<?xml version="1.0" encoding="UTF-8" ?>
<?xml-stylesheet type="text/xsl" href="https://community.element14.com/cfs-file/__key/system/syndication/rss.xsl" media="screen"?><rss version="2.0" xmlns:dc="http://purl.org/dc/elements/1.1/"><channel><title>Project14 | Winners Announcement:  Vision Things Using Graphics, AI, Computer Vision, and Beyond!</title><link>https://community.element14.com/challenges-projects/project14/w/documents/8627/project14-winners-announcement-vision-things-using-graphics-ai-computer-vision-and-beyond</link><description /><dc:language>en-US</dc:language><generator>Telligent Community 12</generator><item><title>Project14 | Winners Announcement:  Vision Things Using Graphics, AI, Computer Vision, and Beyond!</title><link>https://community.element14.com/challenges-projects/project14/w/documents/8627/project14-winners-announcement-vision-things-using-graphics-ai-computer-vision-and-beyond</link><pubDate>Thu, 26 Dec 2019 23:26:40 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:79b1800e-bfce-49f2-80ee-6e22fac88153</guid><dc:creator>tariq.ahmad</dc:creator><comments>https://community.element14.com/challenges-projects/project14/w/documents/8627/project14-winners-announcement-vision-things-using-graphics-ai-computer-vision-and-beyond#comments</comments><description>Current Revision posted to Documents by tariq.ahmad on 12/26/2019 11:26:40 PM&lt;br /&gt;
&lt;div style="border:1px solid #9EA900;margin:0px;"&gt;&lt;table cellpadding="0" cellspacing="0" style="margin:0px;padding:0px;width:100%;background-color:#f4f4f2;"&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td rowspan="3" style="padding:6px 15px 6px 12px;"&gt;&lt;a href="/challengesprojects/project14/"&gt;&lt;img alt="image" src="/e14/assets/legacy/2017/project14_logodoc.png" style="vertical-align:top;"  /&gt;&lt;/a&gt;&lt;/td&gt;&lt;td rowspan="3" style="padding:6px 12px 8px 0px;"&gt;&lt;p style="margin:0;font-size:18px;font-weight:bold;padding-bottom:4px;"&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/visionthing/"&gt;Vision Thing&lt;/a&gt;&lt;/p&gt;&lt;p style="margin:0;padding-bottom:6px;line-height:17px;"&gt;&lt;strong&gt;Enter Your Project&lt;/strong&gt; for a chance to win an Oscilloscope Grand Prize Package for the Most Creative Vision Thing Project!&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;a href="/challengesprojects/project14/"&gt;Back to The Project14 homepage &lt;img loading="lazy" alt="image" src="/e14/assets/legacy/gen/LinkArrow.gif"  /&gt;&lt;/a&gt;&lt;/p&gt;&lt;/td&gt;&lt;td style="padding:10px 12px;vertical-align:middle;background-color:#9ea900;" width="24%"&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/"&gt;&lt;span style="font-size:12px;color:#ffffff;"&gt;&lt;strong&gt;Project14 Home&lt;/strong&gt;&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="padding:10px 12px;vertical-align:middle;background-color:#767e00;"&gt;&lt;span style="color:#dceb93;text-decoration:none;font-size:12px;"&gt;&lt;a class="jive-link-wiki-small" href="/challenges-projects/project14/w/documents/3370/project14-project-competition-events-trophies-timetable-projected-and-historical-timelines"&gt;&lt;span style="color:#ffffff;text-decoration:none;font-size:12px;"&gt;&lt;strong&gt;Monthly Themes&lt;/strong&gt;&lt;/span&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="padding:10px 12px;vertical-align:middle;background-color:#596000;"&gt;&lt;a class="jive-link-wiki-small" href="/challenges-projects/project14/w/documents/20670/project14-you-decide-the-next-monthly-project-competition"&gt;&lt;span style="color:#ffffff;text-decoration:none;font-size:12px;"&gt;&lt;strong&gt;Monthly Theme Poll&lt;/strong&gt;&lt;/span&gt;&lt;/a&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/div&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span style="color:#303030;"&gt;&lt;strong&gt;Congratulations to &lt;span&gt;&lt;a href="/members/sjmill01"&gt;Sean_Miller&lt;/a&gt;&lt;/span&gt;&amp;nbsp; for &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/bbai-seein-around-corners-talkin-iot-exploitin-backup-car-cam-with-onboard-vision-ai"&gt;BBAI Seein&amp;#39; Around Corners, Talkin&amp;#39;, IoT Exploitin&amp;#39; Backup Car Cam with Onboard Vision AI&lt;/a&gt; .&amp;nbsp; You are the winner of the Grand Prize of an Oscilloscope plus a $200 Shopping Cart!&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span style="color:#303030;"&gt;&lt;strong&gt;Congratulations to  &lt;span&gt;&lt;a href="/members/neuromodulator"&gt;neuromodulator&lt;/a&gt;&lt;/span&gt; for &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/vector-display-gpu-project"&gt;Vector Display GPU Project&lt;/a&gt;, &lt;span&gt;&lt;a href="/members/dubbie"&gt;dubbie&lt;/a&gt;&lt;/span&gt;&amp;nbsp; for &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/light-dependant-resistor-camera-ldrcam"&gt;Light Dependant Resistor Camera LDRCam)&lt;/a&gt;,&amp;nbsp; &lt;span&gt;&lt;a href="/members/vlasov01"&gt;vlasov01&lt;/a&gt;&lt;/span&gt;&amp;nbsp; for &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/driver-state-monitor-with-opencv-and-beaglebone-ai"&gt;Driver State Monitor with OpenCV and BeagleBone AI&lt;/a&gt;, and &lt;span&gt;&lt;a href="/members/skywalker1211"&gt;skywalker1211&lt;/a&gt;&lt;/span&gt; for &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/virtual-loop-sensor"&gt;Virtual Loop Sensor&lt;/a&gt;!&amp;nbsp; You are the First Place winners of the $100 Shopping Cart!&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;The &lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/visionthing/"&gt;Vision Thing&lt;/a&gt; &lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt; competition was a great opportunity to do something creative that stretched the imagination of what hardware can do.&amp;nbsp; Your projects could be either a vision based project involving anything that is related to Computer Vision and Machine Learning , Camera Vision and AI based projects, Deep Learning, using hardware such as the BeagleBone AI, Nvidia Jetson Nano, Pi with Intel Compute Stick, Edge TPU, etc&lt;/span&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;.&amp;nbsp; Or, it could be a graphics project involving something graphical such as adding a graphical display to a microcontroller, image processing on a microcontroller, image recognition interface a camera to a microcontroller,&amp;nbsp; or FPGA - camera interfacing/image processing/graphical display&lt;/span&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;.&amp;nbsp; As a bonus, this competition coincided with the product release of the BeagleBone AI and we challenged you to &lt;a class="jive-link-wiki-small" href="/challenges-projects/project14/visionthing/w/documents/4543/project14-vision-thing-beaglebone-ai-your-vision-thing-project"&gt;Project14 | Vision Thing: Beaglebone AI Your Vision Thing Project!&lt;/a&gt;&amp;nbsp; A lot of great ideas were bounced around in this doc and the theme doc, &lt;a class="jive-link-wiki-small" href="/challenges-projects/project14/w/documents/8622/project14-vision-thing-meet-the-projects-using-graphics-ai-computer-vision-beyond"&gt;Project14 | Vision Thing: Meet the Projects Using Graphics, AI, Computer Vision, &amp;amp; Beyond!&lt;/a&gt; &lt;/span&gt; &lt;span&gt;&lt;a href="/members/mayermakes"&gt;mayermakes&lt;/a&gt;&lt;/span&gt; shot a video promo and made his own &lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/animatronics/"&gt;Animatronics&lt;/a&gt; Vision Thing project in &lt;a class="jive-link-wiki-small" href="/challenges-projects/element14-presents/project-videos/w/documents/4604/episode-418-animatronic-terminator-skull-with-beaglebone-ai-and-giveaway"&gt;Episode 418: Animatronic Terminator Skull with BeagleBone&lt;span class="emoticon" data-url="https://community.element14.com/cfs-file/__key/system/emoji/00ae.svg" title="Registered"&gt;&amp;#x00ae;&lt;/span&gt; AI and Giveaway!&lt;/a&gt;&amp;nbsp; Deciding who to send the boards to was very difficult but a&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt; lot of great content was produced with the boards that we did give away such as the following guides from &lt;/span&gt;&lt;span&gt;&lt;a href="/members/shabaz"&gt;shabaz&lt;/a&gt;&lt;/span&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;:&lt;/span&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/352x257/__key/communityserver-wikis-components-files/00-00-00-02-95/5342.contentimage_5F00_126465.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/5342.contentimage_126465.jpg-352x257.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=9BMSYjhBq1OsPW92f2%2FsAvhUObop3%2FLXxI5KSW8zDkM%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=ileiSv/cC0bcEtUF4BMH2A==" style="max-height: 257px;max-width: 352px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;a class="jive-link-blog-small" href="/products/devtools/single-board-computers/next-genbeaglebone/b/blog/posts/beaglebone-ai-bb-ai---getting-started"&gt;BeagleBone AI (BB-AI) - Getting Started&lt;/a&gt;&lt;/li&gt;&lt;li&gt;&lt;a class="jive-link-blog-small" href="/products/devtools/single-board-computers/next-genbeaglebone/b/blog/posts/beaglebone-ai-bb-ai-photos-for-documentation-purposes"&gt;BeagleBone AI BB-AI Photos for Documentation Purposes&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;The &lt;strong&gt;Grand Prize winner&lt;/strong&gt; of the competition was &lt;span&gt;&lt;a href="/members/sjmill01"&gt;Sean_Miller&lt;/a&gt;&lt;/span&gt; with his &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/bbai-seein-around-corners-talkin-iot-exploitin-backup-car-cam-with-onboard-vision-ai"&gt;BBAI Seein&amp;#39; Around Corners, Talkin&amp;#39;, IoT Exploitin&amp;#39; Backup Car Cam with Onboard Vision AI&lt;/a&gt;.&amp;nbsp;&amp;nbsp; Perhaps, equally impressive was the guide that he produced for the BB-AI which was sited as a huge help to many of the members:&lt;/p&gt;&lt;ul&gt;&lt;li&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/beaglebone-ai-survival-guide-v3-18-pwm-i2c-analog-digital-read-write-vision-ai-video-text-overlays-audio-hardware"&gt;BeagleBone AI Survival Guide V3.18: PWM, I2C, Analog/Digital Read/Write, Vision AI, Video Text Overlays, Audio, &amp;amp; Hardware&lt;/a&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;As with any new product release there were some unexpected hiccups such as were brought up by &lt;span&gt;&lt;a href="/members/ipv1"&gt;ipv1&lt;/a&gt;&lt;/span&gt; in the discussion &lt;a class="jive-link-thread-small" href="https://www.element14.com/community/thread/73860/l/beaglebone-ai-heating-issues"&gt;Beaglebone Ai Heating Issues&lt;/a&gt; .&amp;nbsp;&amp;nbsp; Many members brought up the fact that they needed more time for this competition and in an ideal world this competition could have easily lasted another three weeks!&amp;nbsp;&amp;nbsp; What was great about this competition was all the learning that occurred.&amp;nbsp;&amp;nbsp; This was a lot of members first experience with computer vision, ai based projects, and the Beaglebone platform.&amp;nbsp;&amp;nbsp; It was really great to see the members come together and help one another with their projects.&amp;nbsp; Some really interesting ideas turned into the beginnings of really interesting projects such as&amp;nbsp;&amp;nbsp; &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ibox-4-summary-of-project"&gt;iBox: #4 Summary of Project&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/14rhb"&gt;14rhb&lt;/a&gt;&lt;/span&gt; , &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/bbai-dried-sea-cucumber-species-identifier"&gt;BBAI-Dried Sea Cucumber Species Identifier&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/kurst811"&gt;kurst811&lt;/a&gt;&lt;/span&gt; , &lt;a class="jive-link-blog-small" href="https://www.element14.com/community/people/phoenixcomm/blog/2019/11/10/smarthab-facial-recognition-v-its-alive"&gt;Smarthab: Facial Recognition. v It&amp;#39;s Alive!&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/phoenixcomm"&gt;phoenixcomm&lt;/a&gt;&lt;/span&gt; ,&amp;nbsp; &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/the-watching-picture"&gt;The Watching Picture&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/dixonselvan"&gt;dixonselvan&lt;/a&gt;&lt;/span&gt; ,&amp;nbsp; and &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/poop-buster-with-beaglebone-ai"&gt;Poop Buster with Beaglebone AI&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/weiwei2"&gt;weiwei2&lt;/a&gt;&lt;/span&gt; .&amp;nbsp;&amp;nbsp;&amp;nbsp;&amp;nbsp; While not everyone made it to the finish line,&amp;nbsp; you should all be proud of the work that you did as it was really fun to see these projects come in.&amp;nbsp;&amp;nbsp; As far as voting goes,&amp;nbsp; eleven different projects received votes from the judges, which is an indication of how strong this class of projects was.&amp;nbsp; Runner ups in the competition were &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/vehicle-speed-camera---beaglebone-ai"&gt;Vehicle Speed Camera - Beaglebone AI&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/gam3t3ch"&gt;gam3t3ch&lt;/a&gt;&lt;/span&gt; , &lt;a class="jive-link-blog-small" href="https://www.element14.com/community/people/vimarsh_/blog/2019/11/18/self-driving-car-automatic-lane-detection-on-a-robot"&gt;Self Driving Car (Automatic Lane Detection) (on a Robot)&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/vimarsh_5f00_"&gt;vimarsh_&lt;/a&gt;&lt;/span&gt; , &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/dragon-detector"&gt;Dragon Detector&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/workshopshed"&gt;Workshopshed&lt;/a&gt;&lt;/span&gt; ,&amp;nbsp; &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/medication-monitor---part-1"&gt;Medication Monitor - Part 1&lt;/a&gt; by&lt;span&gt;&lt;a href="/members/milosrasic98"&gt;milosrasic98&lt;/a&gt;&lt;/span&gt; ,&amp;nbsp;&amp;nbsp; &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/smart-security-camera-with-attendance-on-google-sheets"&gt;Smart Security Camera (with Attendance on Google Sheets)&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/aabhas"&gt;aabhas&lt;/a&gt;&lt;/span&gt; ,&amp;nbsp; and &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ai_5f00_lock---diy-with-beaglebone-ai-in-four-hours"&gt;AI_Lock - DIY with BeagleBone AI in four hours&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/fyaocn"&gt;fyaocn&lt;/a&gt;&lt;/span&gt; .&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/bbai-dried-sea-cucumber-species-identifier"&gt;BBAI-Dried Sea Cucumber Species Identifier&lt;/a&gt;&amp;nbsp; - &lt;span&gt;&lt;a href="/members/kurst811"&gt;kurst811&lt;/a&gt;&lt;/span&gt; &lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span style="font-family:inherit;"&gt;&lt;strong&gt;&amp;quot;I didn&amp;#39;t know what to expect when reading this project initially, but it turned out to be extremely interesting! Lots of useful information, and it has encouraged me to learn some new technologies. I hope we can see a video of the project too.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/span&gt;&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ibox-4-summary-of-project"&gt;iBox: #4 Summary of Project&lt;/a&gt;&amp;nbsp; - &lt;span&gt;&lt;a href="/members/14rhb"&gt;14rhb&lt;/a&gt;&lt;/span&gt;&amp;nbsp; &lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Great to see OpenCV in use on the Pi. It is a big step for a newcomer to use OpenCV to the point of performing image detail reduction techniques and classification, so it was impressive to see the progress. I hope the work with OpenCV continues.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/poop-buster-with-beaglebone-ai"&gt;Poop Buster with Beaglebone AI&lt;/a&gt;&amp;nbsp; - &lt;span&gt;&lt;a href="/members/weiwei2"&gt;weiwei2&lt;/a&gt;&lt;/span&gt; &lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Interesting concept! Great to see the BB-AI being used for this. I hope the project evolves, because the recognition part could be applied to other projects in the future.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&lt;a class="jive-link-blog-small" href="https://www.element14.com/community/people/phoenixcomm/blog/2019/11/10/smarthab-facial-recognition-v-its-alive"&gt;Smarthab: Facial Recognition. v It&amp;#39;s Alive!&lt;/a&gt;&amp;nbsp; - &lt;span&gt;&lt;a href="/members/phoenixcomm"&gt;phoenixcomm&lt;/a&gt;&lt;/span&gt; &lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Interesting project, it&amp;#39;s something which everyone would want for their home automation. The hardware selection is great, the BB-AI should have lots of power for this use-case. Looking forward to seeing how this project goes.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/the-watching-picture"&gt;The Watching Picture&lt;/a&gt;&amp;nbsp; -&amp;nbsp; &lt;span&gt;&lt;a href="/members/dixonselvan"&gt;dixonselvan&lt;/a&gt;&lt;/span&gt;&amp;nbsp; &lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Interesting project, it could be a fun thing for halloween or parties. Hopefully Dixon finds time to develop it further.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;The fact that there were so many great projects with this competition just makes you appreciate the work that the &lt;strong&gt;First Place winners&lt;/strong&gt; produced (we added an extra winner as there was a two-way tie)!&amp;nbsp;&amp;nbsp; The first place winners were &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/vector-display-gpu-project"&gt;Vector Display GPU Project&lt;/a&gt; FPGA to create some beautiful vector drawings, &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/driver-state-monitor-with-opencv-and-beaglebone-ai"&gt;Driver State Monitor with OpenCV and BeagleBone AI&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/vlasov01"&gt;vlasov01&lt;/a&gt;&lt;/span&gt; , &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-10-the-artificial-neural-network-simonnv5"&gt;LDR Camera #10 : The Artificial Neural Network (SimonnV5)&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/dubbie"&gt;dubbie&lt;/a&gt;&lt;/span&gt; , and &lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/virtual-loop-sensor"&gt;Virtual Loop Sensor&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/skywalker1211"&gt;skywalker1211&lt;/a&gt;&lt;/span&gt; .&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;Without further ado here are your winners.......&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#6690bc;text-align:center;" valign="middle"&gt;&lt;strong&gt;{tabbedtable} Tab Label&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#6690bc;text-align:center;" valign="middle"&gt;&lt;strong&gt;Tab Content&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;padding:2px;"&gt;&lt;p style="margin:0;"&gt;The Winners&lt;/p&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;padding:2px;"&gt;&lt;h2&gt;&lt;span style="color:#3334ca;"&gt;The Grand Prize&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/bbai-seein-around-corners-talkin-iot-exploitin-backup-car-cam-with-onboard-vision-ai"&gt;BBAI Seein&amp;#39; Around Corners, Talkin&amp;#39;, IoT Exploitin&amp;#39; Backup Car Cam with Onboard Vision AI&lt;/a&gt;&amp;nbsp; by &lt;span&gt;&lt;a href="/members/sjmill01"&gt;Sean_Miller&lt;/a&gt;&lt;/span&gt;:&lt;/h2&gt;&lt;ul&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/beaglebone-ai-survival-guide-v3-18-pwm-i2c-analog-digital-read-write-vision-ai-video-text-overlays-audio-hardware"&gt;BeagleBone AI Survival Guide V3.18: PWM, I2C, Analog/Digital Read/Write, Vision AI, Video Text Overlays, Audio, &amp;amp; Hardware&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span&gt;&lt;a href="/members/sjmill01"&gt;Sean_Miller&lt;/a&gt;&lt;/span&gt;&amp;nbsp; was happy to be provided a BeagleBone AI to experiment with for this Project.&amp;nbsp; So, he and his son &lt;span&gt;&lt;a href="/members/connormiller"&gt;connormiller&lt;/a&gt;&lt;/span&gt;&amp;nbsp; scratched their heads hard on what they could do that would be intriguing to a reader while testing nearly all functionality of the BBAI.&amp;nbsp; The Debian Linux operating system works great with the BBAI and provides many project opportunities on its own.&amp;nbsp; To take it further they wanted to make something original that would exploit all its capabilities:&amp;nbsp; GPIO Input/Output, PWM, I2C, Visual AI Classification with TIDL, Open CV for a GUI, Ad Hoc WiFi Streaming, IoT API communication, and Audio.&amp;nbsp; They also thought of how an educator could use it as a classroom project - dig out those Matchbox cars! So, they dreamed up the Seein&amp;#39; Around Corners, Talkin&amp;#39;, IoT Exploitin&amp;#39; BBAI Backup Car Cam.&amp;nbsp; It&amp;#39;s a novelty project intended to provide example code to get one going with the game changing BBAI - not as another Linux box with a web cam - but as a GPU accelerated, embedded micro controller to control your own inspired Vision AI robotics projects. Of course, the BBAI can readily showcase existing Raspberry Pi project repositories.&amp;nbsp; Their mission was to showcase the BBAI&amp;#39;s hardware advantage.&amp;nbsp; This project leverages TI&amp;#39;s Vision AI accelerated hardware to max out the BBAI capability at frame rate speeds.&amp;nbsp; With the BBAI being brand new hardware to the market, this project led to greater than 90 hours of research, design, coding, and documentation as we went down a rabbit hole to understand the BBAI architecture.&amp;nbsp; They eliminated much clutter from their blog by documenting the research into a companion blog that is sure to get you going with the BBAI.&amp;nbsp; Their hope is that you enjoy their virtual backseat buddy and gain some nuggets of your own to make for this great platform.&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Grand Prize:&lt;/strong&gt; 8 points, &lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 2 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;10 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Seeing Around Corners BeagleBone Backup Car Camera&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/500x334/__key/communityserver-wikis-components-files/00-00-00-02-95/3288.contentimage_5F00_126466.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/3288.contentimage_126466.png-500x334.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=u8EfHU%2FU4ht0A3l%2FpW7bp8qTFr%2BykzQKM9dpsjEBXNM%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=KIC26YGYqxoh6BQvRofQUA==" style="max-height: 334px;max-width: 500px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/448x336/__key/communityserver-wikis-components-files/00-00-00-02-95/8507.contentimage_5F00_126467.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/8507.contentimage_126467.png-448x336.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=yO9fW8Zm0R1yyVt2wufxxmzY1f1LmAZU3Bn8clWOzoQ%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=WsD2OlkQv675USAf7T4Hbg==" style="max-height: 336px;max-width: 448px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/505x293/__key/communityserver-wikis-components-files/00-00-00-02-95/2625.contentimage_5F00_126468.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/2625.contentimage_126468.png-505x293.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=JwoIO2qBrFK9oC8opp4htKIxJtzkMzipzzOFjHCxAA4%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=mdPX+cqMUG2pS/0WmUrB6w==" style="max-height: 293px;max-width: 505px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/423x296/__key/communityserver-wikis-components-files/00-00-00-02-95/7774.contentimage_5F00_126469.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/7774.contentimage_126469.png-423x295.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=RWAKB8rmSQVEcNFR%2BSEPzRAeZbhqrg%2F7XelgZslHb1o%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=KA+qT4+YWB4wYWCji7x4cA==" style="max-height: 295px;max-width: 423px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;He proposed an ambitious project, completed it, and along the way documented important functions in the new BB AI.&amp;nbsp; Other contestants benefited from his documentation.... I will be referring to his information as I learn the BB AI.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Nice project with a mix of technologies. However it wasn&amp;#39;t clear how much of the reversing activity was using video, or the LIDAR sensor. Still, the technologies used were great to see, and the information could be applied to many other future projects. Sean put in a lot of effort, as well as lots of useful BB-AI documentation.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;"&gt;&lt;span id="6bc7ac1f_b6a5_4dd2_b475_f2dde37c3c23"&gt;&lt;span&gt;&lt;a href="https://players.brightcove.net/1362235890001/NkxiVJdjx_default/index.html?videoId=6102351510001"&gt;players.brightcove.net/.../index.html&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Sean Miller has went the extra mile ahead and explored the BB-AI. He has provided so much valuable information that will help a starter have a hassle free start. His project will be definitely useful and has been documented excellently with all the troubles and issues he faced and details of how he overcame them.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;My top pick is the &amp;quot;Seein&amp;#39; around corners&amp;quot; project. I really liked reading to its comprehensive project description, and learned quite a lot. Sean and his son set their goal quite high, and I think they even overachieved. Bonus points for using LEGO in their test setup :)&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Seeing around corners, excellent post providing detail, pictures and good explanation.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Great to see a father and son working together. It&amp;#39;s always good to inspire the next generation. I&amp;#39;m hoping to do the same when mine are a little older. I also appreciated the fact that a useful guide to getting started with the BB-AI came out of this too.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Manufacturer&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Quantity&lt;br /&gt;&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Beaglebone AI&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/products/devtools/single-board-computers/next-genbeaglebone/"&gt;BeagleBoard&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-JpMqK48Q-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=3132825&amp;amp;nsku=10AH2651&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=3132825&amp;amp;nsku=10AH2651&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-JpMqK48Q-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;TFMINI INFRARED TIME OF FLIGHT DISTANCE SENSOR&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Adafruit &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-xKCzqOya-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=2980975&amp;amp;nsku=83AC8525&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=2980975&amp;amp;nsku=83AC8525&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-xKCzqOya-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;5KOhm Potentiometer&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;TT ELECTRONICS / BI TECHNOLOGIES&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-mLUsB7WU-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=1417135&amp;amp;nsku=46M2494&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=1417135&amp;amp;nsku=46M2494&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-mLUsB7WU-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Piezo Buzzer&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;MULTICOMP PRO&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-fVcfO8Eq-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=1022402&amp;amp;nsku=96K6092&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=1022402&amp;amp;nsku=96K6092&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-fVcfO8Eq-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Micro Servo&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Adafruit&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-6etTly1Z-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=2801406&amp;amp;nsku=85W1251&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=2801406&amp;amp;nsku=85W1251&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-6etTly1Z-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;color:#333333;"&gt;&lt;strong&gt;&lt;a class="jive-link-external-small" href="https://github.com/RaisingAwesome/BeagleBoneBackupCam" rel="nofollow ugc noopener" target="_blank"&gt;3D Printed Parts:&amp;nbsp; Github&lt;/a&gt;&lt;/strong&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;color:#333333;"&gt;&lt;strong&gt;Mobile Phone&lt;/strong&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;span style="color:#3334ca;"&gt;First Place Winners&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/vector-display-gpu-project"&gt;Vector Display GPU Project&lt;/a&gt;&amp;nbsp;  by &lt;span&gt;&lt;a href="/members/neuromodulator"&gt;neuromodulator&lt;/a&gt;&lt;/span&gt; :&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;As a follow-up to &lt;a class="jive-link-blog-small" href="/technologies/fpga-group/b/blog/posts/learning-verilog-with-the-digilent-cmod-s7"&gt;Learning Verilog with the Digilent Cmod S7&lt;/a&gt;&amp;nbsp; blog post, and as part of the &lt;a class="jive-link-wiki-small" href="/challenges-projects/project14/visionthing/w/documents/4543/project14-vision-thing-beaglebone-ai-your-vision-thing-project"&gt;Project14 | Vision Thing: Beaglebone AI Your Vision Thing Project!&lt;/a&gt;&amp;nbsp;&amp;nbsp; &lt;span&gt;&lt;a href="/members/neuromodulator"&gt;neuromodulator&lt;/a&gt;&lt;/span&gt; decided to use an FPGA to design a GPU to draw on a vector display&amp;nbsp; Vector displays in contrast to raster displays can have the electron beam deflected in any arbitrary form through the control of their X and Y coordinates. One example of this type of display is the Tektronix 4051.&amp;nbsp; A&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;nother example of displays that use this technology are cathode ray tube (CRT) oscilloscopes. Having the ΔΣ DAC properly working he decided to go for something more challenging. Lissajous curves have already been shown too many times on oscilloscopes, so he decided to solve ordinary differential equations in the FPGA. One interesting ODE system is the Lorenz system, developed by Edward Lorenz while studying atmospheric convection, which can display chaotic behavior&amp;nbsp; with certain parameter values. &lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Grand Prize:&lt;/strong&gt;&amp;nbsp; 6 points, &lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 2 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;8 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Vector Display GPU Project&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/424x282/__key/communityserver-wikis-components-files/00-00-00-02-95/5621.contentimage_5F00_126471.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/5621.contentimage_126471.png-424x282.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=tmYjNZGHJ6OOedx3iXDCV4dMmmIjtG8C%2BnCe%2BjTKAT0%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=wCaUGQXZ4IUfgcw14MiYjA==" style="max-height: 282px;max-width: 424px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/505x287/__key/communityserver-wikis-components-files/00-00-00-02-95/2577.contentimage_5F00_126472.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/2577.contentimage_126472.jpg-505x286.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=IqcoKx2UL6lqJS5voLA2r6uAsH2H%2FeULlE9MZa9yjwg%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=AHuzshOzEpKeaXkKFPz/wQ==" style="max-height: 286px;max-width: 505px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/422x422/__key/communityserver-wikis-components-files/00-00-00-02-95/3630.contentimage_5F00_126473.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/3630.contentimage_126473.png-422x422.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=7www9VrMwN%2FHoUoIv8bj%2FdOXYt6y5%2BNHdlfZehb96O0%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=QrKQ9dMIeYXuGW7PrYXd3w==" style="max-height: 422px;max-width: 422px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/417x417/__key/communityserver-wikis-components-files/00-00-00-02-95/7762.contentimage_5F00_126474.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/7762.contentimage_126474.png-417x417.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=EmsGezKs3Xa3xgYyNKRL2PH2sTwhuGJBWcrnlDrtyFg%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=+isDhPsxgB96fVJzKMLSpA==" style="max-height: 417px;max-width: 417px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;I learned a lot reading this (Q notation), I expected a simple Lissajous vector display (which he noted was overdone).&amp;nbsp; Very impressive and unexpected project.&amp;nbsp; I would have to spend many days to understand all that he presented.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;A really interesting project that was also very well written up. I liked the fact that it merges of an old style of display with a modern FPGA.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span id="490ec9d7_13e2_455f_a855_d21cb866791e"&gt;&lt;span&gt;&lt;a href="https://www.youtube.com/watch?v=6ECqFDIi1L4"&gt;www.youtube.com/watch&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;A fantastic project (actually two projects rolled into one). Some source code was provided. Really great to see FPGAs being used for vector displays, and the demonstration video for the second project (which used OpenCV as a kind of preprocessor) was impressive too.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Vector Display, good technical challenge appreciated by those of us experienced with vector graphics design and development.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/light-dependant-resistor-camera-ldrcam"&gt;Light Dependant Resistor Camera LDRCam)&lt;/a&gt;&amp;nbsp; by &lt;span&gt;&lt;a href="/members/dubbie"&gt;dubbie&lt;/a&gt;&lt;/span&gt;:&lt;/h2&gt;&lt;ul&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-2-adding-an-8x8-dot-matrix-led-display"&gt;LDR Camera #2 : Adding an 8x8 Dot Matrix LED Display&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-3-trying-to-make-a-grey-scale-led-matrix-display"&gt;LDR Camera #3 : Trying to make a Grey Scale LED matrix Display&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-4-the-beaglebone-ai-has-landed"&gt;LDR Camera #4 : The BeagleBone AI has Landed&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-5-a-64-to-4-analogue-multiplexer"&gt;LDR Camera #5 : A 64-to-4 Analogue Multiplexer&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-6-starting-to-implement-the-whole-camera-system"&gt;LDR Camera #6 : Starting to Implement the Whole Camera System&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-7-98-working"&gt;LDR Camera #7 : 98% Working&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-8-fully-working-camera"&gt;LDR Camera #8 : Fully Working Camera&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-9-starting-the-beaglebone-ai"&gt;LDR Camera #9 : Starting the BeagleBone AI&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ldr-camera-10-the-artificial-neural-network-simonnv5"&gt;LDR Camera #10 : The Artificial Neural Network (SimonnV5)&lt;/a&gt;&lt;/h2&gt;&lt;ul&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challengesprojects/project14/visionthing/b/blog/posts/beaglebone-ai-terminal-pins-connector"&gt;BeagleBone AI Terminal pins connector&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challengesprojects/project14/visionthing/b/blog/posts/beaglebone-ai-terminal-connection"&gt;BeagleBone AI Terminal Connection&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;/ul&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span&gt;&lt;a href="/members/dubbie"&gt;dubbie&lt;/a&gt;&lt;/span&gt;&amp;nbsp; couldn&amp;#39;t think of any more excuses for not powering up the BeagleBone AI so that he could use it to run the ANN (artificial neural network) for his LDR Camera, He decided to try and get it going. He thought he had a Raspberry Pi 3 power supply that came with a Type C connector but as it turns out, he doesn’t. He also thought he had a power module with a USB connection that was able to provide 5V at 2 amps or so. Turns out he doesn’t, it is 5.2V at 1.8 A and as he wasn&amp;#39;t sure if 5.2V would be OK he decided not to use it. All that was left was the USB C cable to his laptop that he had previously purchased. The Artificial Neural Network that &lt;span&gt;&lt;a href="/members/dubbie"&gt;dubbie&lt;/a&gt;&lt;/span&gt;&amp;nbsp; wants to use with the LDR camera and the BeagleBone AI is one derived from a book by H Pao. As it has been some time since he used this programme he thought it would be beneficial to refresh his memory of how it works. Fortunately he has a copy of the program with will work in a Command window with Windows 10. He no longer has a copy of the Microsoft C compiler so he was not able to make any changes to this version. Hopefully he will be able to use a C compiler on the BeagleBone AI to make some updates. The consequence of this is that the programme, called SimonnV5 (SIMple Online Neural Network Version 5 - it&amp;#39;s not online but he needed the O to make Simon) is limited to a maximum of 50 inputs. The LDR camera has 64 inputs so he cannot use it with compatible data examples.&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Grand Prize:&lt;/strong&gt; &lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 4 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt; 4 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Light Dependent Resistor Camera (LDRCam)&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/583x411/__key/communityserver-wikis-components-files/00-00-00-02-95/4628.contentimage_5F00_126476.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/4628.contentimage_126476.png-583x411.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=%2FTffQrH0jfqhl24pCxJ88XX7ro99m6PwT7j0rMSpTaM%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=FJTRsQqd3bL9u8/9w+Xmug==" style="max-height: 411px;max-width: 583px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/543x403/__key/communityserver-wikis-components-files/00-00-00-02-95/7271.contentimage_5F00_126477.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/7271.contentimage_126477.jpg-543x403.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=DsTDyl%2FMVSJzLk6iqO%2FJXGYwurh6RDoqbLkzW7Y1dvk%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=lxJJDedar8EI8YCuMJ1zXw==" style="max-height: 403px;max-width: 543px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/498x364/__key/communityserver-wikis-components-files/00-00-00-02-95/5127.contentimage_5F00_126478.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/5127.contentimage_126478.png-498x364.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=Lqy61HgZZW%2Bz2NhVBzcuRapSkOJ2xXDWDirXbHBazAM%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=2teDjZAR68qL5tMiPwU8/g==" style="max-height: 364px;max-width: 498px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/1103x639/__key/communityserver-wikis-components-files/00-00-00-02-95/3073.contentimage_5F00_126479.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/3073.contentimage_126479.png-620x359.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=1irNAih1I8NPhfoDRqaVaBwzG3HOlvYM84JwjCFSvqg%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=J1bpT9pzZjtubYhI4cFIMA==" style="max-height: 359px;max-width: 620px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;His step by step description of his work was excellent, problems encountered, workarounds he decided on.&amp;nbsp; He started with what he knew (arduino), making his concept work, and then tried to move on to the BB AI.&amp;nbsp; His explanations and videos show his thought process and results clearly.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span id="d6bbcd3a_d67b_42be_a866_27c560fa41a3"&gt;&lt;span&gt;&lt;a href="https://players.brightcove.net/1362235890001/NkxiVJdjx_default/index.html?videoId=6100771355001"&gt;players.brightcove.net/.../index.html&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;This turned out to be a very unique project. Initially I wasn&amp;#39;t sure what the result would be, but Dubbie managed to turn it into an interesting hardware version of an eye, with a ton of wiring to do that! Impressive that he even went to the extent of investigating a neural network for the eye too!&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;LDR Camera, Great post, original idea and execution&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Manufacturer&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Quantity&lt;br /&gt;&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Arduino Nano&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/products/arduino/"&gt;Arduino&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-MIdJfGLV-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=1848691&amp;amp;nsku=13T9275&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=1848691&amp;amp;nsku=13T9275&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-MIdJfGLV-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;LED Dot Matrix 8x8&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Forge&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-JbZcfu57-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=2705999&amp;amp;nsku=06AC5991&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=2705999&amp;amp;nsku=06AC5991&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-JbZcfu57-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;16x8 LED Matrix Driver Backpack - HT16K33 Breakout&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Adafruit&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-jvlFCpwv-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=&amp;amp;nsku=28X1955&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=&amp;amp;nsku=28X1955&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-jvlFCpwv-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Beaglebone AI&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/products/devtools/single-board-computers/next-genbeaglebone/"&gt;BeagleBoard&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-VHW639uc-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=3132825&amp;amp;nsku=10AH2651&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=3132825&amp;amp;nsku=10AH2651&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-VHW639uc-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;LDRs&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;color:#333333;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;10 kOhm resistor (64)&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;strong&gt;Dupont Wires&lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;16-to-1 analogue multiplexers (4)&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;strong&gt;Wires and Connectors (150)&lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/driver-state-monitor-with-opencv-and-beaglebone-ai"&gt;Driver State Monitor with OpenCV and BeagleBone AI&lt;/a&gt;&amp;nbsp; by &lt;span&gt;&lt;a href="/members/vlasov01"&gt;vlasov01&lt;/a&gt;&lt;/span&gt;:&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;This project is an attempt to build a in-car safety device, which monitors drivers&amp;#39; attention to the road and creates alerts if the driver becomes sleepy or distracted. The statistics are quite alarming in regard to drowsy driving. An estimated 1 in 25 adult drivers (aged 18 years or older) report having fallen asleep while driving in the previous 30 days in the US. The US National Highway Traffic Safety Administration estimates that drowsy driving was responsible for 72,000 crashes, 44,000 injuries, and 800 deaths in 2013. However, these numbers are underestimated and up to 6,000 fatal crashes each year may be caused by drowsy drivers. Texting while driving is another significant source of accidents a well. Journey Driver State Monitor (DSM) with BeagleBone AI is a project that explores the capabilities of OpenCV and BeagleBone AI (BBAI) to improve drivers&amp;#39; safety. It is based on work done by Adrian Rosebrock, which was published in his blog &amp;quot;Drowsiness detection with OpenCV.&amp;quot;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 3 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;3 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Driver State Monitor with OpenCV and BeagleBone AI&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/600x284/__key/communityserver-wikis-components-files/00-00-00-02-95/8764.contentimage_5F00_126481.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/8764.contentimage_126481.png-600x284.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=z7YqBEn0qgvtRclYvGIeLWI4H5n9CDsBWn%2Fl5teAPoI%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=T4oiM4X3yXBnbOg8vMzGvA==" style="max-height: 284px;max-width: 600px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/324x292/__key/communityserver-wikis-components-files/00-00-00-02-95/7268.contentimage_5F00_126482.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/7268.contentimage_126482.jpg-323x292.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=J%2FY66c5MjeGUWJkcmdR6CPyNIMAPFFwvOinQauzPKaM%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=H1Z+RqgrVcISf1NJBw19jQ==" style="max-height: 292px;max-width: 323px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/1200x900/__key/communityserver-wikis-components-files/00-00-00-02-95/1401.contentimage_5F00_126483.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/1401.contentimage_126483.jpg-620x465.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=CO0KRadDFrf5DFWHVnwz4dtK7rjkwWXi3tvKTpgC9a0%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=okiCInVcQwnYr2PGnIQUQw==" style="max-height: 465px;max-width: 620px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;This was a genuinely useful implementation of the BeagleBone&amp;#39;s Vision processing. He saw the project through to completion too. I almost put this as the winner. This and Neuromodulator&amp;#39;s display are the two stand-out projects this month.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;This project is a life saver I would say. Because most accidents happen in just a blink of an eye of tired drivers.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span id="cebe38eb_cd8e_4000_a16e_2da048bd5d1b"&gt;&lt;span&gt;&lt;a href="https://www.youtube.com/watch?v=fCL75rr-nso"&gt;www.youtube.com/watch&lt;/a&gt;&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Although the project description is not as complete, Sergey delivered a really cool and useful project here. Using face recognition to detect when someone is about to fall asleep or is not concentrated is a cool idea.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Driver State Monitor, built on someone else&amp;#39;s work, but a good use of vision systems.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Manufacturer&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Quantity&lt;br /&gt;&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Beaglebone AI&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/products/devtools/single-board-computers/next-genbeaglebone/"&gt;BeagleBoard&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-4tcWlVt7-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=3132825&amp;amp;nsku=10AH2651&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=3132825&amp;amp;nsku=10AH2651&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-4tcWlVt7-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;Fan&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Nidel Copec Electronics&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-dBhD5sbF-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=2856031&amp;amp;nsku=56AC4837&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=2856031&amp;amp;nsku=56AC4837&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-dBhD5sbF-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;"&gt;&lt;span style="color:#000000;font-size:12pt;font-family:&amp;#39;Times New Roman&amp;#39;;"&gt;&lt;strong&gt;USB Webcam&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;"&gt;&lt;span style="margin:14pt 0 0;color:#000000;font-size:12pt;font-family:&amp;#39;Times New Roman&amp;#39;;"&gt;&lt;strong&gt;Debian (supplied with BBAI) kernel 4.14.x&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;span style="color:#000000;font-size:16px;font-family:&amp;#39;Times New Roman&amp;#39;;"&gt;&lt;strong&gt;Python 3.5&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;span style="color:#000000;font-size:16px;font-family:&amp;#39;Times New Roman&amp;#39;;"&gt;&lt;strong&gt;OpenCV 4 to process video stream&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;span style="color:#000000;font-size:16px;font-family:&amp;#39;Times New Roman&amp;#39;;"&gt;&lt;strong&gt;Dlib to detect face and face landmarks&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/virtual-loop-sensor"&gt;Virtual Loop Sensor&lt;/a&gt;&amp;nbsp; by &lt;span&gt;&lt;a href="/members/skywalker1211"&gt;skywalker1211&lt;/a&gt;&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;This project uses the raspberry pi 2 and raspberry pi&amp;nbsp; camera v1.3&amp;nbsp; to record video from a traffic junction/grab it from online and process at home instead of installing raspi on the junction. for video proof, he does a simple vehicle count and detection with mini size vehicle (e.g. remote car) to demonstrate the project output.&amp;nbsp; For opencv4, you will get plenty of XXX was not declared in this scope errors.&amp;nbsp; This is due to capture properties no longer begin with CV_ in opencv4, and raspicam is written based on opencv3. workaround is to change all CV_CAP_XXX into cv::CAP_XXX in raspicam source file.&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 3 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;3 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Virtual Loop Sensor&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/1081x589/__key/communityserver-wikis-components-files/00-00-00-02-95/1805.contentimage_5F00_126485.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/1805.contentimage_126485.png-620x338.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=3TYTuelfRZXHjGTo%2FMoD4ny%2FDfpvlY2njQ7YQ2BhPzw%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=0dlZUw14rgZ8URy9JX8pOw==" style="max-height: 338px;max-width: 620px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/371x311/__key/communityserver-wikis-components-files/00-00-00-02-95/6204.contentimage_5F00_126486.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/6204.contentimage_126486.png-371x311.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=YI%2BOBK0PrPueiu%2BrlTnPEPftbLbk7wsKz9QcucBQbIY%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=eC8an/JPYTJ2eZlts8euig==" style="max-height: 311px;max-width: 371px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/491x276/__key/communityserver-wikis-components-files/00-00-00-02-95/3681.contentimage_5F00_126487.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/3681.contentimage_126487.png-491x275.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=27g5zJQEtqIQ0tqZVskwlzQoHCHtuUDQwNRyRI%2BwS9o%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=H8OpWy/cto00kQzNgK3zRg==" style="max-height: 275px;max-width: 491px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/505x279/__key/communityserver-wikis-components-files/00-00-00-02-95/2625.contentimage_5F00_126488.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/2625.contentimage_126488.png-505x279.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=d2xbT8Y0NmlgiSsx0bT2dJVdzy6zbmMJybR%2FxAfiohE%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=tkYWDBF/Yw3vDiRgvoNQYQ==" style="max-height: 279px;max-width: 505px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Pretty impressive work - well documented, and a great concept, to do vehicle sensing by using a line drawn on the video. Great to see OpenCV being used, and the source code will be great for people to follow to understand how to create such video related projects. This was a very complete project.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Virtual Loop Sensor, good idea to set up an advanced vehicle counting package.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;padding:2px;"&gt;The Runners Up&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;padding:2px;"&gt;&lt;p style="margin:0;"&gt;&lt;span style="color:#3334ca;font-size:20px;font-weight:bold;"&gt;Runners Up:&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/vehicle-speed-camera---beaglebone-ai"&gt;Vehicle Speed Camera - Beaglebone AI&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/gam3t3ch"&gt;gam3t3ch&lt;/a&gt;&lt;/span&gt; :&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 1 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;1 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Vehicle Speed Camera - Beaglebone AI&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/358x269/__key/communityserver-wikis-components-files/00-00-00-02-95/3122.contentimage_5F00_126489.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/3122.contentimage_126489.jpg-358x269.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=RdBEB3CQTWPJFYRQq2Y7uZsi2NdXDCgF%2BwP3XgtuqS0%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=FTZZynN3fb8FjRb86HqNWw==" style="max-height: 269px;max-width: 358px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/519x237/__key/communityserver-wikis-components-files/00-00-00-02-95/6354.contentimage_5F00_126490.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/6354.contentimage_126490.png-519x236.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=1iDcEQNbCwQ7y8iWf8ghA6yy3wQwvCGKt225wvIceTQ%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=925yxgn28Q4YkK6mc5DOLg==" style="max-height: 236px;max-width: 519px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/385x256/__key/communityserver-wikis-components-files/00-00-00-02-95/6758.contentimage_5F00_126491.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/6758.contentimage_126491.png-385x255.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=UGZKY2Cs3vSHy%2FX97cuyylxxeRlANKFEH35Yyjg4%2FDk%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=EGScgi6b4RfcwqCenhNiCQ==" style="max-height: 255px;max-width: 385px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/528x260/__key/communityserver-wikis-components-files/00-00-00-02-95/2548.contentimage_5F00_126492.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/2548.contentimage_126492.png-528x259.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=zzd1R7B4TEYR%2BTSMHTGXXzCac71Xj1%2BI8rSI2AQfK0g%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=L1qMKz+uni4+S76GzfF0ug==" style="max-height: 259px;max-width: 528px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;tbody&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;This is a brilliant idea making a speed gun out of BB-AI which could be extended to make use of AI feature to note down frequent or pattern of defaulters by noting down the vehicle registration as well.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;There were lots of vehicle projects in this Project14 challenge, but Wesley still managed to keep it interesting, tackling something quite challenging, determining the speed of objects. This could have applications for security purposes too; identifying unusually slow-moving cars, perhaps of the same color or type, multiple times, &amp;#39;scoping the joint&amp;#39; or neighborhood.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/medication-monitor---part-1"&gt;Medication Monitor - Part 1&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/milosrasic98"&gt;milosrasic98&lt;/a&gt;&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 1 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;1 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Medication Monitor - Part 1&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/396x268/__key/communityserver-wikis-components-files/00-00-00-02-95/1376.contentimage_5F00_126493.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/1376.contentimage_126493.jpg-396x268.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=JkCa2M5OzPtLMh6%2FXCxxt7mPWwHLPbNtSwVoPP4Teho%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=rTwC791S6y/8l1QCkfesIw==" style="max-height: 268px;max-width: 396px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/337x252/__key/communityserver-wikis-components-files/00-00-00-02-95/0871.contentimage_5F00_126494.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/0871.contentimage_126494.jpg-337x252.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=uzjSEExCtrSAs9BMkaUaKBdt1kWCVNw5UFTxkUhSc%2Fs%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=5V2vHU6UCvjAjodnG7mntQ==" style="max-height: 252px;max-width: 337px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/264x352/__key/communityserver-wikis-components-files/00-00-00-02-95/4113.contentimage_5F00_126495.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/4113.contentimage_126495.jpg-264x352.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=r6HtZ5sO%2F5%2FiATWR0%2BQ7GB62HnPK6B0DU%2FZ6t3Ifaxk%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=lyceRFCEifDnaL9HH3zo6w==" style="max-height: 352px;max-width: 264px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/183x326/__key/communityserver-wikis-components-files/00-00-00-02-95/0804.contentimage_5F00_126496.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/0804.contentimage_126496.jpg-183x325.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=dAurDKqR5JSvXhHJbCbU2fgCe%2BDHi8d5b14FG28YsTs%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=i8VoNt3X8tGbnhsfczC/Cw==" style="max-height: 325px;max-width: 183px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;This is another useful life saver project, not taking medications at the right time could be fatal. Waiting for Part 2.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Awesome idea - very innovative. I think there could be many applications for image recognition built into lighting like this. Milos used OpenCV, and got to the point of detecting the individual compartments of pill boxes, which is very cool. Hopefully the source code can be published too so people can learn the techniques used with OpenCV.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Manufacturer&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Quantity&lt;br /&gt;&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Raspberry Pi 3&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/products/raspberry-pi/"&gt;Raspberry Pi&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-X70nSg6e-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=2945677&amp;amp;nsku=49AC7637&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=2945677&amp;amp;nsku=49AC7637&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-X70nSg6e-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Raspberry Pi Cam V2&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/products/raspberry-pi/"&gt;Raspberry Pi&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-Udms303d-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=2510728&amp;amp;nsku=77Y6521&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=2510728&amp;amp;nsku=77Y6521&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-Udms303d-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Arduino Nano&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/products/arduino/"&gt;Arduino&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-DHUTokgh-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=1848691&amp;amp;nsku=13T9275&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=1848691&amp;amp;nsku=13T9275&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-DHUTokgh-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="https://www.element14.com/community/people/vimarsh_/blog/2019/11/18/self-driving-car-automatic-lane-detection-on-a-robot"&gt;Self Driving Car (Automatic Lane Detection) (on a Robot)&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/vimarsh_5f00_"&gt;vimarsh_&lt;/a&gt;&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 1 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;1 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Self Driving Car (Automatic Lane Detection (on a Robot)&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/177x177/__key/communityserver-wikis-components-files/00-00-00-02-95/8308.contentimage_5F00_126497.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/8308.contentimage_126497.png-177x177.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=%2FK9DOnkPYQ0zC9kYHNjIE%2F4d65Q2BcvybAZsssFIhj0%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=pAgyD/iP+d9x+m4sA+8LXg==" style="max-height: 177px;max-width: 177px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/180x178/__key/communityserver-wikis-components-files/00-00-00-02-95/3531.contentimage_5F00_126498.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/3531.contentimage_126498.png-180x178.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=gMzYDmFkC6csGfC%2FxMZTFQYMfv6cnC78nzsTSRUM7W0%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=BbmYnEJxkXymO+6H7vhEJw==" style="max-height: 178px;max-width: 180px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/543x323/__key/communityserver-wikis-components-files/00-00-00-02-95/2045.contentimage_5F00_126499.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/2045.contentimage_126499.png-542x323.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=iicprfE8v9J4RKLiepuMMcHG0lmk%2F9XYCKtY0%2FjTknQ%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=xSpGEfMKdT7KwNE6F0NXmQ==" style="max-height: 323px;max-width: 542px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/512x313/__key/communityserver-wikis-components-files/00-00-00-02-95/0882.contentimage_5F00_126500.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/0882.contentimage_126500.png-512x313.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=321%2BlyPwOVxYgfdIhAjqe0YlY%2F%2BGoG%2Bwil4uXy7kVW0%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=0REyJzj41MrnKTcXhHjPkA==" style="max-height: 313px;max-width: 512px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Another well-done projects with a comprehensive project description. Vimarsh did a great example of all the work that needs to done for self-driving cars, and I again learned quite a lot from his project.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt; &amp;quot;Automatic Lane Detection, good project well explained.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;A good project. It still needs work to improve it, but considering Vimarsh attempted both robotics and vision, two challenging subjects, he&amp;#39;s very brave : ) Really nicely documented too.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/dragon-detector"&gt;Dragon Detector&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/workshopshed"&gt;Workshopshed&lt;/a&gt;&lt;/span&gt;:&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 1 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;1 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Dragon Detector&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/1088x627/__key/communityserver-wikis-components-files/00-00-00-02-95/3124.contentimage_5F00_126501.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/3124.contentimage_126501.png-620x357.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=CJttpy1WWahJrpLuvzHPWVL8Lx8AL3w2efgeJ3G8or8%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=o0eMm8Ne9EAkJ3URRHw22A==" style="max-height: 357px;max-width: 620px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/894x432/__key/communityserver-wikis-components-files/00-00-00-02-95/1070.contentimage_5F00_126502.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/1070.contentimage_126502.png-620x300.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=YMRpIVxz0otZMYaCXToGSY4XipUsiEK%2F1285DB4n4OM%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=MVLAFXn4YbxNyf+wQ+iE0g==" style="max-height: 300px;max-width: 620px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/427x319/__key/communityserver-wikis-components-files/00-00-00-02-95/8836.contentimage_5F00_126503.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/8836.contentimage_126503.jpg-427x318.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=eRzR0HlDj0dzuMK0WU1upArx4MXUygF7znAKD%2F4lbiA%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=m5fu2XuNgUsCTxbt0dtytg==" style="max-height: 318px;max-width: 427px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/457x331/__key/communityserver-wikis-components-files/00-00-00-02-95/4617.contentimage_5F00_126504.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/4617.contentimage_126504.png-457x330.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=4smDWH1DwBDBP%2Bff9xjYiM05TfmYyTaCvWo8Rdkzduw%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=o36R0NHyS/T8/t2E+FgqqQ==" style="max-height: 330px;max-width: 457px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;This hit my sweet spot for not-so-serious projects. But even dragons and knights prove to be very useful to learn about AI&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt; &amp;quot;Dragon Detector, definitely original though an old recycled project.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Great project showing the power of OpenCV. Full source code too.&amp;quot;&lt;/strong&gt; - Community Member Judge &lt;/p&gt;&lt;/blockquote&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;color:#333333;"&gt;&lt;strong&gt;Dragonboard 410c&lt;/strong&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;color:#333333;"&gt;&lt;strong&gt;Webcam&lt;/strong&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;color:#333333;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;PIR detector&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;strong&gt;Level Shifter&lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;Picon Zero board&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;strong&gt;Servo&lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/smart-security-camera-with-attendance-on-google-sheets"&gt;Smart Security Camera (with Attendance on Google Sheets)&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/aabhas"&gt;aabhas&lt;/a&gt;&lt;/span&gt;:&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 1 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;1 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Smart Security Camera (with Attendance on Google Sheets)&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/440x279/__key/communityserver-wikis-components-files/00-00-00-02-95/5287.contentimage_5F00_126505.gif"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/5287.contentimage_126505.gif?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=fMcDZIs1DLg9abZ51sd86DcMTK3hclcoOdSovmb7o%2Fg%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=6gAvS1RK45RmEyngnTtrxA==" style="max-height: 278px;max-width: 440px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/491x279/__key/communityserver-wikis-components-files/00-00-00-02-95/2134.contentimage_5F00_126506.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/2134.contentimage_126506.jpg-491x278.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=O4uFP94WvD6uGYvh89Nq6a2SqURn%2FMH4qe0oVc5mxaA%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=PwxF7aQ6OsZflR2IsGfAcg==" style="max-height: 278px;max-width: 491px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/463x255/__key/communityserver-wikis-components-files/00-00-00-02-95/2548.contentimage_5F00_126507.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/2548.contentimage_126507.jpg-463x255.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=fb6O1h%2BncayH8S94REXp71ptZ%2BbJXx7I23YPzAHummY%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=DdvRDqjQcGIra2hZZD2SMg==" style="max-height: 255px;max-width: 463px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/408x255/__key/communityserver-wikis-components-files/00-00-00-02-95/5661.contentimage_5F00_126508.gif"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/5661.contentimage_126508.gif?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=ZRvRcewy%2F6uhocnmLSME0ycQboOxPKivipV4d%2BBHeYo%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=s+/vys8R/ZbMDz6BMukYQg==" style="max-height: 255px;max-width: 408px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Well-documented project, showing how to use OpenCV for face recognition and automatic logging of the person to a spreadsheet in the cloud. Aabhas went to a lot of effort to document this project, it looks great.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;I can see how much enthusiasm has gone into this, and how one of our younger members has really been inspired to put a lot of effort into E14.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Smart Security Camera, well done project with lots of uses.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/visionthing/b/blog/posts/ai_5f00_lock---diy-with-beaglebone-ai-in-four-hours"&gt;AI_Lock - DIY with BeagleBone AI in four hours&lt;/a&gt; by &lt;span&gt;&lt;a href="/members/fyaocn"&gt;fyaocn&lt;/a&gt;&lt;/span&gt;:&lt;/h2&gt;&lt;ul&gt;&lt;li&gt;&lt;h2&gt;&lt;a class="jive-link-blog-small" href="https://www.element14.com/community/people/fyaocn/blog/2019/10/11/first-of-all-tame-the-roaming-beast-bbb-ai"&gt;First of All, Tame the roaming beast, BBB AI.&lt;/a&gt;&lt;/h2&gt;&lt;/li&gt;&lt;/ul&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;Community Member Scoring:&lt;/strong&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;First Place:&lt;/strong&gt;&amp;nbsp; 1 points, &lt;strong&gt;Total Points:&lt;/strong&gt; &lt;span style="color:#e23d39;"&gt;&lt;strong&gt;1 Points&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;aiLock on BeagleBone AI&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/464x300/__key/communityserver-wikis-components-files/00-00-00-02-95/7750.contentimage_5F00_126509.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/7750.contentimage_126509.png-463x300.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=AEs0aa1PICCG7sXnHbyyj%2FcjbM65IVtamdV14zrcYjY%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=+w0pXGKDsJzl/FtmCIG2Yg==" style="max-height: 300px;max-width: 463px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/528x316/__key/communityserver-wikis-components-files/00-00-00-02-95/4606.contentimage_5F00_126510.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/4606.contentimage_126510.png-528x316.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=9%2BRgOi0fAVMguWToWl36%2FgFEFtSXYoTv75Ii9rXvUjw%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=VM9gvstQvndjSrNX3DvOPw==" style="max-height: 316px;max-width: 528px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/376x280/__key/communityserver-wikis-components-files/00-00-00-02-95/4111.contentimage_5F00_126511.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/4111.contentimage_126511.jpg-376x280.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=OVsDzbU1Qb4GANlTPygBpCneE%2FAh7NmlHsNwB%2F8zHzc%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=+sdVnAvMeK2/S62VWDKSqw==" style="max-height: 280px;max-width: 376px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/396x296/__key/communityserver-wikis-components-files/00-00-00-02-95/0882.contentimage_5F00_126512.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/0882.contentimage_126512.jpg-396x295.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=Vd2A1xZtGhnCJzLGaTsNe%2B2As67DpcNVwxvfDQmipt8%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=qfZ9qWUFvEQWxQwzH2Oznw==" style="max-height: 295px;max-width: 396px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;Very interesting project, relying on the BB-AI hardware features and TIDL functionality to perform the image recognition. This is new stuff, so it&amp;#39;s great to see such projects we can all learn from. There was actually an immense amount of useful information, but needs a video.&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;blockquote class="jive-quote"&gt;&lt;p style="margin:0;"&gt;&lt;strong&gt;&amp;quot;While others seemed overwhelmed by the new BB AI, he got right to it and made an electromechanical solution with no complaints.&amp;nbsp; He explained advanced BB topics such as PRU and TIDL.&amp;nbsp; I would have to spend a few days learning to understand it all (and I will, later)&amp;quot;&lt;/strong&gt; - Community Member Judge&lt;/p&gt;&lt;/blockquote&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Manufacturer&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Quantity&lt;br /&gt;&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;Beaglebone AI&lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/products/devtools/single-board-computers/next-genbeaglebone/"&gt;BeagleBoard&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;1&lt;/td&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:25%;padding:2px;"&gt;&lt;span&gt;&lt;span class="e14-init-shown e14-product-link-buynow" id="addProduct-TQjKCiw5-linked" style="white-space:nowrap;"&gt;&lt;a class="jive-link-product-addtolist" href="https://www.element14.com/community/view-product.jspa?fsku=3132825&amp;amp;nsku=10AH2651&amp;amp;COM=noscript" target="_blank"&gt;&lt;span class="pf-widget-map pf-productlink-cart-icon"&gt;&lt;/span&gt;&lt;/a&gt;&lt;a class="jive-link-product pf-embedded-product-link" href="https://www.element14.com/community/view-product.jspa?fsku=3132825&amp;amp;nsku=10AH2651&amp;amp;COM=noscript" target="_blank"&gt;Buy Now&lt;/a&gt;&lt;/span&gt;&lt;span class="e14-init-hidden" id="addProduct-TQjKCiw5-unlinked"&gt;Buy Now&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="1" class="jiveBorder" style="border:1px solid #000000;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:1px solid black;border:1px solid #000000;padding:2px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Product Name&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;color:#333333;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;One USB Camera&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;p style="margin:0;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;color:#333333;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;One DC motor with Driver and Battery&lt;/strong&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;One normal door lock for refurbishment&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:1px solid black;border:1px solid #000000;width:100%;padding:2px;"&gt;&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;&lt;strong&gt;No more development software needed, you have C9 Cloud already&lt;/strong&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;h2&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2&gt;&lt;span style="color:#3334ca;"&gt;What&amp;#39;s Happening Now&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span style="font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#303030;"&gt;There&amp;#39;s always stuff going on in the community and the best ideas always come from you.&amp;nbsp; Suggest your idea in the &lt;a class="jive-link-wiki-small" href="/challenges-projects/project14/w/documents/20670/project14-you-decide-the-next-monthly-project-competition"&gt;Monthly Poll&lt;/a&gt;,&amp;nbsp; and vote on the themes you want to do projects on. Build projects that combine animation and electronics to create mechanized puppets. They can be pre-programmed or remotely controlled, using servos, controllers, linkages, and more in the &lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/animatronics/"&gt;Animatronics&lt;/a&gt; competition.&amp;nbsp; Or, join our &lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/rf/"&gt;RF (Radio Frequency)&lt;/a&gt; competition for a chance to win a Spectrum Analyzer Grand Prize plus a $200 Shopping Cart or win a handheld Oscilloscope with a $100 Shopping Cart.&amp;nbsp; Build a&lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;ny projects involving or exploring RF including circuits, antennas, SDR, ham radios, modulation/demodulation, radars, and more!&lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;RF (Radio Frequency)&lt;/strong&gt;&lt;/th&gt;&lt;th style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Animatronics&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;strong&gt;&lt;a class="jive-link-wiki-small" href="/challenges-projects/project14/rf/w/documents/4614/project14-rf-radio-frequency-win-a-spectrum-analyzer-for-the-most-innovative-rf-project"&gt;Project14 | RF (Radio Frequency): Win a Spectrum Analyzer for the Most Innovative RF Project!&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td colspan="1" style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;strong&gt;&lt;a class="jive-link-blog-small" href="/challenges-projects/project14/animatronics/b/blog/posts/xut-the-animatronic-penguin-part-2"&gt;Xut: The Animatronic Penguin, Part 2&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/310x169/__key/communityserver-wikis-components-files/00-00-00-02-95/5672.contentimage_5F00_126513.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/5672.contentimage_126513.jpg-310x168.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=pLLdD7IxvmuxvKqmwFX8NyQAh%2FR308CVvI9bAO5hPN4%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=4a4hAjuSs63BjNeZ4zn4Rg==" style="max-height: 168px;max-width: 310px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;p style="margin:0;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/222x166/__key/communityserver-wikis-components-files/00-00-00-02-95/5280.contentimage_5F00_126514.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/5280.contentimage_126514.jpg-222x165.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=pLHep0v8aCWVd4iEgg0lvv7aCVeXEHkSvgteNYssIiM%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=5Onj325C/qAGjftF4MXo4Q==" style="max-height: 165px;max-width: 222px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/p&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/animatronics/"&gt;Animatronics&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/animatronics/"&gt;Animatronics&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;"&gt;&lt;span style="color:#333333;font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;"&gt;We&amp;#39;re having our third annual Holiday Special.&amp;nbsp; It&amp;#39;s a lot like last year....&amp;nbsp; and the year before.... The theme is Holiday Special 19.&amp;nbsp; The goal is to S&lt;/span&gt;&lt;span style="color:#303030;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;pread Mirth and Merry for a chance to win over $20,000 worth of prizes and gifts to give.&amp;nbsp;&amp;nbsp; Like last year, the big Grand Prize is a&lt;span style="color:#303030;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;n Oscilloscope Grand Prize (only more expensive) plus a Tool Kit and $100 Shopping Cart Gift to Give.&amp;nbsp; $100 Shopping Carts and Tool Kits for 3 First Place Winners plus $100 Shopping Cart Gift to Gives!&amp;nbsp; &lt;span style="color:#333333;font-family:Arial, &amp;#39;Lucida Grande&amp;#39;, sans-serif;"&gt;Make a fun project in the holiday spirit.&amp;nbsp; Your project can be related to Christmas, Hanukkah, Kwanzaa, or Festivus for the rest of us related!&amp;nbsp;&amp;nbsp; It can even be a Star Wars project, if you only believe in the Force.&lt;/span&gt; The competition will run till January 15th. &lt;/span&gt;&lt;/span&gt;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;table border="0px" class="jiveBorder" style="border:0px solid #ffffff;width:100%;"&gt;&lt;thead&gt;&lt;tr&gt;&lt;th colspan="2" style="border:0pxpx solid black;border:0px solid #ffffff;padding:6px;color:#ffffff;background-color:#9ea900;text-align:left;" valign="middle"&gt;&lt;strong&gt;Holiday Special 19&lt;br /&gt;&lt;/strong&gt;&lt;/th&gt;&lt;/tr&gt;&lt;/thead&gt;&lt;tbody&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;strong&gt;&lt;a class="jive-link-wiki-small" href="/challenges-projects/project14/theholidayspecial19/w/documents/4625/project14-holiday-special-19-over-20-000-worth-of-prizes-and-gifts-to-give"&gt;Project14 | Holiday Special 19: Over $20,000 Worth of Prizes and Gifts to Give!&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;strong&gt;&lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/theholidayspecial19/"&gt;Holiday Special 19&lt;/a&gt; &lt;/strong&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/307x200/__key/communityserver-wikis-components-files/00-00-00-02-95/4604.contentimage_5F00_126515.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/4604.contentimage_126515.jpg-307x200.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=2jqUom87yzsn963v4aZZBOuRsRhs6oDOKIdk9M4t7gU%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=HCd3Ruv8kYQMYRXiDhB04w==" style="max-height: 200px;max-width: 307px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/168x168/__key/communityserver-wikis-components-files/00-00-00-02-95/0474.contentimage_5F00_126516.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/0474.contentimage_126516.png-168x168.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=7Rnu4NED2gU1cNUTKdXKydln1LQ37mfvHJhp3eb4siU%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=dRzxFt9ONJ94TB8BDnf6Rg==" style="max-height: 168px;max-width: 168px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span style="color:#e23d39;"&gt;&lt;strong&gt;Gift to Keep:&lt;/strong&gt;&lt;/span&gt; Tektronix Oscilloscope Plus Application Bundle&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span style="color:#e23d39;"&gt;&lt;strong&gt;Gift to Give:&lt;/strong&gt; &lt;span style="color:#303030;"&gt;Tool Kit plus a $100 Shopping Cart&lt;/span&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/179x179/__key/communityserver-wikis-components-files/00-00-00-02-95/5265.contentimage_5F00_126517.png"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/5265.contentimage_126517.png-179x179.png?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=d%2BJUqeKMvISDs9caTzeKPC9Uujbj5622Q6Mi17GOy7Q%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=1kjw9ugQcA/UGC17Btu++A==" style="max-height: 179px;max-width: 179px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span&gt;&lt;a href="https://community.element14.com/resized-image/__size/271x203/__key/communityserver-wikis-components-files/00-00-00-02-95/0407.contentimage_5F00_126518.jpg"&gt;&lt;img loading="lazy" alt="image" src="https://community-storage.element14.com/communityserver-components-secureimagefileviewer/communityserver/wikis/components/files/00/00/00/02/95/0407.contentimage_126518.jpg-271x203.jpg?sv=2016-05-31&amp;amp;sr=b&amp;amp;sig=g5lZM4b1Fn6aTi%2F8fSJlvMgy14gMsAkJJfVN4d5TtVo%3D&amp;amp;se=2026-05-13T23%3A59%3A59Z&amp;amp;sp=r&amp;amp;_=GZs69itQmIVjhquRIUCikg==" style="max-height: 203px;max-width: 271px;" /&gt;&lt;/a&gt;&lt;/span&gt;&lt;/td&gt;&lt;/tr&gt;&lt;tr&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span style="color:#e23d39;"&gt;&lt;strong&gt;Gift to Keep:&lt;/strong&gt;&lt;/span&gt; Tool Kit Plus a $100 Shopping Cart&lt;/td&gt;&lt;td style="border:0pxpx solid black;border:0px solid #ffffff;width:50%;padding:6px;"&gt;&lt;span style="color:#e23d39;"&gt;&lt;strong&gt;Gift to Give:&lt;/strong&gt; &lt;/span&gt;A $100 Shopping Cart&lt;/td&gt;&lt;/tr&gt;&lt;/tbody&gt;&lt;/table&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;Thank you for continued support of &lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/"&gt;Project14&lt;/a&gt; !&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;Its been a great year and we&amp;#39;re going to close it out with a bang!&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2 style="font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;&lt;span style="font-weight:inherit;font-style:inherit;font-family:inherit;color:#303030;"&gt;In the comments below:&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2 style="font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;&lt;span style="font-weight:inherit;font-style:inherit;font-family:inherit;color:#303030;"&gt;Be sure to Congratulate the Winners and Keep Being Awesome!&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;padding:0px;font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;&amp;nbsp;&lt;/p&gt;&lt;p style="margin:0;font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;Thank you for continued support of &lt;a class="jivecontainerTT-hover-container jive-link-community-small" href="/challengesprojects/project14/"&gt;Project14&lt;/a&gt; !&lt;/p&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2 style="font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;&lt;span style="font-weight:inherit;font-style:inherit;font-family:inherit;color:#303030;"&gt;In the comments below:&lt;/span&gt;&lt;/h2&gt;&lt;p style="margin:0;padding:0px;"&gt;&amp;nbsp;&lt;/p&gt;&lt;h2 style="font-family:Verdana, &amp;#39;Verdana Ref&amp;#39;, Geneva, Tahoma, sans-serif;color:#333333;"&gt;&lt;span style="font-weight:inherit;font-style:inherit;font-family:inherit;color:#303030;"&gt;Be sure to Congratulate the Winners and Keep Being Awesome!&lt;/span&gt;&lt;/h2&gt;&lt;div style="clear:both;"&gt;&lt;/div&gt;&lt;script&gt;window.top.e14.func.queueScripts.add(function() { window.top.e14.func.e14DynaloadTabbedTables.init(); });&lt;/script&gt;

&lt;div style="font-size: 90%;"&gt;Tags: rand, vpu, open cv, keysight, artificial intelligence, past_contest, fpga, keysight dsox011g, oscilloscope, raspberry pi, optical character recognition, machine learning, ai, gpu, cpu, iot, deep learning, beagleboard, sift&lt;/div&gt;
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