Eye On Intelligence Challenge

Eye On Intelligence Challengehttps://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/In this competition, challengers are tasked to build an AI-powered, FPGA Machine Learning project. This is an opportunity for you to hone your embedded vision skills, utilizing a development kit based on the AMD Zynq-7000<sup>TM</sup> SoC devices.en-USTelligent Community 12<link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/person-detection-with-yolo-7-integrated-dpu-with-dnndk---finally?CommentId=d588de27-b529-4aa7-b24d-2dc82c680a75</link><pubDate>Fri, 05 Jun 2026 14:58:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:d588de27-b529-4aa7-b24d-2dc82c680a75</guid><dc:creator>viviviv</dc:creator><description>Thank you. Yes, I understand that DNNDK is no longer maintained. My current issue is that my PYNQ-Z2 / Zynq-7020 board uses the older DNNDK/N2Cube .elf flow, so I need the old DNNDK v3.0 host tools to compile the model. If DNNDK v3.0 is no longer available, I may need to migrate the whole project to a compatible DNNDK v3.1 or Vitis AI flow.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/person-detection-with-yolo-7-integrated-dpu-with-dnndk---finally?CommentId=7cd75947-7852-4b7c-9cac-64c6a10ac5a8</link><pubDate>Fri, 05 Jun 2026 14:56:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:7cd75947-7852-4b7c-9cac-64c6a10ac5a8</guid><dc:creator>fyaocn</dc:creator><description>DNNDK is out of maintenance for some times. Maybe integrated into other toolsets.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/person-detection-with-yolo-7-integrated-dpu-with-dnndk---finally?CommentId=e16daa8c-8ddf-41f4-b7bf-eff380af3dcf</link><pubDate>Fri, 05 Jun 2026 14:45:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:e16daa8c-8ddf-41f4-b7bf-eff380af3dcf</guid><dc:creator>viviviv</dc:creator><description>Hello, I am working on a similar PYNQ-Z2 / Zynq-7020 DPU project using the DNNDK/N2Cube .elf flow. I specifically need DNNDK v3.0 host tools, such as dnnc, decent_q, and dlet, to compile my model into .elf format. May I ask which DNNDK version you used? Do you still have the DNNDK v3.0 package or know where I can find it? Thank you.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/blog-4?CommentId=f393928e-6865-4f98-967f-02c598848007</link><pubDate>Mon, 29 Sep 2025 10:14:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:f393928e-6865-4f98-967f-02c598848007</guid><dc:creator>Herainestold</dc:creator><description>I like how you broke down Visual SLAM and explained how monocular, stereo, RGB‑D, and other variants work.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/blog-2?CommentId=bbab3720-1eec-488a-b6f4-e10dbca8a5a9</link><pubDate>Mon, 29 Sep 2025 08:08:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:bbab3720-1eec-488a-b6f4-e10dbca8a5a9</guid><dc:creator>Younifen</dc:creator><description>it’s a good demonstration of practical image‑processing techniques applied to material porosity enhancement.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/the-eye-on-intelligence-challenge-blog-2-reproduce-pynq-image-on-ubuntu-20-04?CommentId=337b50d8-49fe-468c-b8fc-2628f9743939</link><pubDate>Fri, 26 Sep 2025 15:25:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:337b50d8-49fe-468c-b8fc-2628f9743939</guid><dc:creator>flyingbean</dc:creator><description>I did not run PYNQ image rebuild flow for a custom board yet. From what I read at PYNQ community, it can start from copying one of the demo boards at PYNQ repo as your board folder, for example, Pynq-Z1 if the custom board using Zynq FPGA. Then upload the BSP file of the custom board into the board folder. The next file to be updated is Pyn-Z1.spec for this example. There were many blogs on this topic. You might find the solutions now since my response is late now.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/adas-and-vehicle-monitoring-system-battery-charging-and-management?CommentId=7126ce8a-5904-41c7-8c91-87bb9706b16c</link><pubDate>Tue, 05 Aug 2025 10:43:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:7126ce8a-5904-41c7-8c91-87bb9706b16c</guid><dc:creator>ParthParekh</dc:creator><description>Hello, Can you share its Arduino based library</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/the-eye-on-intelligence-challenge-blog-2-reproduce-pynq-image-on-ubuntu-20-04?CommentId=b33a1779-4fd2-410a-afde-c8111847f36d</link><pubDate>Sat, 05 Jul 2025 09:25:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:b33a1779-4fd2-410a-afde-c8111847f36d</guid><dc:creator>nsptrq</dc:creator><description>Hi, I'm currently working on rebuilding the PYNQ image for a custom board. Could you share what specific requirement files or configuration files need to be included in the board folder (e.g., board.spec, hdf/xsa , .bsp, etc.)? I want to make sure I have everything set up correctly before starting the build process. Thanks in advance!</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/defining-the-neuron-for-handwritten-digit-recognition?CommentId=d6d75946-eff5-438c-a185-38e924c7d606</link><pubDate>Thu, 03 Jul 2025 08:44:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:d6d75946-eff5-438c-a185-38e924c7d606</guid><dc:creator>Mordice</dc:creator><description>Nice!</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/blog-5-integrating-the-hw-accelerator-as-a-pynq-overlay?CommentId=f71d71f1-7e7d-4334-80d5-00c9b8e62ff8</link><pubDate>Mon, 12 May 2025 10:51:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:f71d71f1-7e7d-4334-80d5-00c9b8e62ff8</guid><dc:creator>giachi</dc:creator><description>Dear, would it be possible to have the different files so I can try it on the z1?</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/blog-2---fruitvision-scale---pynq-on-the-digilent-arty-z7---quickstart?CommentId=0153fc6e-d750-4e69-ab7d-aa30f8398909</link><pubDate>Thu, 08 May 2025 10:15:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:0153fc6e-d750-4e69-ab7d-aa30f8398909</guid><dc:creator>javagoza</dc:creator><description>The com port number is assigned by Windows. Go to the device manager and check which Port port is assigned to the board when plugging the USB port</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/blog-2---fruitvision-scale---pynq-on-the-digilent-arty-z7---quickstart?CommentId=239c8916-9aa5-49e6-8bea-aa4d4ba5dc7e</link><pubDate>Wed, 07 May 2025 17:00:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:239c8916-9aa5-49e6-8bea-aa4d4ba5dc7e</guid><dc:creator>Saif_Obaid</dc:creator><description>Dear Javagoza, I am a student that just started on DL boards, I was using your blog to get started on this subject, however I am stuck at Tera Term, I don't know why when I start it, and while I am connected to the board, with the USB cable, and ethernet cable, it shows that the port is COM 7, and not COM 4 as seen in this blog, I will try on another laptop, and another possibility I could think of is that I am using the latest version of Tera Term, which is Tera Term 5, and I though maybe you are using an older version? if so can you kindly share with me the software? Kind regards, Saif Obaid</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/an-eye-on-intelligence---winners-announcement?CommentId=2392cdb6-bf9d-4f03-9a53-c4195ddbc72d</link><pubDate>Sat, 26 Apr 2025 14:10:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:2392cdb6-bf9d-4f03-9a53-c4195ddbc72d</guid><dc:creator>beacon_dave</dc:creator><description>It really exists ! - it arrived in the mail today. Looks like Springer has a discount offer on the eBook version at the moment - £12.99</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/blog-2---fruitvision-scale---pynq-on-the-digilent-arty-z7---quickstart?CommentId=6d1061f8-d407-4f2a-9835-9373126dbad1</link><pubDate>Wed, 16 Apr 2025 11:03:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:6d1061f8-d407-4f2a-9835-9373126dbad1</guid><dc:creator>Jan Cumps</dc:creator><description>Your terminal tries to connect to a serial port. SSH is over the network, TCP Looks like your connection setup may be correct, but the terminal is not using it. Title says it's serial to COM7</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/blog-2---fruitvision-scale---pynq-on-the-digilent-arty-z7---quickstart?CommentId=8596b464-7b0b-4519-b464-476f3792e21a</link><pubDate>Wed, 16 Apr 2025 09:10:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:8596b464-7b0b-4519-b464-476f3792e21a</guid><dc:creator>Saif_Obaid</dc:creator><description>Dear Javagoza, I'm facing a problem with the interface ( Tetra Term 5 ), it's not showing the same as the picture you attached to this page. Also, my board is LD's are not flashing as mentioned in the blog. I will attach the pictures to this comment. Your help will be truly appreciated.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/an-eye-on-intelligence---winners-announcement?CommentId=219ef5f5-daa4-431a-8a9f-5d7542c0c7ba</link><pubDate>Fri, 21 Mar 2025 13:39:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:219ef5f5-daa4-431a-8a9f-5d7542c0c7ba</guid><dc:creator>yesha98</dc:creator><description>Looks like it was routed through a local Element14 office - received it!</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/an-eye-on-intelligence---winners-announcement?CommentId=94f28655-362c-4b7d-9f50-63e542708f92</link><pubDate>Fri, 14 Mar 2025 15:36:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:94f28655-362c-4b7d-9f50-63e542708f92</guid><dc:creator>yesha98</dc:creator><description>Thanks javagoza and taifur , I will have a close watch on this.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/an-eye-on-intelligence---winners-announcement?CommentId=93cb8a50-2bc2-4a4e-84a1-df44a8892438</link><pubDate>Fri, 14 Mar 2025 14:26:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:93cb8a50-2bc2-4a4e-84a1-df44a8892438</guid><dc:creator>taifur</dc:creator><description>I also received the notification from FedEx and now under custom clearance. Hope to receive it next week.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/an-eye-on-intelligence---winners-announcement?CommentId=68b5925d-62ea-4f6a-9444-6597e2d80704</link><pubDate>Fri, 14 Mar 2025 14:18:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:68b5925d-62ea-4f6a-9444-6597e2d80704</guid><dc:creator>javagoza</dc:creator><description>Hi yesha98 and taifur, I received my prizes yesterday. The package came via FedEx, but I didn't receive any notification from element14. It was also shipped to my old address, not the one I updated in my profile a few months ago. Fortunately, FedEx is less strict than UPS, and they allowed me to change the destination address when they called me for customs clearance.</description></item><item><title /><link>https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/an-eye-on-intelligence---winners-announcement?CommentId=1ed6ab06-9dcb-45f4-a46f-e3f47c8e268e</link><pubDate>Fri, 14 Mar 2025 10:10:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:1ed6ab06-9dcb-45f4-a46f-e3f47c8e268e</guid><dc:creator>yesha98</dc:creator><description>Any updates on this?</description></item></channel></rss>