<?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/" xmlns:slash="http://purl.org/rss/1.0/modules/slash/" xmlns:wfw="http://wellformedweb.org/CommentAPI/"><channel><title>Forest Defender: Protecting Our Forests with Machine Learning</title><link>/products/devtools/avnetboardscommunity/azure-sphere-starter-kits/b/blog/posts/forest-defender-protecting-our-forests-with-machine-learning</link><description>Introduction 

 Importance of the Earth&amp;#39;s Forests 


 Protecting Our Forests 


 Operational Overview 



 Building the Forest Defender 

 Hardware 

 Hardware List 


 Hardware Modifications 



 Software 

 Embedded Software 

 Training a Machine Learning</description><dc:language>en-US</dc:language><generator>Telligent Community 12</generator><item><title>RE: Forest Defender: Protecting Our Forests with Machine Learning</title><link>https://community.element14.com/products/devtools/avnetboardscommunity/azure-sphere-starter-kits/b/blog/posts/forest-defender-protecting-our-forests-with-machine-learning</link><pubDate>Tue, 12 Oct 2021 03:12:00 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:4c2c23dd-7fda-4c94-abce-2e96627b0055</guid><dc:creator>firdausbinali</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;Greetings.&lt;/p&gt;&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;p&gt;&lt;span&gt;Dear Mr Jeremy. My name is Firdaus from Malaysia. Actually I interested in learning more on your project here (forest defender and safe sound in hackterio). I plan to do a project almost the same, except I would like to capture a audio signal of a moving timing belt. So, there will be 2 main sound, which are sound from AC motor and sound from the timing belt. Meaning I will used ML to eliminate sound from motor and I need to collect the sound from timing belt (its frequency) to my PC. Appreciate if you could give me your opinion on this.&lt;/span&gt;&lt;/p&gt;&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;p&gt;&lt;span&gt;Thank you.&lt;/span&gt;&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=8336&amp;AppID=235&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Forest Defender: Protecting Our Forests with Machine Learning</title><link>https://community.element14.com/products/devtools/avnetboardscommunity/azure-sphere-starter-kits/b/blog/posts/forest-defender-protecting-our-forests-with-machine-learning</link><pubDate>Thu, 12 Dec 2019 14:55:50 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:4c2c23dd-7fda-4c94-abce-2e96627b0055</guid><dc:creator>bwilless</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;Nice project!&amp;nbsp; &lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=8336&amp;AppID=235&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Forest Defender: Protecting Our Forests with Machine Learning</title><link>https://community.element14.com/products/devtools/avnetboardscommunity/azure-sphere-starter-kits/b/blog/posts/forest-defender-protecting-our-forests-with-machine-learning</link><pubDate>Wed, 11 Dec 2019 15:42:57 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:4c2c23dd-7fda-4c94-abce-2e96627b0055</guid><dc:creator>kevinkeryk</dc:creator><slash:comments>1</slash:comments><description>&lt;p&gt;This project writeup looks really well done and I am amazed by the use of the Embedded Learning Library from Microsoft.&amp;nbsp; I am curious if you put together a video that shows your creation in action?&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=8336&amp;AppID=235&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Forest Defender: Protecting Our Forests with Machine Learning</title><link>https://community.element14.com/products/devtools/avnetboardscommunity/azure-sphere-starter-kits/b/blog/posts/forest-defender-protecting-our-forests-with-machine-learning</link><pubDate>Wed, 04 Dec 2019 08:42:27 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:4c2c23dd-7fda-4c94-abce-2e96627b0055</guid><dc:creator>eivholt</dc:creator><slash:comments>0</slash:comments><description>&lt;p&gt;Hi Jeremy,&lt;/p&gt;&lt;p&gt;Congratulations on a very interesting project with a great insight into the challenges you faced.&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=8336&amp;AppID=235&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Forest Defender: Protecting Our Forests with Machine Learning</title><link>https://community.element14.com/products/devtools/avnetboardscommunity/azure-sphere-starter-kits/b/blog/posts/forest-defender-protecting-our-forests-with-machine-learning</link><pubDate>Tue, 03 Dec 2019 22:00:43 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:4c2c23dd-7fda-4c94-abce-2e96627b0055</guid><dc:creator>three-phase</dc:creator><slash:comments>1</slash:comments><description>&lt;p&gt;Great project and blog, you have accomplished quite a lot here. Do you plan on doing any further developments?&lt;/p&gt;&lt;p&gt;&amp;nbsp;&lt;/p&gt;&lt;p&gt;Kind regards&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=8336&amp;AppID=235&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item><item><title>RE: Forest Defender: Protecting Our Forests with Machine Learning</title><link>https://community.element14.com/products/devtools/avnetboardscommunity/azure-sphere-starter-kits/b/blog/posts/forest-defender-protecting-our-forests-with-machine-learning</link><pubDate>Tue, 03 Dec 2019 12:25:45 GMT</pubDate><guid isPermaLink="false">93d5dcb4-84c2-446f-b2cb-99731719e767:4c2c23dd-7fda-4c94-abce-2e96627b0055</guid><dc:creator>javagoza</dc:creator><slash:comments>1</slash:comments><description>&lt;p&gt;Lot of interesting references in your project. It shows that you have thoroughly investigated the subject. You have plenty of reasons to be happy with your project. Congratulations!&lt;/p&gt;&lt;img src="https://community.element14.com/aggbug?PostID=8336&amp;AppID=235&amp;AppType=Weblog&amp;ContentType=0" width="1" height="1"&gt;</description></item></channel></rss>