/challenges-projects/design-challenges/save-the-bees-design-challenge/b/blog/posts/bee-healthy---blog-5-edge-impulse-modelI&#39;ve selected the Buzz3 Audio Dataset to test model development and deployment to the Nicla Vision board using the Edge Impulse toolset. I discussed this dataset in my previous post - Bee Healthy - Blog 4: Audio Dataset . The Buzz3 data...en-USTelligent Community 12https://community.element14.com/challenges-projects/design-challenges/save-the-bees-design-challenge/b/blog/posts/bee-healthy---blog-5-edge-impulse-modelTue, 21 Feb 2023 05:20:08 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:2c54b400-d7d0-42c6-a472-2deff5f3817aflyingbean0<p>Nice blog. I just started to learn ML flow this month.</p><img src="https://community.element14.com/aggbug?PostID=25236&AppID=396&AppType=Weblog&ContentType=0" width="1" height="1">https://community.element14.com/challenges-projects/design-challenges/save-the-bees-design-challenge/b/blog/posts/bee-healthy---blog-5-edge-impulse-modelSun, 19 Feb 2023 19:19:16 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:2c54b400-d7d0-42c6-a472-2deff5f3817aDAB1<p>Nice update.</p> <p>I wonder if it could detect killer wasps attacking a hive?</p><img src="https://community.element14.com/aggbug?PostID=25236&AppID=396&AppType=Weblog&ContentType=0" width="1" height="1">https://community.element14.com/challenges-projects/design-challenges/save-the-bees-design-challenge/b/blog/posts/bee-healthy---blog-5-edge-impulse-modelSun, 19 Feb 2023 09:16:44 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:2c54b400-d7d0-42c6-a472-2deff5f3817ajavagoza1<p>When I have made live audio classifications I have had a problem with environmental noise and in the case of interiors with reverberation. It helps a lot to expand the samples with&nbsp;data augmentation and mixing samples with recordings of the ambient sound in which the system is going to be deployed.</p><img src="https://community.element14.com/aggbug?PostID=25236&AppID=396&AppType=Weblog&ContentType=0" width="1" height="1">