/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/eye-on-intelligence-challenge---a-birds-eye-view---tensorflow-and-hummingbirdsTensorflow: After spending many hours trying to shuffle and reformat the bird database into something that Tensorflow would be happy with, I gave up. I found another bird database that already had each .jpg file sized the same, and all the imag...en-USTelligent Community 12https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/eye-on-intelligence-challenge---a-birds-eye-view---tensorflow-and-hummingbirdsTue, 05 Nov 2024 19:22:11 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:05ea5707-c737-4cb8-9c3e-50b665e2384cDAB0<p>Yes, you adjust your proof of concept based upon the data you can obtain.</p> <p>Hummingbirds are a good start and once it works you can then expand your system for a wider range of birds.</p><img src="https://community.element14.com/aggbug?PostID=28480&AppID=445&AppType=Weblog&ContentType=0" width="1" height="1">https://community.element14.com/challenges-projects/design-challenges/eye-on-intelligence-challenge/b/blog/posts/eye-on-intelligence-challenge---a-birds-eye-view---tensorflow-and-hummingbirdsMon, 04 Nov 2024 14:53:50 GMT93d5dcb4-84c2-446f-b2cb-99731719e767:05ea5707-c737-4cb8-9c3e-50b665e2384cjavagoza1<p>Good progress with your project! That plastic birdhouse is lovely and makes your project look super fun.</p> <p>A few weeks ago, I compiled a TensorFlow Lite release from scratch for the Arty Z7. I had hardly any problems with the compilation, but when trying to infer some pre-trained models, I ran out of memory. I have not progressed further down that path. I hope you have better luck than me!</p><img src="https://community.element14.com/aggbug?PostID=28480&AppID=445&AppType=Weblog&ContentType=0" width="1" height="1">