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Keras and deep learning on the Raspberry Pi (pyimagesearch.com)
106 points by benn_88 on Dec 18, 2017 | hide | past | web | favorite | 3 comments



Cool tutorial! It's great to see examples of people building models that are designed to be run in real time on the Raspberry Pi.

This post reminds me that I really need to find time to update the RPi TensorFlow Github repo. The TensorFlow team is making progress on official support- check out their nightly binaries here:

Model 2/3 B:

Python 2.7: http://ci.tensorflow.org/view/Nightly/job/nightly-pi/ Python 3.4: http://ci.tensorflow.org/view/Nightly/job/nightly-pi-python3...

Pi Zero:

Python 2.7: http://ci.tensorflow.org/view/Nightly/job/nightly-pi-zero/ Python 3.4: http://ci.tensorflow.org/view/Nightly/job/nightly-pi-zero-py...

Github discussion: https://github.com/tensorflow/tensorflow/issues/5729 Pete Warden's blog post on cross-compiling: https://petewarden.com/2017/08/20/cross-compiling-tensorflow...


Check out donkeycar.com for another fun application of Keras on a raspberry pi 3!


http://donkeycar.com is "an opensource DIY self driving platform for small scale cars" (e. g. RC cars).

The page claims all necessary parts can be bought for about $ 200 on amazon. It looks fun.




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