You'll need to install some softwares to run the neural nets on a stock embedded device. We'll layout all the resources that we used to get our systems up and running.
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Raspberry Pi 3B (running Ubuntu MATE 16.04.2)
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NVIDIA Jetson TX2 Development Kit (running L4T 28.2.1)
- NVIDIA JetPack SDK Version 3.2
- BVLC Caffe
- Tensorflow version > 1.4
- OpenCV version 3.4.1 built from sources
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GPU (NVIDIA GeForce GTX 1070)
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Android