I would use NVidia Jetson TK1 or X1 instead, you can run same CUDA accelerated ML frameworks as elsewhere. Runs Ubuntu. TK1 is about $190 with 192 CUDA cores an

I would use NVidia Jetson TK1 or X1 instead, you can run same CUDA accelerated ML frameworks as elsewhere. Runs Ubuntu. TK1 is about $190 with 192 CUDA cores and enough IO for whatever you need. http://elinux.org/Jetson/GPIO http://elinux.org/Jetson/GPIO Train on a desktop/cloud GPU and use the trained network on the Jetson, you should get realtime perf for most simple autonomous driving related stuff. Look into ROS and Ardupilot Rover as well for a head start into autonomous RC cars. Here's a tutorial on getting Tensorflow running on Jetson - http://cudamusing.blogspot.co.uk/2015/11/building-tensorflow-for-jetson-tk1.html http://cudamusing.blogspot.co.uk/2015/11/building-tensorflow...