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Does anyone have experience how TensorFlow work on Raspberry pi? I have an idea for a simple robot-car that's learns itself how to drive and and transport sensi
by akerro 11y ago
Does anyone have experience how TensorFlow work on Raspberry pi? I have an idea for a simple robot-car that's learns itself how to drive and and transport sensitive things (say, full glass of water). Would it put too much heavy load operations on Raspi 2?
- feelix 11y agoyou could get it running on a raspberry pi. it's quick to run image recognition and so forth. it's training it initially that takes a lot of computing resources.
- nl 11y agoI don't believe anyone has it working yet. I've been watching this issue for progress: https://github.com/tensorflow/tensorflow/issues/254 https://github.com/tensorflow/tensorflow/issues/254
- dharma1 11y agoI 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...