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I think I was able to run Yolo 3 on my shitty $99 smartphone a while ago. Did it for human detection. Don't remember the FPS, but it wasn't 0.1, it was much better than that.

The beauty of a smartphone is it's all in one small package, and it has everything - the CPU/GPU + camera + 4G/3G + wifi, plus you can trivially hook it up to a huge USB powerbank. They even have weatherproofed ones.

RPi will cost you more with all the bells and whistles to actually make it work for this case.



How did you set it up on the software side though? How flexible/customizable was it?


I’m really interested in this, do you have anything written about how you did it?




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