I used transfer learning to retrain ssd-mobilenet to recognise my hand gestures so I could drive a large robot dog without a controller. This works pretty well if the confidence rating is set high enough, and there is also some filtering on the output to smooth out the dog’s movement. I’m just using 5 GPIO pins on a Jetson Nano to control the existing dog hardware.
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