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mocleiri / tensorflow-micropython-examples

A custom micropython firmware integrating tensorflow lite for microcontrollers and ulab to implement the tensorflow micro examples.
MIT License
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implement tflite object detection example #51

Open mocleiri opened 2 years ago

mocleiri commented 2 years ago

Recently tflite made a new example implemented using tflite python on raspberry pi.

https://github.com/tensorflow/examples/tree/master/lite/examples/object_detection/raspberry_pi

https://youtu.be/mNjXEybFn98

The tflite model size is 4MB so can be tried on Teensy 4.1 or other boards with psram enabled.

The first step would be to implement #10 so that our api is a subset of the tflite python api.

mocleiri commented 1 year ago

I was watching one of the Shawn Hymel Tinyml videos and at that time tflm didn't have the right kernels imported to support object detection.

So this may involve porting the applicable ops from tflite.

Edge impulse has their FOMO model but that probably won't run without their custom libraries.