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AI Cam Shit

Requirements

Optional using VENV

  1. python -m venv venv

  2. source /venv/bin/activate

  3. First, install PyTorch following the instructions at: https://pytorch.org/get-started/locally/

  4. pip install model_compression_toolkit

  5. pip install imx500-converter[pt]

Usage

  1. Capture hand images first: python capture_hands.py
  2. Run Demo.py python demo.py

onnx to model

  1. imxconv-pt -i .\quantized_models\blazepalm_quantized.onnx -o .\model

model to pi cam (ONLY ON RASP)

  1. sudo apt install imx500-tools
  2. imx500-package -i -o

Models ported so far

  1. Face detector (BlazeFace)
  2. Face landmarks
  3. Palm detector
  4. Hand landmarks

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