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lenet

This is a small fork of activatedgeek/LeNet-5 by Ciro Santilli adding better integration and automation for:
Install on Ubuntu 24.10:
sudo apt install protobuf-compiler
cd lenet
virtualenv -p python3 .venv
. .venv/bin/activate
pip install -r requirements-python-3-12.txt
Download and extract MNIST train, test accuracy, and generate the ONNX lenet.onnx:
./train.py
Extract MNIST images as PNG:
./extract_pngs.py
Infer some individual images using the ONNX:
./infer.py data/MNIST/png/test/0/*.png
Draw on a GUI and see live inference using the ONNX:
./draw.py
TODO: the following are missing for this to work:

Ancestors (14)

  1. Activatedgeek/LeNet-5
  2. LeNet implementation
  3. LeNet
  4. List of convolutional neural networks
  5. Convolutional neural network
  6. ANN model
  7. Artificial neural network
  8. Neural network
  9. Machine learning
  10. Computer
  11. Information technology
  12. Area of technology
  13. Technology
  14. Home

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