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README.md

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# PyTorch: CIFAR-10 Demonstration
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[![Publish to PyPI](https://github.com/gperdrizet/CIFAR10/actions/workflows/publish-to-pypi.yml/badge.svg)](https://github.com/gperdrizet/CIFAR10/actions/workflows/publish-to-pypi.yml)
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A progressive deep learning tutorial for image classification on the CIFAR-10 dataset using PyTorch. This project demonstrates the evolution from basic deep neural networks to optimized convolutional neural networks with data augmentation. It also provides a set of utility functions as a PyPI package for use in other projects.

data/pytorch/cnn_optimization.db

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