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VAE Compression

Exploring image compression using Variational Autoencoders (VAEs) and benchmarking against classical codecs like JPEG and zlib.

Project Structure

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├── codec/ # the compression and decompression pipeline
├── evaluation/ # benchmarking scripts
├── models/ # one file per model version
├── notebooks/ # results exploration and documentations
├── README.md
├── requirements.txt
├── results/ # figures and logs
├── tests/ # tests to see if stuff works
└── training/ # figures and logs

Dataset

MNIST to start. Probably CIFAR-10 as well for a more varied dataset, and then one more domain-specific dataset.

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Exploring image compression using Variational Autoencoders (VAEs) and benchmarking against classical codecs like JPEG and zlib.

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