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Compression with Neural Networks

This is a TensorFlow model repo containing research on compression with neural networks. This repo currently contains code for the following papers:

Full Resolution Image Compression with Recurrent Neural Networks

Organization

Image Encoder: Encoding and decoding images into their binary representation.

Entropy Coder: Lossless compression of the binary representation.

Contact Info

Model repository maintained by Nick Johnston (nmjohn).