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A sparsified convolutional autoencoder for energy- and memory-efficient image compression

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CyprienGille/Sparse-Convolutional-AutoEncoder

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Sparse Compressive AutoEncoder

This is the code from :

Learning sparse auto-encoders for green AI image coding. Gille C., Guyard F., Antonini M., Barlaud M.

Architecture of the model

Scripts

Most scripts in this repository are utility scripts, except for training.py, which should be executed to train a model.

Dataset

The dataset used to train this network is not provided in this repository, but is freely available on github.

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A sparsified convolutional autoencoder for energy- and memory-efficient image compression

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