facebookresearch / NeuralCompressionLinks
A collection of tools for neural compression enthusiasts.
☆574Updated last year
Alternatives and similar repositories for NeuralCompression
Users that are interested in NeuralCompression are comparing it to the libraries listed below
Sorting:
- Entropy coding / arithmetic coding for PyTorch☆256Updated 3 years ago
- A PyTorch library and evaluation platform for end-to-end compression research☆1,422Updated 3 weeks ago
- Data compression in TensorFlow☆899Updated last month
- Low-complexity neural image & video codec.☆182Updated last week
- Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".☆119Updated 3 years ago
- Data compression in JAX☆67Updated 10 months ago
- PyTorch Implementation of the CVPR'19 Paper "Practical Full Resolution Learned Lossless Image Compression"☆404Updated 2 years ago
- ☆87Updated 2 weeks ago
- Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression☆460Updated 2 years ago
- Entropy coders for research and production in Python and Rust.☆96Updated 3 months ago
- Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸☆150Updated 4 years ago
- Compression tools for machine learning researchers☆85Updated 2 years ago
- Deep Contextual Video Compression☆617Updated 2 months ago
- Fraunhofer Neural Network Encoder/Decoder (NNCodec)☆81Updated 3 months ago
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled f…☆95Updated 3 weeks ago
- Authors' PyTorch implementation of lossy image compression methods based on hierarchical VAEs☆73Updated 11 months ago
- ☆13Updated 3 years ago
- ☆13Updated 3 years ago
- Code for "The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric"☆23Updated last year
- TensorFlow implementation of SwinT-ChARM (Transformer-Based Transform Coding, ICLR 2022)☆44Updated last year
- Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"☆51Updated last year
- End-to-end optimized image compression☆120Updated 5 years ago
- Bit-Swap: Recursive Bits-Back Coding for Lossless Compression with Hierarchical Latent Variables☆273Updated 2 years ago
- PyTorch implementation and benchmark of Video Compression☆375Updated last year
- a fast range coder in C++, using SSE☆67Updated last year
- ☆152Updated 3 years ago
- Official Pytorch implementation for video neural representation (NeRV)☆315Updated last year
- ☆18Updated 2 years ago
- Code release for Hoogeboom, Emiel, Jorn WT Peters, Rianne van den Berg, and Max Welling. "Integer Discrete Flows and Lossless Compression…☆100Updated 5 years ago
- Pytorch implementation of COIN++ 🍁☆73Updated 3 years ago