facebookresearch / NeuralCompressionLinks
A collection of tools for neural compression enthusiasts.
☆584Updated 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☆262Updated 3 years ago
- Low-complexity neural image & video codec.☆196Updated last week
- A PyTorch library and evaluation platform for end-to-end compression research☆1,469Updated last month
- Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".☆120Updated 3 years ago
- Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸☆154Updated 4 years ago
- Data compression in JAX☆67Updated last year
- ☆89Updated 2 months ago
- Data compression in TensorFlow☆902Updated 3 months ago
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled f…☆103Updated last week
- PyTorch Implementation of the CVPR'19 Paper "Practical Full Resolution Learned Lossless Image Compression"☆406Updated 2 years ago
- Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression☆471Updated 2 years ago
- Compression tools for machine learning researchers☆85Updated 2 years ago
- ☆13Updated 3 years ago
- ☆13Updated 3 years ago
- Deep Contextual Video Compression☆654Updated 4 months ago
- Entropy coders for research and production in Python and Rust.☆99Updated 5 months ago
- Authors' PyTorch implementation of lossy image compression methods based on hierarchical VAEs☆78Updated last year
- TensorFlow implementation of SwinT-ChARM (Transformer-Based Transform Coding, ICLR 2022)☆45Updated 2 years ago
- Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"☆51Updated 2 years ago
- Official Pytorch implementation for video neural representation (NeRV)☆320Updated 2 years ago
- a fast range coder in C++, using SSE☆67Updated 2 years ago
- The correct way to resize images or tensors. For Numpy or Pytorch (differentiable).☆566Updated 2 years ago
- Training platform for End-to-End compression models, losses and metrics defined in Compressai☆24Updated 2 years ago
- PyTorch implementation and benchmark of Video Compression☆383Updated last year
- PyTorch implementation of the Generalized divisive normalization non-linearity layer☆95Updated 4 years ago
- Pytorch implementation of COIN++ 🍁☆74Updated 3 years ago
- Deep Image Compression using Decoder Side Information (ECCV 2020)☆49Updated 2 years ago
- Fraunhofer Neural Network Encoder/Decoder (NNCodec)☆82Updated 5 months ago
- ☆153Updated 3 years ago
- Code for "The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric"☆23Updated last year