bamler-lab / constriction
Entropy coders for research and production in Python and Rust.
☆83Updated last week
Related projects ⓘ
Alternatives and complementary repositories for constriction
- Low-complexity neural image & video codec.☆102Updated 2 months ago
- Compression tools for machine learning researchers☆82Updated last year
- ☆55Updated 6 months ago
- Entropy coding / arithmetic coding for PyTorch☆234Updated 2 years ago
- Official repo for the ICLR22 paper "Towards Empirical Sandwich Bounds on the Rate-Distortion Function"☆10Updated last year
- ☆145Updated 2 years ago
- Training platform for End-to-End compression models, losses and metrics defined in Compressai☆18Updated 11 months ago
- ☆36Updated 4 years ago
- Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023☆25Updated 3 weeks ago
- TensorFlow implementation of SwinT-ChARM (Transformer-Based Transform Coding, ICLR 2022)☆37Updated last year
- Pytorch implementation of COIN++ 🍁☆67Updated 2 years ago
- ☆13Updated 2 years ago
- PyTorch code for the CVPR'20 paper "Learning Better Lossless Compression Using Lossy Compression"☆59Updated last year
- Code for "The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric"☆22Updated 9 months ago
- a fast range coder in C++, using SSE☆66Updated last year
- Official code repo for NeurIPS 2020 paper "Improving Inference for Neural Image Compression"☆46Updated last year
- Pytorch implementation of COIN, a framework for compression with implicit neural representations 🌸☆138Updated 3 years ago
- ☆23Updated 10 months ago
- Data compression in JAX☆56Updated last month
- The goal of the library is to help with research in the area of data compression. This is not meant to be fast or efficient implementatio…☆80Updated 10 months ago
- Authors' PyTorch implementation of lossy image compression methods based on hierarchical VAEs☆60Updated 3 weeks ago
- YAECL: Yet Another Entropy Coding Library for Neural Compression Research, with Arithmetic Coding and Asymmetric Numeral Systems support☆34Updated last year
- ☆16Updated last year
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled f…☆86Updated 2 weeks ago
- ☆14Updated last year
- ☆12Updated 2 years ago
- Development Kit for the CLIC compression challenge 2021.☆18Updated 2 years ago
- ☆59Updated 2 years ago
- Simple rANS encoder/decoder (arithmetic coding-ish entropy coder).☆315Updated last year
- Sandwiched Compression: Repurposing Standard Codecs with Neural Network Wrappers☆28Updated this week