A collection of tools for neural compression enthusiasts.
☆592Sep 20, 2024Updated last year
Alternatives and similar repositories for NeuralCompression
Users that are interested in NeuralCompression are comparing it to the libraries listed below
Sorting:
- A PyTorch library and evaluation platform for end-to-end compression research☆1,535Mar 12, 2026Updated last week
- Code for Text + Sketch: Image Compression at Ultra Low Rates☆49Aug 25, 2025Updated 6 months ago
- Deep Contextual Video Compression☆716Feb 5, 2026Updated last month
- PyTorch implementation and benchmark of Video Compression☆389Apr 25, 2024Updated last year
- PyTorch implementation of PerCo (Towards Image Compression with Perfect Realism at Ultra-Low Bitrates, ICLR 2024)☆103Jan 13, 2025Updated last year
- Pytorch implementation of High-Fidelity Generative Image Compression + Routines for neural image compression☆476May 2, 2023Updated 2 years ago
- Entropy coding / arithmetic coding for PyTorch☆266Jul 8, 2022Updated 3 years ago
- ☆94Feb 11, 2026Updated last month
- Official implementation of "Variable-Rate Deep Image Compression through Spatially-Adaptive Feature Transform", ICCV 2021☆96Oct 29, 2021Updated 4 years ago
- Data compression in TensorFlow☆910Jan 15, 2026Updated 2 months ago
- Compression tools for machine learning researchers☆86May 16, 2023Updated 2 years ago
- [ACMMM 2023 / NCW ICML 2023] Multi-Reference Entropy Models for Learned Image Compression☆164Feb 21, 2026Updated 3 weeks ago
- High-Efficiency Lossy Image Coding Through Adaptive Neighborhood Information Aggregation☆74Dec 4, 2023Updated 2 years ago
- Lossy Compression with Pretrained Diffusion Models☆33Dec 10, 2025Updated 3 months ago
- Low-complexity neural image & video codec.☆214Jan 19, 2026Updated 2 months ago
- [TCSVT 2025] RDEIC: Accelerating Diffusion-Based Extreme Image Compression with Relay Residual Diffusion☆48Dec 30, 2025Updated 2 months ago
- ☆73Nov 4, 2021Updated 4 years ago
- CompressAI-Vision helps you design, test and compare Video Compression for Machines pipelines. Compression methods can be either pulled f…☆114Jan 29, 2026Updated last month
- Official code for "Computationally-Efficient Neural Image Compression with Shallow Decoders", ICCV 2023☆35Oct 15, 2024Updated last year
- ☆96May 30, 2022Updated 3 years ago
- Generic image compressor for machine learning. Pytorch code for our paper "Lossy compression for lossless prediction".☆121Aug 19, 2022Updated 3 years ago
- Pytorch implementation of the paper "The Devil Is in the Details: Window-based Attention for Image Compression".☆193Nov 11, 2023Updated 2 years ago
- Official Implementation of "Neural Image Compression with Text-guided Encoding for both Pixel-level and Perceptual Fidelity (ICML 2024)"☆42Aug 28, 2024Updated last year
- ☆227Apr 19, 2024Updated last year
- [TCSVT 2025] Toward Extreme Image Compression with Latent Feature Guidance and Diffusion Prior☆101Dec 30, 2025Updated 2 months ago
- Official implementation of "Universal Deep Image Compression via Content-Adaptive Optimization with Adapters" presented at WACV 23 (https…☆31Sep 17, 2023Updated 2 years ago
- [ACMMM 2021 Oral] Enhanced Invertible Encoding for Learned Image Compression☆129Feb 9, 2023Updated 3 years ago
- Code for "The Unreasonable Effectiveness of Linear Prediction as a Perceptual Metric"☆23Jan 26, 2024Updated 2 years ago
- [ICML 2025] Ultra Lowrate Image Compression with Semantic Residual Coding and Compression-Aware Diffusion☆55Sep 9, 2025Updated 6 months ago
- TensorFlow implementation of SwinT-ChARM (Transformer-Based Transform Coding, ICLR 2022)☆45Oct 6, 2023Updated 2 years ago
- Official Repository for VCIP'24 paper "LMM-driven Image-Text Coding for Ultra Low-bitrate Learned Image Compression"☆26Mar 12, 2025Updated last year
- PccAI is a framework for AI-based point cloud compression☆35Apr 14, 2025Updated 11 months ago
- Repository of the paper "Learned Image Compression with Discretized Gaussian Mixture Likelihoods and Attention Modules"☆219Apr 15, 2020Updated 5 years ago
- Recent papers and codes related to deep learning/deep neural network based image compression and video coding framework.☆165May 5, 2022Updated 3 years ago
- Official code for Human Friendly Perceptual Learned Image Compression with Reinforced Transform and Unofficial Implementation of papar "P…☆22Aug 10, 2023Updated 2 years ago
- A PyTorch implementation of DVC（DVC: An End-to-end Deep Video Compression Framework）☆58Sep 9, 2022Updated 3 years ago
- Data compression in JAX☆67Nov 23, 2024Updated last year
- PyTorch Implementation of the CVPR'19 Paper "Practical Full Resolution Learned Lossless Image Compression"☆408Jul 6, 2023Updated 2 years ago
- Implemetation of ELIC: Efficient Learned Image Compression with Unevenly Grouped Space-Channel Contextual Adaptive Coding☆194Sep 30, 2023Updated 2 years ago