InterDigitalInc/CompressAI
A PyTorch library for end-to-end learned data compression using deep neural networks.
Not currently ranked — collecting fresh signals.
star history
CompressAI provides custom operations, layers, and pre-trained models for deep learning based image and video compression. It includes a partial port of the TensorFlow compression library and evaluation scripts to benchmark learned compression models against classical codecs. The library supports multi-GPU training and is designed for compression research.
Frequently asked
- What is InterDigitalInc/CompressAI?
- A PyTorch library for end-to-end learned data compression using deep neural networks.
- Is CompressAI open source?
- Yes — InterDigitalInc/CompressAI is open source, released under the BSD-3-Clause-Clear license.
- What language is CompressAI written in?
- InterDigitalInc/CompressAI is primarily written in Python.
- How popular is CompressAI?
- InterDigitalInc/CompressAI has 1.6k stars on GitHub.
- Where can I find CompressAI?
- InterDigitalInc/CompressAI is on GitHub at https://github.com/InterDigitalInc/CompressAI.