Pruning and quantization for SSD. Model compression.
DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.
Real-ESRGAN aims at developing Practical Algorithms for General Image/Video Restoration.
A Collection of useful Methods in Java
《李宏毅深度学习教程》(李宏毅老师推荐?,苹果书?),PDF下载地址:https://github.com/datawhalechina/leedl-tutorial/releases
An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.
? Easy-to-use and powerful NLP and LLM library with ? Awesome model zoo, supporting wide-range of NLP tasks from research to industrial applications, including ?Text Classification, ? Neural Search, ? Question Answering, ?? Information Extraction, ? Document Intelligence, ? Sentiment Analysis etc.
Lossy PNG compressor — pngquant command based on libimagequant library
SwinIR: Image Restoration Using Swin Transformer (official repository)
An anomaly detection library comprising state-of-the-art algorithms and features such as experiment management, hyper-parameter optimization, and edge inference.
Efficient AI Backbones including GhostNet, TNT and MLP, developed by Huawei Noah's Ark Lab.