Popular GitHub Repositories for Baselines Zoo

PaddleFormers is an easy-to-use library of pre-trained large language model zoo based on PaddlePaddle.

? 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.

PyTorch version of Stable Baselines, reliable implementations of reinforcement learning algorithms.

Easy-to-use image segmentation library with awesome pre-trained model zoo, supporting wide-range of practical tasks in Semantic Segmentation, Interactive Segmentation, Panoptic Segmentation, Image Matting, 3D Segmentation, etc.

OpenMMLab Multimodal Advanced, Generative, and Intelligent Creation Toolbox. Unlock the magic ?: Generative-AI (AIGC), easy-to-use APIs, awsome model zoo, diffusion models, for text-to-image generation, image/video restoration/enhancement, etc.

NanoDet-Plus?Super fast and lightweight anchor-free object detection model. ?Only 980 KB(int8) / 1.8MB (fp16) and run 97FPS on cellphone?

Pre-trained Deep Learning models and demos (high quality and extremely fast)

Scalable and user friendly neural :brain: forecasting algorithms.

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

The project is an official implement of our ECCV2018 paper "Simple Baselines for Human Pose Estimation and Tracking(https://arxiv.org/abs/1804.06208)"

BigDL: Distributed TensorFlow, Keras and PyTorch on Apache Spark/Flink & Ray

A training framework for Stable Baselines3 reinforcement learning agents, with hyperparameter optimization and pre-trained agents included.

收录NLP竞赛策略实现、各任务baseline、相关竞赛经验贴（当前赛事、往期赛事、训练赛）、NLP会议时间、常用自媒体、GPU推荐等，持续更新中

Language Understanding Evaluation benchmark for Chinese: datasets, baselines, pre-trained models,corpus and leaderboard

The official repo for [NeurIPS'22] "ViTPose: Simple Vision Transformer Baselines for Human Pose Estimation" and [TPAMI'23] "ViTPose++: Vision Transformer for Generic Body Pose Estimation"

PyBullet Gymnasium environments for single and multi-agent reinforcement learning of quadcopter control

Deep Learning Toolkit for Medical Image Analysis

An awesome list of TensorFlow Lite models, samples, tutorials, tools and learning resources.

A collection of 100+ pre-trained RL agents using Stable Baselines, training and hyperparameter optimization included.

Tencent Pre-training framework in PyTorch & Pre-trained Model Zoo