An opinionated list of awesome Python frameworks, libraries, software and resources.

All Algorithms implemented in Python

🤗 Transformers: State-of-the-art Machine Learning for Pytorch, TensorFlow, and JAX.

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Deepfakes Software For All

YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

Rich is a Python library for rich text and beautiful formatting in the terminal.

Awesome multilingual OCR toolkits based on PaddlePaddle (practical ultra lightweight OCR system, support 80+ languages recognition, provide data annotation and synthesis tools, support training and…

DeepSpeed is a deep learning optimization library that makes distributed training and inference easy, efficient, and effective.

Streamlit — A faster way to build and share data apps.

The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (V…

Detectron2 is a platform for object detection, segmentation and other visual recognition tasks.

OpenMMLab Detection Toolbox and Benchmark

Reverse engineered ChatGPT API

Real-time face swap for PC streaming or video calls

State-of-the-art 2D and 3D Face Analysis Project

Image-to-Image Translation in PyTorch

Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch

Never use print for debugging again

PyTorch implementations of Generative Adversarial Networks.

Datasets, Transforms and Models specific to Computer Vision

Bringing Old Photo Back to Life (CVPR 2020 oral)

Image augmentation for machine learning experiments.

An open source AutoML toolkit for automate machine learning lifecycle, including feature engineering, neural architecture search, model compression and hyper-parameter tuning.

Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125

This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".

End-to-End Object Detection with Transformers

Transfer learning / domain adaptation / domain generalization / multi-task learning etc. Papers, codes, datasets, applications, tutorials.-迁移学习

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Object Detection toolkit based on PaddlePaddle. It supports object detection, instance segmentation, multiple object tracking and real-time multi-person keypoint detection.