Arui1

AdelaiDet

AdelaiDet is an open source toolbox for multiple instance-level detection and recognition tasks.

centermask2

CenterMask2 on top of detectron2, in CVPR 2020

CondInst

Conditional Convolutions for Instance Segmentation, achives 37.1mAP on coco val

D2Det

D2Det: Towards High Quality Object Detection and Instance Segmentation (CVPR2020)

Depix

Recovers passwords from pixelized screenshots

distiller

Neural Network Distiller by Intel AI Lab: a Python package for neural network compression research. https://intellabs.github.io/distiller

EagleEye

(ECCV'2020 Oral)EagleEye: Fast Sub-net Evaluation for Efficient Neural Network Pruning

fucking-algorithm

刷算法全靠套路，认准 labuladong 就够了！English version supported! Crack LeetCode, not only how, but also why.

hello-algorithm

🌍「算法面试+算法知识」针对小白的算法训练 | 还包括：1、阿里、字节、滴滴 百篇大厂面经汇总 2、千本开源电子书 3、百张思维导图 （右侧来个 star 吧 🌹，English version supported）

HRank

Pytorch implementation of our CVPR 2020 (Oral) -- HRank: Filter Pruning using High-Rank Feature Map

jd_seckill

京东茅台抢购，不支持其他商品！愿大家与黄牛站在同一个起跑线，公平的参与这场抢茅大赛。

Mask_RCNN

Mask R-CNN for object detection and instance segmentation on Keras and TensorFlow

mmdetection-mini

mmdetection最小学习版

mobilenetv2.pytorch

72.8% MobileNetV2 1.0 model on ImageNet and a spectrum of pre-trained MobileNetV2 models

nanodet

⚡Super fast and lightweight anchor-free object detection model. 🔥Only 1.8mb and run 97FPS on cellphone🔥

nni

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

nsfw_data_scraper

Collection of scripts to aggregate image data for the purposes of training an NSFW Image Classifier

onnx

Open standard for machine learning interoperability

PaddleOCR

Awesome multilingual OCR toolkits based on PaddlePaddle （practical ultra lightweight OCR system, provide data annotation and synthesis tools, support training and deployment among server, mobile, embedded and IoT devices）

python-cheatsheet

Comprehensive Python Cheatsheet

pytorch-image-models

PyTorch image models, scripts, pretrained weights -- (SE)ResNet/ResNeXT, DPN, EfficientNet, MixNet, MobileNet-V3/V2, MNASNet, Single-Path NAS, FBNet, and more

PytorchOCR

基于Pytorch的OCR工具库，支持常用的文字检测和识别算法

relabel_imagenet

ResNeSt

ResNeSt: Split-Attention Networks

rich

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

the-incredible-pytorch

The Incredible PyTorch: a curated list of tutorials, papers, projects, communities and more relating to PyTorch.

tvm

Open deep learning compiler stack for cpu, gpu and specialized accelerators

vega

AutoML tools chain

yolact_edge

The first competitive instance segmentation approach that runs on small edge devices at real-time speeds.

yolov5

YOLOv5 in PyTorch > ONNX > CoreML > TFLite