Arui's repositories
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
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