pprp

SimpleCVReproduction

Replication of simple CV Projects including attention, classification, detection, keypoint detection, etc.

awesome-attention-mechanism-in-cv

Awesome List of Attention Modules and Plug&Play Modules in Computer Vision

SimpleCVPaperReading

:smile:博客论文列表：分系列整理

voc2007_for_yolo_torch

:punch: Prepare VOC format datasets for ultralytics/yolov3 & yolov5

captcha.Pytorch

验证码识别比赛code，针对数字，大小写字母能达到97-99%的准确率

PyTorch-CIFAR-Model-Hub

Implementation of Conv-based and Vit-based networks designed for CIFAR.

timm

PyTorch image models, scripts, pretrained weights -- ResNet, ResNeXT, EfficientNet, EfficientNetV2, NFNet, Vision Transformer, MixNet, MobileNet-V3/V2, RegNet, DPN, CSPNet, and more

CVPR2022-NAS-competition-Track1-3th-solution

Implementation of PGONAS for CVPR22W and RD-NAS for ICASSP23

PicoNAS

Modularized NAS Framework

AutoRF

AutoRF: Learning Receptive Fields with Spatial Pooling

aw_nas

aw_nas: A Modularized and Extensible NAS Framework

ChatPaper

Use ChatGPT to summarize the arXiv papers. 全流程加速科研，利用chatgpt进行论文总结+润色+审稿+审稿回复

mmdetection

OpenMMLab Detection Toolbox and Benchmark

mmrazor

OpenMMLab Model Compression Toolbox and Benchmark.

NASLib

NASLib is a Neural Architecture Search (NAS) library for facilitating NAS research for the community by providing interfaces to several state-of-the-art NAS search spaces and optimizers.

CIRKD

[CVPR-2022] Official implementations of CIRKD: Cross-Image Relational Knowledge Distillation for Semantic Segmentation

Cream

This is a collection of our NAS and Vision Transformer work.

DIST_KD

Official implementation of paper "Knowledge Distillation from A Stronger Teacher", NeurIPS 2022

lightweight-neural-architecture-search

This is a collection of our zero-cost NAS and efficient vision applications.

minGPT

A minimal PyTorch re-implementation of the OpenAI GPT (Generative Pretrained Transformer) training

mmcv

OpenMMLab Computer Vision Foundation

mmselfsup

OpenMMLab Self-Supervised Learning Toolbox and Benchmark

MQBench

Model Quantization Benchmark

nanoGPT

The simplest, fastest repository for training/finetuning medium-sized GPTs.

NAS-Bench-201-refactor

Original version of NAS-Bench-201 from AngleNAS

pprp

pycls-kd

[ECCV 2022] Locality Guidance for Improving Vision Transformers on Tiny Datasets

pyglove

Manipulating Python Programs

pytorch

Tensors and Dynamic neural networks in Python with strong GPU acceleration

Teacher-free-Distillation

TF-FD