A154609

A154609's Stars

• huggingface/pytorch-image-models

  The largest collection of PyTorch image encoders / backbones. Including train, eval, inference, export scripts, and pretrained weights -- ResNet, ResNeXT, EfficientNet, NFNet, Vision Transformer (ViT), MobileNetV4, MobileNet-V3 & V2, RegNet, DPN, CSPNet, Swin Transformer, MaxViT, CoAtNet, ConvNeXt, and more

  Language:Python32.7k3179444.8k

• facebookresearch/detectron2

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

  Language:Python30.9k3913.5k7.5k

• open-mmlab/mmdetection

  OpenMMLab Detection Toolbox and Benchmark

  Language:Python29.9k3728.4k9.5k

• Lightning-AI/pytorch-lightning

  Pretrain, finetune ANY AI model of ANY size on multiple GPUs, TPUs with zero code changes.

  Language:Python28.7k2527.2k3.4k

• ultralytics/yolov3

  YOLOv3 in PyTorch > ONNX > CoreML > TFLite

  Language:Python10.3k1581.8k3.5k

• Megvii-BaseDetection/YOLOX

  YOLOX is a high-performance anchor-free YOLO, exceeding yolov3~v5 with MegEngine, ONNX, TensorRT, ncnn, and OpenVINO supported. Documentation: https://yolox.readthedocs.io/

  Language:Python9.5k771.5k2.2k

• jwyang/faster-rcnn.pytorch

  A faster pytorch implementation of faster r-cnn

  Language:Python7.7k918392.3k

• xingyizhou/CenterNet

  Object detection, 3D detection, and pose estimation using center point detection:

  Language:Python7.3k1131k1.9k

• dmlc/gluon-cv

  Gluon CV Toolkit

  Language:Python5.9k1538281.2k

• amusi/AI-Job-Notes

  AI算法岗求职攻略（涵盖准备攻略、刷题指南、内推和AI公司清单等资料）

  5.3k13110642

• Lyken17/pytorch-OpCounter

  Count the MACs / FLOPs of your PyTorch model.

  Language:Python4.9k29171528

• weiaicunzai/pytorch-cifar100

  Practice on cifar100(ResNet, DenseNet, VGG, GoogleNet, InceptionV3, InceptionV4, Inception-ResNetv2, Xception, Resnet In Resnet, ResNext,ShuffleNet, ShuffleNetv2, MobileNet, MobileNetv2, SqueezeNet, NasNet, Residual Attention Network, SENet, WideResNet)

  Language:Python4.4k35821.2k

• weiaicunzai/awesome-image-classification

  A curated list of deep learning image classification papers and codes

  2.9k851600

• ufoym/imbalanced-dataset-sampler

  A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.

  Language:Python2.3k3137266

• CoinCheung/pytorch-loss

  label-smooth, amsoftmax, partial-fc, focal-loss, triplet-loss, lovasz-softmax. Maybe useful

  Language:Python2.2k2339374

• pytorch/tnt

  A lightweight library for PyTorch training tools and utilities

  Language:Python1.7k4371278

• bubbliiiing/faster-rcnn-pytorch

  这是一个faster-rcnn的pytorch实现的库，可以利用voc数据集格式的数据进行训练。

  Language:Python1.6k7209356

• AgaMiko/data-augmentation-review

  List of useful data augmentation resources. You will find here some not common techniques, libraries, links to GitHub repos, papers, and others.

  1.6k445205

• lxztju/pytorch_classification

  利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码

  Language:Jupyter Notebook1.4k1453339

• luuuyi/CBAM.PyTorch

  Non-official implement of Paper：CBAM: Convolutional Block Attention Module

  Language:Python1.4k1214286

• DLLXW/data-science-competition

  该仓库用于记录作者本人参加的各大数据科学竞赛的获奖方案源码以及一些新比赛的原创baseline. 主要涵盖：kaggle, 阿里天池，华为云大赛校园赛，百度aistudio，和鲸社区，datafountain等

  Language:Python1.3k2235473

• GitDzreal93/dev-tester

  测试开发面试资源、复习资料汇总

  Language:HTML756103169

• chenyuntc/pytorch-best-practice

  A Guidance on PyTorch Coding Style Based on Kaggle Dogs vs. Cats

  Language:Python7451912226

• lxztju/leetcode-algorithm

  分类整理leetcode算法题解，代码语言采用c++与python实现

  3839289

• DWCTOD/ICCV2021-Papers-with-Code-Demo

  ICCV 2021 paper with code

  3295058

• ngthanhtin/Muiltiple-Object-Tracking

  Project-Using Background Subtraction Method, Kalman Filter and Hungary Algorithm.

  Language:C++723628

• 2014Vee/ssd-pytorch

  基于pytorch版ssd进行改进注入CBAM空间通道注意力机制，加入FPN，类别损失函数改为focalloss

  Language:Python383712

• xuzr/multiclassify-eval

  a simple python module for multiclassify eval

  Language:Python9018

• HaoGood/MOD

  Language:Python21

• A154609/deep-learning-for-image-processing

  deep learning for image processing including classification and object-detection etc.

  Language:Python1000