image-classification

There are 7779 repositories under image-classification topic.

  • 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:Python32k
  • ultralytics

    ultralytics

    Ultralytics YOLO11 🚀

    Language:Python31.5k

  • labelImg

    LabelImg is now part of the Label Studio community. The popular image annotation tool created by Tzutalin is no longer actively being developed, but you can check out Label Studio, the open source data labeling tool for images, text, hypertext, audio, video and time-series data.

    Language:Python22.7k

  • vit-pytorch

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

    Language:Python20.3k
  • label-studio

    label-studio

    Label Studio is a multi-type data labeling and annotation tool with standardized output format

    Language:JavaScript19k
  • albumentations

    albumentations

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

    Language:Python14.2k

  • Swin-Transformer

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

    Language:Python13.8k
  • cvat

    cvat

    Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.

    Language:Python12.5k

  • CVPR2024-Paper-Code-Interpretation

    cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理

    12.4k

  • pytorch-book

    PyTorch tutorials and fun projects including neural talk, neural style, poem writing, anime generation (《深度学习框架PyTorch：入门与实战》)

    Language:Jupyter Notebook12.1k

  • pytorch-grad-cam

    Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.

    Language:Python10.5k
  • computervision-recipes

    computervision-recipes

    Best Practices, code samples, and documentation for Computer Vision.

    Language:Jupyter Notebook9.5k
  • fiftyone

    fiftyone

    Refine high-quality datasets and visual AI models

    Language:Python8.8k
  • techniques

    techniques

    Techniques for deep learning with satellite & aerial imagery

    8.6k
  • awesome-project-ideas

    awesome-project-ideas

    Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

    7.8k

  • ailab

    Experience, Learn and Code the latest breakthrough innovations with Microsoft AI

    Language:C#7.7k

  • InternVL

    [CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4o. 接近GPT-4o表现的开源多模态对话模型

    Language:Python5.8k
  • gluon-cv

    gluon-cv

    Gluon CV Toolkit

    Language:Python5.8k

  • notebooks

    Examples and tutorials on using SOTA computer vision models and techniques. Learn everything from old-school ResNet, through YOLO and object-detection transformers like DETR, to the latest models like Grounding DINO and SAM.

    Language:Jupyter Notebook5.5k

  • PaddleClas

    A treasure chest for visual classification and recognition powered by PaddlePaddle

    Language:Python5.4k

  • have-fun-with-machine-learning

    An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks

    Language:Python5.1k

  • 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:Python4.3k

  • darts

    Differentiable architecture search for convolutional and recurrent networks

    Language:Python3.9k

  • hub

    A library for transfer learning by reusing parts of TensorFlow models.

    Language:Python3.5k

  • mmpretrain

    OpenMMLab Pre-training Toolbox and Benchmark

    Language:Python3.4k

  • catalyst

    Accelerated deep learning R&D

    Language:Python3.3k

  • imgclsmob

    Sandbox for training deep learning networks

    Language:Python3k

  • awesome-image-classification

    A curated list of deep learning image classification papers and codes

    2.8k

  • AlphaTree-graphic-deep-neural-network

    AI Roadmap:机器学习(Machine Learning)、深度学习(Deep Learning)、对抗神经网络(GAN），图神经网络（GNN），NLP，大数据相关的发展路书(roadmap), 并附海量源码（python，pytorch）带大家消化基本知识点，突破面试，完成从新手到合格工程师的跨越，其中深度学习相关论文附有tensorflow caffe官方源码，应用部分含推荐算法和知识图谱

    2.8k

  • deepdetect

    Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE

    Language:C++2.5k

  • nude.js

    Nudity detection with JavaScript and HTMLCanvas

    Language:JavaScript2.4k

  • ICCV2023-Paper-Code-Interpretation

    ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理

    2.3k

  • imbalanced-dataset-sampler

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

    Language:Python2.3k

  • emgucv

    Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.

    Language:C#2.1k

  • efficientnet

    Implementation of EfficientNet model. Keras and TensorFlow Keras.

    Language:Python2.1k
  • sparseml

    sparseml

    Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models

    Language:Python2.1k