#Image-classification
Showing 60 of 221 repositories tagged #image-classification, ranked by stars
Ultralytics YOLO26, YOLO11, YOLOv8 — object detection, instance segmentation, semantic segmentation, image classification, pose estimation, object tracking
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
Label Studio is a multi-type data labeling and annotation tool with standardized output format
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
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.
Computer Vision Annotation Tool (CVAT) is a leading platform for building high-quality visual datasets for vision AI. It offers open-source, cloud, and enterprise products, as well as labeling services, for image, video, and 3D annotation with AI-assisted labeling, quality assurance, team collaboration, analytics, and developer APIs.
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
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》)
cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
Refine high-quality datasets and visual AI models
Techniques for deep learning with satellite & aerial imagery
[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
Best Practices, code samples, and documentation for Computer Vision.
Effortless data labeling with AI support from Segment Anything and other awesome models.
A collection of tutorials on state-of-the-art computer vision models and techniques. Explore everything from foundational architectures like ResNet to cutting-edge models like RF-DETR, YOLO11, SAM 3, and Qwen3-VL.
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
Gluon CV Toolkit
A treasure chest for visual classification and recognition powered by PaddlePaddle
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
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)
Differentiable architecture search for convolutional and recurrent networks
OpenMMLab Pre-training Toolbox and Benchmark
A library for transfer learning by reusing parts of TensorFlow models.
Accelerated deep learning R&D
A curated list of deep learning image classification papers and codes
Sandbox for training deep learning networks
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
A cross-platform video structuring (video analysis) framework. If you find it helpful, please give it a star: ) 跨平台的视频结构化（视频分析）框架，觉得有帮助的请给个星星 : )
Images to inference with no labeling (use foundation models to train supervised models).
Deep Learning Server and CLI for Torch and TensorRT
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
The collection of pre-trained, state-of-the-art AI models for ailia SDK
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
ECCV 2026 论文和开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2026论文和开源项目
[CVPR 2025] Official PyTorch Implementation of MambaVision: A Hybrid Mamba-Transformer Vision Backbone
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
fastdup is a powerful, free tool designed to rapidly generate valuable insights from image and video datasets. It helps enhance the quality of both images and labels, while significantly reducing data operation costs, all with unmatched scalability.
🚀 Easier & Faster YOLO Deployment Toolkit for NVIDIA 🛠️
Converted CoreML Model Zoo.
🙄 Difficult algorithm, Simple code.
Official Implementation of 'Fast AutoAugment' in PyTorch.
PyTorch extensions for fast R&D prototyping and Kaggle farming
A collection of computer vision pre-trained models.
Official Repository for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
Build computer vision models in a fraction of the time and with less data.
Xtreme1 is an all-in-one data labeling and annotation platform for multimodal data training and supports 3D LiDAR point cloud, image, and LLM.
Automatically find issues in image datasets and practice data-centric computer vision.
Implementation of Quickdraw - an online game developed by Google
HAnd Gesture Recognition Image Dataset
Repository of Vision Transformer with Deformable Attention (CVPR2022) and DAT++: Spatially Dynamic Vision Transformerwith Deformable Attention
[ICLR 2024] Official PyTorch implementation of FasterViT: Fast Vision Transformers with Hierarchical Attention
High-performance Vision library in Python. Scale your research, not boilerplate.
A powerful baseline for image classification, face recognition and image retrieval with Pytorch
YoloDotNet - A C# .NET 8.0 project for Classification, Object Detection, OBB Detection, Segmentation and Pose Estimation in both images and live video streams.
Food Classification with Deep Learning in Keras / Tensorflow