image-classification

There are 133 repositories under image-classification topic.

ultralytics
ultralytics / ultralytics
Ultralytics YOLO 🚀
hub ultralytics yolov8 yolo deep-learning image-classification machine-learning object-detection pytorch tracking instance-segmentation yolov10 yolo-world yolo11 cli computer-vision python pose-estimation rotated-object-detection segment-anything
Language:Python 45573
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
pytorch resnet pretrained-models pretrained-weights distributed-training mobile-deep-learning mobilenet-v2 mobilenetv3 efficientnet augmix randaugment mixnet vision-transformer-models nfnets normalization-free-training maxvit convnext image-classification imagenet optimizer
Language:Python 35267
label-studio
HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
computer-vision deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling image-labelling-tool boundingbox image-classification annotations semantic-segmentation dataset datasets label-studio data-labeling text-annotation yolo mlops
Language:JavaScript 24725
HumanSignal / 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.
python2 python3 annotations tools imagenet deep-learning detection recognition image-classification
Language:Python 24243
lucidrains / vit-pytorch
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
artificial-intelligence attention-mechanism transformers computer-vision image-classification
Language:Python 23930
microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
swin-transformer image-classification object-detection semantic-segmentation imagenet mscoco ade20k mask-rcnn
Language:Python 15188
albumentations
albumentations-team / albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
image-augmentation machine-learning augmentation deep-learning detection fast-augmentations segmentation image-segmentation image-processing image-classification python object-detection
Language:Python 15145
cvat
cvat-ai / 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.
video-annotation computer-vision computer-vision-annotation deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling image-labelling-tool boundingbox image-classification annotations imagenet tensorflow semantic-segmentation dataset object-detection pytorch
Language:Python 14394
chenyuntc / 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》)
pytorch pytorch-tutorials pytorch-tutorials-cn deep-learning neural-style charrnn gan caption neuraltalk image-classification visdom tensorboard nn tensor autograd jupyter-notebook
Language:Jupyter Notebook 12635
extreme-assistant / 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
computer-vision cvpr2020 cvpr2019 deep-learning machine-learning object-detection image-segmentation image-classification papers cvpr2021 cvpr2022
12501
jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
deep-learning pytorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers explainable-ai xai image-classification machine-learning object-detection computer-vision explainable-ml
Language:Python 12163
fiftyone
voxel51 / fiftyone
Refine high-quality datasets and visual AI models
machine-learning artificial-intelligence deep-learning computer-vision developer-tools data-science python active-learning data-centric-ai data-cleaning data-curation data-quality image-classification object-detection unstructured-data vector-search visualization
Language:Python 9868
computervision-recipes
microsoft / computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
machine-learning computer-vision deep-learning python jupyter-notebook operationalization kubernetes azure microsoft data-science tutorial artificial-intelligence image-classification image-processing similarity object-detection convolutional-neural-networks
Language:Jupyter Notebook 9757
techniques
satellite-image-deep-learning / techniques
Techniques for deep learning with satellite & aerial imagery
deep-learning deep-neural-networks satellite-imagery pytorch python machine-learning sentinel satellite-images dataset remote-sensing datasets convolutional-neural-networks image-classification satellite-data earth-observation object-detection
9699
OpenGVLab / 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
image-classification image-text-retrieval llm semantic-segmentation video-classification vision-language-model vit-22b vit-6b multi-modal gpt gpt-4v gpt-4o
Language:Python 9143
awesome-project-ideas
NirantK / awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
deep-learning forecasting machine-learning classification series-forecasting image-classification awesome-list awesome dataset multi-label-classification
8637
roboflow / notebooks
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 YOLO11, RT-DETR, SAM 2, Florence-2, PaliGemma 2, and Qwen2.5VL.
computer-vision deep-learning deep-neural-networks image-classification image-segmentation object-detection yolov5 pytorch tutorial yolov8 google-colab machine-learning zero-shot-classification zero-shot-detection open-vocabulary-detection automatic-labeling-system open-vocabulary-segmentation paligemma qwen vlm
Language:Jupyter Notebook 8392
microsoft / ailab
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
computer-vision custom-vision ocr ai azure-functions algorithms luis language-learning translation bing-search object-detection image-classification bot iot csharp javascript html5 dnn
Language:C# 7832
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan person-reid action-recognition pose-estimation
Language:Python 5901
PaddlePaddle / PaddleClas
A treasure chest for visual classification and recognition powered by PaddlePaddle
image-classification knowledge-distillation autoaugment randaugment gridmask cutmix deit repvgg swin-transformer pretrained-models image-retrieval-system image-recognition product-recognition fastdeploy
Language:Python 5721
humphd / have-fun-with-machine-learning
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
neural-network image-classification machine-learning caffe tutorial
Language:Python 5114
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)
pytorch image-classification deep-learning cifar100 resnet googlenet inceptionv4 xception resnext inceptionv3 inception-resnet-v2 densenet shufflenet mobilenet squeezenet nasnet wideresnet
Language:Python 4623
quark0 / darts
Differentiable architecture search for convolutional and recurrent networks
automl convolutional-networks deep-learning image-classification language-modeling neural-architecture-search pytorch recurrent-networks
Language:Python 3972
open-mmlab / mmpretrain
OpenMMLab Pre-training Toolbox and Benchmark
image-classification resnet mobilenet pytorch deep-learning swin-transformer beit clip constrastive-learning convnext mae masked-image-modeling moco pretrained-models self-supervised-learning vision-transformer multimodal
Language:Python 3741
tensorflow / hub
A library for transfer learning by reusing parts of TensorFlow models.
tensorflow machine-learning transfer-learning embeddings image-classification python ml
Language:Python 3513
catalyst-team / catalyst
Accelerated deep learning R&D
deep-learning reinforcement-learning machine-learning computer-vision pytorch python distributed-computing infrastructure research reproducibility image-processing image-classification image-segmentation object-detection natural-language-processing text-classification text-segmentation information-retrieval recommender-system metric-learning
Language:Python 3360
osmr / imgclsmob
Sandbox for training deep learning networks
machine-learning deep-learning mxnet gluon pytorch classification imagenet neural-network image-classification chainer keras tensorflow pretrained-models cifar segmentation tensorflow2 semantic-segmentation human-pose-estimation 3d-face-reconstruction
Language:Python 3015
weiaicunzai / awesome-image-classification
A curated list of deep learning image classification papers and codes
deep-learning computer-vision image-classification awesome awesome-list papers
3006
weslynn / 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
deep-learning image-classification machine-learning neural-network
2910
jolibrain / deepdetect
Deep Learning API and Server in C++14 support for PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
deep-learning machine-learning caffe xgboost rest-api tsne object-detection image-segmentation image-classification neural-nets gpu ncnn tensorrt time-series pytorch tensorrt-conversion tensorrt-inference image-search
Language:C++ 2545
autodistill
autodistill / autodistill
Images to inference with no labeling (use foundation models to train supervised models).
computer-vision model-distillation auto-labeling deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool machine-learning multimodal object-detection pytorch segment-anything yolov5 yolov8
Language:Python 2390
pa7 / nude.js
Nudity detection with JavaScript and HTMLCanvas
javascript image-processing image-classification nudity-detection html5-canvas
Language:JavaScript 2354
ufoym / imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
pytorch imbalanced-data image-classification data-sampling
Language:Python 2315
extreme-assistant / ICCV2023-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
machine-learning computer-vision deep-learning object-detection iccv2019 iccv2021 iccv2017 image-classification image-recognition image-segmentation action-recognition
2304
axinc-ai / ailia-models
The collection of pre-trained, state-of-the-art AI models for ailia SDK
deep-learning face-recognition face-detection object-detection object-recognition hand-detection fashion-ai image-classification pose-estimation image-segmentation object-tracking anomaly-detection action-recognition background-removal audio-processing crowd-counting gan neural-network embeddings llm
Language:Python 2254
milvus-io / bootcamp
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
milvus unstructured-data image-search audio-search question-answering deep-learning nlp image-classification image-recognition python embeddings llm rag semantic-search vector-database
Language:Jupyter Notebook 2245

image-classification

ultralytics / ultralytics

huggingface / pytorch-image-models

HumanSignal / label-studio

HumanSignal / labelImg

lucidrains / vit-pytorch

microsoft / Swin-Transformer

albumentations-team / albumentations

cvat-ai / cvat

chenyuntc / pytorch-book

extreme-assistant / CVPR2024-Paper-Code-Interpretation

jacobgil / pytorch-grad-cam

voxel51 / fiftyone

microsoft / computervision-recipes

satellite-image-deep-learning / techniques

OpenGVLab / InternVL

NirantK / awesome-project-ideas

roboflow / notebooks

microsoft / ailab

dmlc / gluon-cv

PaddlePaddle / PaddleClas

humphd / have-fun-with-machine-learning

weiaicunzai / pytorch-cifar100

quark0 / darts

open-mmlab / mmpretrain

tensorflow / hub

catalyst-team / catalyst

osmr / imgclsmob

weiaicunzai / awesome-image-classification

weslynn / AlphaTree-graphic-deep-neural-network

jolibrain / deepdetect

autodistill / autodistill

pa7 / nude.js

ufoym / imbalanced-dataset-sampler

extreme-assistant / ICCV2023-Paper-Code-Interpretation

axinc-ai / ailia-models

milvus-io / bootcamp