image-classification

There are 122 repositories under image-classification topic.

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
augmix convnext distributed-training dual-path-networks efficientnet image-classification imagenet maxvit mixnet mobile-deep-learning mobilenet-v2 mobilenetv3 nfnets normalization-free-training pretrained-models pretrained-weights pytorch randaugment resnet vision-transformer-models
Language:Python 31660
ultralytics
ultralytics / ultralytics
Ultralytics YOLO11 🚀
deep-learning hub image-classification instance-segmentation machine-learning obb object-detection pose pytorch tracking ultralytics yolo yolo-world yolo-world-v2 yolo11 yolov10 yolov8 yolov9
Language:Python 29217
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.
annotations deep-learning detection image-classification imagenet python2 python3 recognition tools
Language:Python 22547
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 computer-vision image-classification transformers
Language:Python 19837
label-studio
HumanSignal / label-studio
Label Studio is a multi-type data labeling and annotation tool with standardized output format
annotation annotation-tool annotations boundingbox computer-vision data-labeling dataset datasets deep-learning image-annotation image-classification image-labeling image-labelling-tool label-studio labeling labeling-tool mlops semantic-segmentation text-annotation yolo
Language:JavaScript 18408
albumentations
albumentations-team / albumentations
Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
augmentation deep-learning detection fast-augmentations image-augmentation image-classification image-processing image-segmentation machine-learning object-detection python segmentation
Language:Python 14091
microsoft / Swin-Transformer
This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
ade20k image-classification imagenet mask-rcnn mscoco object-detection semantic-segmentation swin-transformer
Language:Python 13668
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 cvpr2019 cvpr2020 cvpr2021 cvpr2022 deep-learning image-classification image-segmentation machine-learning object-detection papers
12411
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.
annotation annotation-tool annotations boundingbox computer-vision computer-vision-annotation dataset deep-learning image-annotation image-classification image-labeling image-labelling-tool imagenet labeling labeling-tool object-detection pytorch semantic-segmentation tensorflow video-annotation
Language:TypeScript 12330
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》)
autograd caption charrnn deep-learning gan image-classification jupyter-notebook neural-style neuraltalk nn pytorch pytorch-tutorials pytorch-tutorials-cn tensor tensorboard visdom
Language:Jupyter Notebook 12042
jacobgil / pytorch-grad-cam
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
class-activation-maps computer-vision deep-learning explainable-ai explainable-ml grad-cam image-classification interpretability interpretable-ai interpretable-deep-learning machine-learning object-detection pytorch score-cam vision-transformers visualizations xai
Language:Python 10298
computervision-recipes
microsoft / computervision-recipes
Best Practices, code samples, and documentation for Computer Vision.
artificial-intelligence azure computer-vision convolutional-neural-networks data-science deep-learning image-classification image-processing jupyter-notebook kubernetes machine-learning microsoft object-detection operationalization python similarity tutorial
Language:Jupyter Notebook 9468
fiftyone
voxel51 / fiftyone
The open-source tool for building high-quality datasets and computer vision models
active-learning artificial-intelligence computer-vision data-centric-ai data-cleaning data-curation data-quality data-science deep-learning developer-tools image-classification machine-learning object-detection python unstructured-data vector-search visualization
Language:Python 8520
techniques
satellite-image-deep-learning / techniques
Techniques for deep learning with satellite & aerial imagery
convolutional-neural-networks dataset datasets deep-learning deep-neural-networks earth-observation image-classification keras machine-learning object-detection python pytorch remote-sensing satellite-data satellite-imagery satellite-images sentinel tensorflow
8491
awesome-project-ideas
NirantK / awesome-project-ideas
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
awesome awesome-list classification dataset deep-learning forecasting image-classification machine-learning multi-label-classification series-forecasting
7822
microsoft / ailab
Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
ai algorithms azure-functions bing-search bot computer-vision csharp custom-vision dnn html5 image-classification iot javascript language-learning luis object-detection ocr translation
Language:C# 7701
gluon-cv
dmlc / gluon-cv
Gluon CV Toolkit
action-recognition computer-vision deep-learning gan gluon image-classification machine-learning mxnet neural-network object-detection person-reid pose-estimation semantic-segmentation
Language:Python 5815
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
gpt gpt-4o gpt-4v image-classification image-text-retrieval llm multi-modal semantic-segmentation video-classification vision-language-model vit-22b vit-6b
Language:Python 5641
PaddlePaddle / PaddleClas
A treasure chest for visual classification and recognition powered by PaddlePaddle
autoaugment cutmix deit fastdeploy gridmask image-classification image-recognition image-retrieval-system knowledge-distillation pretrained-models product-recognition randaugment repvgg swin-transformer
Language:Python 5418
roboflow / 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.
computer-vision deep-learning deep-neural-networks image-classification image-segmentation object-detection yolov5 yolov6 yolov7 pytorch tutorial amazon-sagemaker-lab yolov8 google-colab machine-learning zero-shot-classification zero-shot-detection open-vocabulary-detection automatic-labeling-system open-vocabulary-segmentation
Language:Jupyter Notebook 5264
humphd / have-fun-with-machine-learning
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
caffe image-classification machine-learning neural-network tutorial
Language:Python 5066
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)
cifar100 deep-learning densenet googlenet image-classification inception-resnet-v2 inceptionv3 inceptionv4 mobilenet nasnet pytorch resnet resnext shufflenet squeezenet wideresnet xception
Language:Python 4215
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 3908
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 3467
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 3391
catalyst-team / catalyst
Accelerated deep learning R&D
computer-vision deep-learning distributed-computing image-classification image-processing image-segmentation information-retrieval infrastructure machine-learning metric-learning natural-language-processing object-detection python pytorch recommender-system reinforcement-learning reproducibility research text-classification text-segmentation
Language:Python 3279
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 2954
weiaicunzai / awesome-image-classification
A curated list of deep learning image classification papers and codes
awesome awesome-list computer-vision deep-learning image-classification papers
2812
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
2727
jolibrain / deepdetect
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
caffe deep-learning gpu image-classification image-search image-segmentation machine-learning ncnn neural-nets object-detection pytorch rest-api tensorrt tensorrt-conversion tensorrt-inference time-series tsne xgboost
Language:C++ 2516
pa7 / nude.js
Nudity detection with JavaScript and HTMLCanvas
javascript image-processing image-classification nudity-detection html5-canvas
Language:JavaScript 2349
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
2283
ufoym / imbalanced-dataset-sampler
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
data-sampling image-classification imbalanced-data pytorch
Language:Python 2256
emgucv / emgucv
Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
ai computer-vision dotnet emgu emgucv image-classification image-processing image-recognition machine-learning maui native-bindings nuget nuget-package nuget-packages opencv
Language:C# 2096
qubvel / efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification imagenet efficientnet pretrained-models image-classification efficient nasnetmobile mobilenet deep-learning
Language:Python 2066
sparseml
neuralmagic / sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
automl computer-vision-algorithms deep-learning-algorithms deep-learning-library deep-learning-models image-classification keras nlp object-detection onnx pruning pruning-algorithms pytorch smaller-models sparsification sparsification-recipes sparsity tensorflow transfer-learning
Language:Python 2046

image-classification

huggingface / pytorch-image-models

ultralytics / ultralytics

HumanSignal / labelImg

lucidrains / vit-pytorch

HumanSignal / label-studio

albumentations-team / albumentations

microsoft / Swin-Transformer

extreme-assistant / CVPR2024-Paper-Code-Interpretation

cvat-ai / cvat

chenyuntc / pytorch-book

jacobgil / pytorch-grad-cam

microsoft / computervision-recipes

voxel51 / fiftyone

satellite-image-deep-learning / techniques

NirantK / awesome-project-ideas

microsoft / ailab

dmlc / gluon-cv

OpenGVLab / InternVL

PaddlePaddle / PaddleClas

roboflow / notebooks

humphd / have-fun-with-machine-learning

weiaicunzai / pytorch-cifar100

quark0 / darts

tensorflow / hub

open-mmlab / mmpretrain

catalyst-team / catalyst

osmr / imgclsmob

weiaicunzai / awesome-image-classification

weslynn / AlphaTree-graphic-deep-neural-network

jolibrain / deepdetect

pa7 / nude.js

extreme-assistant / ICCV2023-Paper-Code-Interpretation

ufoym / imbalanced-dataset-sampler

emgucv / emgucv

qubvel / efficientnet

neuralmagic / sparseml