image-classification

There are 81 repositories under image-classification topic.

heartexlabs / 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 19072
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 12727
label-studio
heartexlabs / 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:Python 11811
albumentations
albumentations-team / albumentations
Fast image augmentation library and an easy-to-use wrapper around other libraries. Documentation: https://albumentations.ai/docs/ 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 11463
extreme-assistant / CVPR2022-Paper-Code-Interpretation
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
10732
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 10629
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 9969
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 8820
cvat
opencv / 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:TypeScript 8733
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# 7212
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
6768
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 6671
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
5835
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 5428
autogluon / autogluon
AutoGluon: AutoML for Image, Text, Time Series, and Tabular Data
automl machine-learning data-science deep-learning ensemble-learning image-classification computer-vision natural-language-processing structured-data object-detection gluon transfer-learning pytorch automated-machine-learning scikit-learn autogluon tabular-data hyperparameter-optimization time-series forecasting
Language:Python 5274
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 4966
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
Language:Python 4640
quark0 / darts
Differentiable architecture search for convolutional and recurrent networks
deep-learning automl image-classification language-modeling pytorch convolutional-networks recurrent-networks neural-architecture-search
Language:Python 3691
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 3257
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 3154
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 3068
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 2742
jolibrain / deepdetect
Deep Learning API and Server in C++14 support for Caffe, 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++ 2426
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
2401
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
2279
pa7 / nude.js
Nudity detection with JavaScript and HTMLCanvas
html5-canvas image-classification image-processing javascript nudity-detection
Language:JavaScript 2261
extreme-assistant / ICCV2021-Paper-Code-Interpretation
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
action-recognition computer-vision deep-learning iccv2017 iccv2019 iccv2021 image-classification image-recognition image-segmentation machine-learning object-detection
2104
qubvel / efficientnet
Implementation of EfficientNet model. Keras and TensorFlow Keras.
classification imagenet efficientnet pretrained-models image-classification efficient nasnetmobile mobilenet deep-learning
Language:Python 2000
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 1970
open-mmlab / mmclassification
OpenMMLab Image Classification Toolbox and Benchmark
image-classification resnet resnext mobilenet shufflenet senet regnet imagenet pytorch deep-learning swin-transformer
Language:Python 1852
YunYang1994 / TensorFlow2.0-Examples
🙄 Difficult algorithm, Simple code.
convolutional-neural-network dcgan-tensorflow deep-learning deep-neural-networks fcn8s gan image-classification linear-regression machine-learning object-detection pix2pix reinforcement-learning resnet tensorflow tensorflow-examples tensorflow2 unet-image-segmentation vgg16 yolov3
Language:Jupyter Notebook 1696
Labelbox / labelbox
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
image-classification image-segmentation computer-vision tensorflow labeling deep-learning recognition tools image-annotation image-labeling computer-vision-annotation annotation boundingbox image-labeling-tool bounding-boxes detection imagenet labeling-tool annotation-tool
Language:JavaScript 1689
ozan-oktay / Attention-Gated-Networks
Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
convolutional-neural-networks attention-model image-classification image-segmentation attention-gates
Language:Python 1631
kakaobrain / fast-autoaugment
Official Implementation of 'Fast AutoAugment' in PyTorch.
deep-learning convolutional-neural-networks pytorch augmentation image-classification computer-vision distributed cnn automl automated-machine-learning
Language:Python 1535
sparseml
neuralmagic / sparseml
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
pytorch keras model-sparsification sparsification-recipes tensorflow smaller-models deep-learning-library deep-learning-algorithms deep-learning-models automl pruning-algorithms sparsity sparsification recipe-driven-approaches pruning computer-vision-algorithms object-detection image-classification nlp onnx
Language:Python 1478
amusi / ECCV2022-Papers-with-Code
ECCV 2022 论文开源项目合集，同时欢迎各位大佬提交issue，分享ECCV 2020开源项目
eccv2020 eccv-2020 eccv object-detection image-segmentation image-classification neural-network deep-learning computer-vision eccv2022
1361

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