Topic: image-classification Goto Github

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albumentations-team / albumentations
image-classification,Fast and flexible image augmentation library. Paper about the library: https://www.mdpi.com/2078-2489/11/2/125
Organization: albumentations-team
Home Page: https://albumentations.ai
image-augmentation machine-learning augmentation deep-learning detection fast-augmentations segmentation image-segmentation image-processing image-classification

amusi / eccv2022-papers-with-code
image-classification,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
User: amusi
eccv2020 eccv-2020 eccv object-detection image-segmentation image-classification neural-network deep-learning computer-vision eccv2022

autodistill / autodistill
image-classification,Images to inference with no labeling (use foundation models to train supervised models).
Organization: autodistill
Home Page: https://docs.autodistill.com
computer-vision model-distillation auto-labeling deep-learning foundation-models grounding-dino image-annotation image-classification instance-segmentation labeling-tool

axinc-ai / ailia-models
image-classification,The collection of pre-trained, state-of-the-art AI models for ailia SDK
Organization: axinc-ai
deep-learning machine-learning face-recognition face-detection object-detection object-recognition hand-detection fashion-ai image-classification pose-estimation

bloodaxe / pytorch-toolbelt
image-classification,PyTorch extensions for fast R&D prototyping and Kaggle farming
User: bloodaxe
pytorch kaggle image-classification image-segmentation deep-learning segmentation python image-processing machine-learning focal-loss

catalyst-team / catalyst
image-classification,Accelerated deep learning R&D
Organization: catalyst-team
Home Page: https://catalyst-team.com
deep-learning reinforcement-learning machine-learning computer-vision pytorch python distributed-computing infrastructure research reproducibility

chenyuntc / pytorch-book
image-classification,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》)
User: chenyuntc
pytorch pytorch-tutorials pytorch-tutorials-cn deep-learning neural-style charrnn gan caption neuraltalk image-classification

cvat-ai / cvat
image-classification,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.
Organization: cvat-ai
Home Page: https://cvat.ai
video-annotation computer-vision computer-vision-annotation deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling

d-li14 / involution
image-classification,[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
User: d-li14
Home Page: https://arxiv.org/abs/2103.06255
involution operator pytorch image-classification object-detection instance-segmentation semantic-segmentation cvpr2021 pre-trained-model

dmlc / gluon-cv
image-classification,Gluon CV Toolkit
Organization: dmlc
Home Page: http://gluon-cv.mxnet.io
deep-learning computer-vision neural-network gluon mxnet machine-learning image-classification object-detection semantic-segmentation gan

emgucv / emgucv
image-classification,Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
User: emgucv
Home Page: https://www.emgu.com/
ai computer-vision dotnet emgu emgucv image-classification image-processing image-recognition machine-learning native-bindings nuget nuget-package nuget-packages opencv maui

extreme-assistant / cvpr2024-paper-code-interpretation
image-classification,cvpr2024/cvpr2023/cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2017 论文/代码/解读/直播合集，极市团队整理
User: extreme-assistant
Home Page: http://bbs.cvmart.net/
computer-vision cvpr2020 cvpr2019 deep-learning machine-learning object-detection image-segmentation image-classification papers cvpr2021

extreme-assistant / iccv2023-paper-code-interpretation
image-classification,ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
User: extreme-assistant
Home Page: https://bbs.cvmart.net
machine-learning computer-vision deep-learning object-detection iccv2019 iccv2021 iccv2017 image-classification image-recognition image-segmentation

fafa-dl / awesome-backbones
image-classification,Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
User: fafa-dl
pytorch image-classification transformer cnn pytorch-classification deep-learning resnet swin-transformer

huggingface / pytorch-image-models
image-classification,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
Organization: huggingface
Home Page: https://huggingface.co/docs/timm
pytorch resnet dual-path-networks pretrained-models pretrained-weights distributed-training mobile-deep-learning mobilenet-v2 mobilenetv3 efficientnet

humansignal / label-studio
image-classification,Label Studio is a multi-type data labeling and annotation tool with standardized output format
Organization: humansignal
Home Page: https://labelstud.io
computer-vision deep-learning image-annotation annotation-tool annotation labeling labeling-tool image-labeling image-labelling-tool boundingbox

humansignal / labelimg
image-classification,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.
Organization: humansignal
Home Page: https://youtu.be/p0nR2YsCY_U
python2 python3 annotations tools imagenet deep-learning detection recognition image-classification

humphd / have-fun-with-machine-learning
image-classification,An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
User: humphd
neural-network image-classification machine-learning caffe tutorial

jacobgil / pytorch-grad-cam
image-classification,Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
User: jacobgil
Home Page: https://jacobgil.github.io/pytorch-gradcam-book
deep-learning pytorch grad-cam visualizations interpretability interpretable-ai interpretable-deep-learning score-cam class-activation-maps vision-transformers

jolibrain / deepdetect
image-classification,Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
Organization: jolibrain
Home Page: https://www.deepdetect.com/
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

kakaobrain / fast-autoaugment
image-classification,Official Implementation of 'Fast AutoAugment' in PyTorch.
Organization: kakaobrain
deep-learning convolutional-neural-networks pytorch augmentation image-classification computer-vision distributed cnn automl automated-machine-learning

lucidrains / vit-pytorch
image-classification,Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
User: lucidrains
artificial-intelligence attention-mechanism transformers computer-vision image-classification

lxztju / pytorch_classification
image-classification,利用pytorch实现图像分类的一个完整的代码，训练，预测，TTA，模型融合，模型部署，cnn提取特征，svm或者随机森林等进行分类，模型蒸馏，一个完整的代码
User: lxztju
pytorch image-classification deployment svm knn cnn label-smoothing densenet resnext resnet

microsoft / ailab
image-classification,Experience, Learn and Code the latest breakthrough innovations with Microsoft AI
Organization: microsoft
Home Page: https://www.ailab.microsoft.com/experiments/
computer-vision custom-vision ocr ai azure-functions algorithms luis language-learning translation bing-search

microsoft / computervision-recipes
image-classification,Best Practices, code samples, and documentation for Computer Vision.
Organization: microsoft
machine-learning computer-vision deep-learning python jupyter-notebook operationalization kubernetes azure microsoft data-science

microsoft / swin-transformer
image-classification,This is an official implementation for "Swin Transformer: Hierarchical Vision Transformer using Shifted Windows".
Organization: microsoft
Home Page: https://arxiv.org/abs/2103.14030
swin-transformer image-classification object-detection semantic-segmentation imagenet mscoco ade20k mask-rcnn

milvus-io / bootcamp
image-classification,Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
Organization: milvus-io
Home Page: https://milvus.io
milvus unstructured-data benchmark-testing image-search audio-search question-answering deep-learning nlp image-classification image-recognition

neuralmagic / sparseml
image-classification,Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
Organization: neuralmagic
pytorch keras sparsification-recipes tensorflow smaller-models deep-learning-library deep-learning-algorithms deep-learning-models automl pruning-algorithms

nirantk / awesome-project-ideas
image-classification,Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
User: nirantk
Home Page: http://www.nirantk.com/awesome-project-ideas/
deep-learning forecasting machine-learning classification series-forecasting image-classification awesome-list awesome dataset multi-label-classification

open-mmlab / mmpretrain
image-classification,OpenMMLab Pre-training Toolbox and Benchmark
Organization: open-mmlab
Home Page: https://mmpretrain.readthedocs.io/en/latest/
image-classification resnet mobilenet pytorch deep-learning swin-transformer beit clip constrastive-learning convnext

opengvlab / internvl
image-classification,[CVPR 2024 Oral] InternVL Family: A Pioneering Open-Source Alternative to GPT-4V. 接近GPT-4V表现的可商用开源多模态对话模型
Organization: opengvlab
Home Page: https://internvl.github.io/
image-classification image-text-retrieval llm mme semantic-segmentation video-classification vision-language-model vit-22b vit-6b multi-modal

osmr / imgclsmob
image-classification,Sandbox for training deep learning networks
User: osmr
3d-face-reconstruction chainer cifar classification deep-learning gluon human-pose-estimation image-classification imagenet keras machine-learning mxnet neural-network pretrained-models pytorch segmentation semantic-segmentation tensorflow tensorflow2

ozan-oktay / attention-gated-networks
image-classification,Use of Attention Gates in a Convolutional Neural Network / Medical Image Classification and Segmentation
User: ozan-oktay
convolutional-neural-networks attention-model image-classification image-segmentation attention-gates

pa7 / nude.js
image-classification,Nudity detection with JavaScript and HTMLCanvas
User: pa7
Home Page: http://www.patrick-wied.at/static/nudejs/
javascript image-processing image-classification nudity-detection html5-canvas

paddlepaddle / paddleclas
image-classification,A treasure chest for visual classification and recognition powered by PaddlePaddle
Organization: paddlepaddle
image-classification knowledge-distillation autoaugment randaugment gridmask cutmix deit repvgg swin-transformer pretrained-models

quark0 / darts
image-classification,Differentiable architecture search for convolutional and recurrent networks
User: quark0
Home Page: https://arxiv.org/abs/1806.09055
deep-learning automl image-classification language-modeling pytorch convolutional-networks recurrent-networks neural-architecture-search

qubvel / efficientnet
image-classification,Implementation of EfficientNet model. Keras and TensorFlow Keras.
User: qubvel
Home Page: https://arxiv.org/abs/1905.11946
classification imagenet efficientnet pretrained-models image-classification efficient nasnetmobile mobilenet deep-learning

roboflow / notebooks
image-classification,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.
Organization: roboflow
Home Page: https://roboflow.com/models
computer-vision deep-learning deep-neural-networks image-classification image-segmentation object-detection yolov5 yolov6 yolov7 pytorch

satellite-image-deep-learning / techniques
image-classification,Techniques for deep learning with satellite & aerial imagery
Organization: satellite-image-deep-learning
deep-learning deep-neural-networks satellite-imagery tensorflow keras pytorch python machine-learning sentinel satellite-images

tensorflow / hub
image-classification,A library for transfer learning by reusing parts of TensorFlow models.
Organization: tensorflow
Home Page: https://tensorflow.org/hub
tensorflow machine-learning transfer-learning embeddings image-classification python ml

ufoym / imbalanced-dataset-sampler
image-classification,A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
User: ufoym
pytorch imbalanced-data image-classification data-sampling

ultralytics / ultralytics
image-classification,NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
Organization: ultralytics
Home Page: https://docs.ultralytics.com
hub ultralytics yolov8 yolov5 yolo yolov3 deep-learning image-classification machine-learning object-detection

visual-layer / fastdup
image-classification,fastdup is a powerful free tool designed to rapidly extract valuable insights from your image & video datasets. Assisting you to increase your dataset images & labels quality and reduce your data operations costs at an unparalleled scale.
Organization: visual-layer
data-curation dataset deep-learning image-duplicate-detection machine-learning novelty-detection object-detection outlier-detection python visual-search

voxel51 / fiftyone
image-classification,The open-source tool for building high-quality datasets and computer vision models
Organization: voxel51
Home Page: https://fiftyone.ai
machine-learning artificial-intelligence deep-learning computer-vision developer-tools data-science python active-learning data-centric-ai data-cleaning

weiaicunzai / awesome-image-classification
image-classification,A curated list of deep learning image classification papers and codes
User: weiaicunzai
deep-learning computer-vision image-classification awesome awesome-list papers

weiaicunzai / pytorch-cifar100
image-classification,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)
User: weiaicunzai
pytorch image-classification deep-learning cifar100 resnet googlenet inceptionv4 xception resnext inceptionv3

weslynn / alphatree-graphic-deep-neural-network
image-classification,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
User: weslynn
deep-learning image-classification machine-learning neural-network

wvangansbeke / unsupervised-classification
image-classification,SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
User: wvangansbeke
Home Page: https://arxiv.org/abs/2005.12320
unsupervised-learning image-classification self-supervised-learning clustering eccv-2020 eccv2020 representation-learning contrastive-learning simclr moco

yoshitomo-matsubara / torchdistill
image-classification,A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆25 knowledge distillation methods presented at CVPR, ICLR, ECCV, NeurIPS, ICCV, etc are implemented so far. 🎁 Trained models, training logs and configurations are available for ensuring the reproducibiliy and benchmark.
User: yoshitomo-matsubara
Home Page: https://yoshitomo-matsubara.net/torchdistill/
knowledge-distillation pytorch image-classification imagenet object-detection coco semantic-segmentation cifar10 cifar100 colab-notebook

yunyang1994 / tensorflow2.0-examples
image-classification,🙄 Difficult algorithm, Simple code.
User: yunyang1994
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