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The Top 23 Deep Learning Image Classification Open Source Projects

Open source projects categorized as Deep Learning Image Classification
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Image Classification
Labelimg ⭐ 21,721
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.
dependent packages 4total releases 28most recent commit 2 months agopypi labelImg} Downloads
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270most recent commit 3 months agopypi ultralytics} Downloads
Label Studio ⭐ 16,339
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 183most recent commit 6 days agopypi label-studio} Downloads
Albumentations ⭐ 13,343
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
dependent packages 273total releases 53most recent commit 10 days agopypi albumentations} Downloads
Cvpr2023 Paper Code Interpretation ⭐ 12,148
cvpr2022/cvpr2021/cvpr2020/cvpr2019/cvpr2018/cvpr2 论文/代码/解读/直播合集，极市团队整理
most recent commit a year ago
Pytorch Book ⭐ 11,409
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》)
most recent commit 4 months ago
Cvat ⭐ 11,169
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.
dependent packages 3total releases 23most recent commit a month agopypi cvat-sdk} Downloads
Computervision Recipes ⭐ 9,225
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Pytorch Grad Cam ⭐ 8,723
Advanced AI Explainability for computer vision. Support for CNNs, Vision Transformers, Classification, Object detection, Segmentation, Image similarity and more.
dependent packages 10total releases 28most recent commit 4 months agopypi grad-cam} Downloads
Techniques ⭐ 7,678
Techniques for deep learning with satellite & aerial imagery
most recent commit 11 days ago
Awesome Project Ideas ⭐ 6,856
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
most recent commit a year ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} Downloads
Super Gradients ⭐ 4,125
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
dependent packages 5total releases 38most recent commit 3 months agopypi super-gradients} Downloads
Pytorch Cifar100 ⭐ 3,687
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)
most recent commit 5 months ago
Notebooks ⭐ 3,677
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.
most recent commit 3 months ago
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 9 months agopypi catalyst} Downloads
Mmpretrain ⭐ 3,114
OpenMMLab Pre-training Toolbox and Benchmark
dependent packages 10total releases 33most recent commit a month agopypi mmcls} Downloads
Darts ⭐ 2,775
Differentiable architecture search for convolutional and recurrent networks
most recent commit 4 years ago
Deepdetect ⭐ 2,492
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
most recent commit 3 months ago
Alphatree Graphic Deep Neural Network ⭐ 2,466
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(ro 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 caffe官方源码，应用部分含推荐算法和知识图谱
most recent commit 6 months ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads
Iccv2023 Paper Code Interpretation ⭐ 2,200
ICCV2021/2019/2017 论文/代码/解读/直播合集，极市团队整理
most recent commit 7 months ago
Awesome Image Classification ⭐ 2,138
A curated list of deep learning image classification papers and codes
most recent commit 2 years ago
The 10 Most Depended On Deep Learning Image Classification Open Source Projects
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270latest release December 08, 2023most recent commit 3 months agopypi ultralytics} Downloads
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535latest release February 03, 2023most recent commit a year agopypi gluoncv} Downloads
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit 21 days agopypi clarifai} Downloads
Autodistill ⭐ 1,286
Images to inference with no labeling (use foundation models to train supervised models)
dependent packages 31total releases 24latest release December 01, 2023most recent commit 3 months agopypi autodistill} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108latest release April 29, 2022most recent commit 9 months agopypi catalyst} Downloads
Efficientnet ⭐ 2,048
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 12total releases 9latest release September 15, 2020most recent commit 3 months agopypi efficientnet} Downloads
Mmpretrain ⭐ 3,114
OpenMMLab Pre-training Toolbox and Benchmark
dependent packages 10total releases 33latest release April 06, 2023most recent commit a month agopypi mmcls} Downloads
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67latest release September 21, 2021most recent commit 2 years agopypi pytorchcv} Downloads
The 10 Latest Releases In Deep Learning Image Classification Open Source Projects
Clarifai Python ⭐ 384
Experience the power of Clarifai’s AI platform with the python SDK. 🌟 Star to support our work!
dependent packages 31total releases 98latest release December 11, 2023most recent commit 21 days agopypi clarifai} Downloads
Label Studio ⭐ 16,339
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 183latest release December 08, 2023most recent commit 6 days agopypi label-studio} Downloads
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270latest release December 08, 2023most recent commit 3 months agopypi ultralytics} Downloads
Autodistill ⭐ 1,286
Images to inference with no labeling (use foundation models to train supervised models)
dependent packages 31total releases 24latest release December 01, 2023most recent commit 3 months agopypi autodistill} Downloads
Classification_models_3d ⭐ 109
Set of models for classifcation of 3D volumes
dependent packages 2total releases 11latest release November 29, 2023most recent commit 5 months agopypi classification-models-3D} Downloads
Pt Datasets ⭐ 6
PyTorch dataset loader for image, text, malware, and medical classification datasets
total releases 86latest release November 25, 2023most recent commit 2 years ago
Super Gradients ⭐ 4,125
Easily train or fine-tune SOTA computer vision models with one open source training library. The home of Yolo-NAS.
dependent packages 5total releases 38latest release November 23, 2023most recent commit 3 months agopypi super-gradients} Downloads
Console ⭐ 20
⛅ Versatile Data Pipeline (VDP) console website
total releases 4latest release November 15, 2023most recent commit 3 months ago
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