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The Top 23 Deep Learning Pytorch Image Classification Open Source Projects

Open source projects categorized as Deep Learning Pytorch Image Classification
Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Image Classification
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270most recent commit 3 months agopypi ultralytics} Downloads
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
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
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
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads
Awesome Image Classification ⭐ 2,138
A curated list of deep learning image classification papers and codes
most recent commit 2 years ago
Ailia Models ⭐ 1,708
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 3 months ago
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27most recent commit 3 months agopypi pytorch-toolbelt} Downloads
Fast Autoaugment ⭐ 1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
most recent commit 3 years ago
Autodistill ⭐ 1,286
Images to inference with no labeling (use foundation models to train supervised models)
dependent packages 31total releases 24most recent commit 3 months agopypi autodistill} Downloads
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55most recent commit 21 days agopypi otx} Downloads
Awesome Backbones ⭐ 1,079
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
most recent commit 5 months ago
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit 3 years ago
Quickdraw ⭐ 851
Implementation of Quickdraw - an online game developed by Google
most recent commit a year ago
The 10 Most Depended On Deep Learning Pytorch 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
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
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
Pytorch Toolbelt ⭐ 1,458
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 6total releases 27latest release June 27, 2022most recent commit 3 months agopypi pytorch-toolbelt} 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 38latest release November 23, 2023most recent commit 3 months agopypi super-gradients} Downloads
The 10 Latest Releases In Deep Learning Pytorch 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
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
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
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit 21 days agopypi otx} Downloads
Torchxrayvision ⭐ 760
TorchXRayVision: A library of chest X-ray datasets and models. Classifiers, segmentation, and autoencoders.
dependent packages 1total releases 43latest release October 04, 2023most recent commit 4 months agopypi torchxrayvision} Downloads
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