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The Top 23 Python Pytorch Image Classification Open Source Projects

Open source projects categorized as Python Pytorch Image Classification
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
Vit Pytorch ⭐ 16,298
Implementation of Vision Transformer, a simple way to achieve SOTA in vision classification with only a single transformer encoder, in Pytorch
dependent packages 6total releases 184most recent commit 4 months agopypi vit-pytorch} 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
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 18 days ago
Gluon Cv ⭐ 5,422
Gluon CV Toolkit
dependent packages 46total releases 1,535most recent commit a year agopypi gluoncv} 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
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
Darts ⭐ 2,775
Differentiable architecture search for convolutional and recurrent networks
most recent commit 4 years ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 9total releases 67most recent commit 2 years agopypi pytorchcv} Downloads
Imbalanced Dataset Sampler ⭐ 2,073
A (PyTorch) imbalanced dataset sampler for oversampling low frequent classes and undersampling high frequent ones.
total releases 2most recent commit 10 months ago
Sparseml ⭐ 1,910
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 5total releases 37most recent commit 3 months agopypi sparseml} Downloads
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
Torchdistill ⭐ 1,171
A coding-free framework built on PyTorch for reproducible deep learning studies. 🏆22 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.
dependent packages 2total releases 24most recent commit 3 months agopypi torchdistill} Downloads
Involution ⭐ 1,106
[CVPR 2021] Involution: Inverting the Inherence of Convolution for Visual Recognition, a brand new neural operator
most recent commit 3 years ago
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
Libfewshot ⭐ 771
LibFewShot: A Comprehensive Library for Few-shot Learning. TPAMI 2023.
most recent commit 3 months ago
Easy Few Shot Learning ⭐ 737
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
total releases 10most recent commit 4 months ago
The 10 Most Depended On Python 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 10 months agopypi catalyst} 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
Sparseml ⭐ 1,910
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 5total releases 37latest release December 04, 2023most recent commit 3 months agopypi sparseml} Downloads
The 10 Latest Releases In Python Pytorch Image Classification Open Source Projects
Sparsify ⭐ 310
ML model optimization product to accelerate inference.
total releases 136latest release December 11, 2023most recent commit 4 months ago
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
Sparseml ⭐ 1,910
Libraries for applying sparsification recipes to neural networks with a few lines of code, enabling faster and smaller models
dependent packages 5total releases 37latest release December 04, 2023most recent commit 3 months agopypi sparseml} 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
Residualmaskingnetwork ⭐ 387
ICPR 2020: Facial Expression Recognition using Residual Masking Network
total releases 28latest release November 22, 2023most recent commit 4 months ago
Sc2 Benchmark ⭐ 18
[TMLR] "SC2 Benchmark: Supervised Compression for Split Computing"
total releases 5latest release November 14, 2023most recent commit 5 months ago
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