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The Top 23 Machine Learning Image Classification Open Source Projects

Open source projects categorized as Machine Learning Image Classification
Categories > Machine Learning > Image Classification
Categories > Machine Learning > Machine Learning
Ultralytics ⭐ 18,719
NEW - YOLOv8 🚀 in PyTorch > ONNX > OpenVINO > CoreML > TFLite
dependent packages 85total releases 270most recent commit 3 months agopypi ultralytics} Downloads
Albumentations ⭐ 13,417
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 12 hours 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
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 17 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
Have Fun With Machine Learning ⭐ 4,912
An absolute beginner's guide to Machine Learning and Image Classification with Neural Networks
most recent commit 2 years 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
Hub ⭐ 3,420
A library for transfer learning by reusing parts of TensorFlow models.
dependent packages 180total releases 18most recent commit 3 months agopypi tensorflow-hub} Downloads
Catalyst ⭐ 3,151
Accelerated deep learning R&D
dependent packages 19total releases 108most recent commit 10 months agopypi catalyst} Downloads
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 7 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
Emgucv ⭐ 1,924
Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
dependent packages 28total releases 24most recent commit 3 months agonuget Emgu.CV} 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
Tensorflow2.0 Examples ⭐ 1,692
🙄 Difficult algorithm, Simple code.
most recent commit a year 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
Fastdup ⭐ 1,313
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.
total releases 284most recent commit 3 months 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 a month agopypi otx} Downloads
The 10 Most Depended On Machine Learning Image Classification Open Source Projects
Hub ⭐ 3,420
A library for transfer learning by reusing parts of TensorFlow models.
dependent packages 180total releases 18latest release October 06, 2023most recent commit 3 months agopypi tensorflow-hub} 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
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
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 a month agopypi clarifai} Downloads
Medpy ⭐ 523
Medical image processing in Python
dependent packages 29total releases 6latest release February 14, 2019most recent commit 4 months agopypi MedPy} Downloads
Emgucv ⭐ 1,924
Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
dependent packages 28total releases 24latest release October 30, 2023most recent commit 3 months agonuget Emgu.CV} 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
The 10 Latest Releases In Machine 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 a month agopypi clarifai} 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
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
Cleanlab Studio ⭐ 16
Client interface for all things Cleanlab Studio
total releases 47latest release November 14, 2023most recent commit 3 months ago
Training_extensions ⭐ 1,119
Train, Evaluate, Optimize, Deploy Computer Vision Models via OpenVINO™
dependent packages 1total releases 55latest release October 31, 2023most recent commit a month agopypi otx} Downloads
Emgucv ⭐ 1,924
Emgu CV is a cross platform .Net wrapper to the OpenCV image processing library.
dependent packages 28total releases 24latest release October 30, 2023most recent commit 3 months agonuget Emgu.CV} Downloads
Hub ⭐ 3,420
A library for transfer learning by reusing parts of TensorFlow models.
dependent packages 180total releases 18latest release October 06, 2023most recent commit 3 months agopypi tensorflow-hub} 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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