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The Top 518 Deep Learning Image Classification Open Source Projects

Categories > Machine Learning > Deep Learning
Categories > Machine Learning > Image Classification
Labelimg ⭐ 17,202
🖍️ LabelImg is a graphical image annotation tool and label object bounding boxes in images
dependent packages 3total releases 28most recent commit 22 days agopypi labelImg} Downloads
Albumentations ⭐ 9,868
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 149total releases 49most recent commit 2 months agopypi albumentations} Downloads
Cvpr2022 Paper Code Interpretation ⭐ 9,199
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 month ago
Label Studio ⭐ 8,713
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 2total releases 144most recent commit 12 hours agopypi label-studio} Downloads
Pytorch Book ⭐ 8,618
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 a year ago
Computervision Recipes ⭐ 8,318
Best Practices, code samples, and documentation for Computer Vision.
most recent commit 3 months ago
Cvat ⭐ 7,379
Powerful and efficient Computer Vision Annotation Tool (CVAT)
most recent commit 4 days ago
Awesome Project Ideas ⭐ 6,113
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
most recent commit 5 months ago
Gluon Cv ⭐ 5,194
Gluon CV Toolkit
dependent packages 44total releases 1,386most recent commit 2 days agopypi gluoncv} Downloads
Autogluon ⭐ 4,489
AutoGluon: AutoML for Image, Text, and Tabular Data
dependent packages 10total releases 580most recent commit 19 hours agopypi autogluon.core} Downloads
Satellite Image Deep Learning ⭐ 3,121
Resources for deep learning with satellite & aerial imagery
most recent commit 2 days ago
Catalyst ⭐ 2,912
Accelerated deep learning R&D
dependent packages 10total releases 108most recent commit 23 days agopypi catalyst} Downloads
Darts ⭐ 2,775
Differentiable architecture search for convolutional and recurrent networks
most recent commit 2 years ago
Pytorch Cifar100 ⭐ 2,599
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 2 months ago
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
dependent packages 4total releases 67most recent commit 5 months agopypi pytorchcv} Downloads
Deepdetect ⭐ 2,363
Deep Learning API and Server in C++14 support for Caffe, PyTorch,TensorRT, Dlib, NCNN, Tensorflow, XGBoost and TSNE
most recent commit 5 days ago
Awesome Image Classification ⭐ 2,138
A curated list of deep learning image classification papers and codes
most recent commit a month ago
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
dependent packages 5total releases 9most recent commit 10 months agopypi efficientnet} Downloads
Iccv2021 Paper Code Interpretation ⭐ 1,653
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
Tensorflow2.0 Examples ⭐ 1,611
🙄 Difficult algorithm, Simple code.
most recent commit 2 months ago
Labelbox ⭐ 1,578
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
most recent commit 7 months ago
Fast Autoaugment ⭐ 1,358
Official Implementation of 'Fast AutoAugment' in PyTorch.
most recent commit a year ago
Mmclassification ⭐ 1,303
OpenMMLab Image Classification Toolbox and Benchmark
dependent packages 6total releases 21most recent commit 2 days agopypi mmcls} Downloads
Pytorch Toolbelt ⭐ 1,235
PyTorch extensions for fast R&D prototyping and Kaggle farming
dependent packages 5total releases 23most recent commit 11 days agopypi pytorch-toolbelt} Downloads
Mish ⭐ 1,215
Official Repsoitory for "Mish: A Self Regularized Non-Monotonic Neural Activation Function" [BMVC 2020]
most recent commit 18 hours ago
Cv Pretrained Model ⭐ 991
A collection of computer vision pre-trained models.
most recent commit a year ago
Quickdraw ⭐ 811
Implementation of Quickdraw - an online game developed by Google
most recent commit a year ago
Bootcamp ⭐ 792
Dealing with all unstructured data, such as reverse image search, audio search, molecular search, video analysis, question and answer systems, NLP, etc.
most recent commit a month ago
Eccv2020 Code ⭐ 733
ECCV 2020 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
most recent commit a year ago
Ailia Models ⭐ 625
The collection of pre-trained, state-of-the-art AI models for ailia SDK
most recent commit 5 days ago
Caer ⭐ 554
High-performance Vision library in Python. Scale your research, not boilerplate.
dependent packages 1total releases 119most recent commit 7 months agopypi caer} Downloads
Bottleneck Transformer Pytorch ⭐ 523
Implementation of Bottleneck Transformer in Pytorch
total releases 10most recent commit 8 months ago
Fishnet ⭐ 511
Implementation code of the paper: FishNet: A Versatile Backbone for Image, Region, and Pixel Level Prediction, NeurIPS 2018
most recent commit 3 years ago
Torchxrayvision ⭐ 449
TorchXRayVision: A library of chest X-ray datasets and models.
total releases 33most recent commit 2 months ago
Rexnet ⭐ 416
Official Pytorch implementation of ReXNet (Rank eXpansion Network) with pretrained models
most recent commit 4 months ago
Trashnet ⭐ 411
Dataset of images of trash; Torch-based CNN for garbage image classification
most recent commit 7 months ago
Pba ⭐ 400
Efficient Learning of Augmentation Policy Schedules
most recent commit 3 years ago
Rmdl ⭐ 395
RMDL: Random Multimodel Deep Learning for Classification
total releases 7most recent commit 2 months ago
Super Gradients ⭐ 388
Easily train or fine-tune SOTA computer vision models with one open source training library
total releases 11most recent commit 3 days ago
Sianet ⭐ 358
An easy to use C# deep learning library with CUDA/OpenCL support
dependent packages 7total releases 6most recent commit 3 years agonuget SiaNet.Engine} Downloads
Computer Vision ⭐ 354
Programming Assignments and Lectures for Stanford's CS 231: Convolutional Neural Networks for Visual Recognition
most recent commit 4 years ago
Face_recognition ⭐ 337
🍎 My own face recognition with deep neural networks.
most recent commit 8 months ago
Neural Pipeline ⭐ 314
Neural networks training pipeline based on PyTorch
total releases 19most recent commit 2 years ago
Assembled Cnn ⭐ 311
Tensorflow implementation of "Compounding the Performance Improvements of Assembled Techniques in a Convolutional Neural Network"
most recent commit a year ago
Awesome Computer Vision Models ⭐ 298
A list of popular deep learning models related to classification, segmentation and detection problems
most recent commit a year ago
Ipyplot ⭐ 287
IPyPlot is a small python package offering fast and efficient plotting of images inside Python Notebooks. It's using IPython with HTML for faster, richer and more interactive way of displaying big numbers of images.
dependent packages 3total releases 6most recent commit 2 months agopypi ipyplot} Downloads
Artificio ⭐ 269
Deep Learning Computer Vision Algorithms for Real-World Use
most recent commit 3 years ago
Awesome Backbones ⭐ 261
Integrate deep learning models for image classification | Backbone learning/comparison/magic modification project
most recent commit a day ago
Transformer In Transformer ⭐ 253
Implementation of Transformer in Transformer, pixel level attention paired with patch level attention for image classification, in Pytorch
total releases 11most recent commit 5 months ago
Fan ⭐ 247
Official PyTorch implementation of Fully Attentional Networks
most recent commit 5 days ago
Easy Few Shot Learning ⭐ 244
Ready-to-use code and tutorial notebooks to boost your way into few-shot learning for image classification.
total releases 3most recent commit 16 days ago
Dynamicvit ⭐ 241
[NeurIPS 2021] DynamicViT: Efficient Vision Transformers with Dynamic Token Sparsification
most recent commit 5 months ago
Wildcat.pytorch ⭐ 227
PyTorch implementation of "WILDCAT: Weakly Supervised Learning of Deep ConvNets for Image Classification, Pointwise Localization and Segmentation", CVPR 2017
most recent commit 5 years ago
Pytorch_fine_tuning_tutorial ⭐ 226
A short tutorial on performing fine tuning or transfer learning in PyTorch.
most recent commit 4 years ago
Node Efficientnet ⭐ 214
tensorflowJS implementation of EfficientNet 🚀
total releases 36most recent commit 4 months ago
Gfnet ⭐ 214
[NeurIPS 2021] Global Filter Networks for Image Classification
most recent commit 12 days ago
Group Normalization Tensorflow ⭐ 205
A TensorFlow implementation of Group Normalization on the task of image classification
most recent commit 4 years ago
Computer Vision Guide ⭐ 204
📖 This guide is to help you understand the basics of the computerized image and develop computer vision projects with OpenCV. Includes Python, Java, JavaScript, C# and C++ examples.
most recent commit 2 years ago
Deep Learning With Python ⭐ 197
Deep learning codes and projects using Python
most recent commit a year ago
Facial Expression Recognition Using Cnn ⭐ 190
Deep facial expressions recognition using Opencv and Tensorflow. Recognizing facial expressions from images or camera stream
most recent commit 2 years ago
Toppaper ⭐ 189
Classic papers for beginners, and impact scope for authors.
most recent commit 2 months ago
Chitra ⭐ 189
A multi-functional library for full-stack Deep Learning. Simplifies Model Building, API development, and Model Deployment.
most recent commit a month ago
Transfer Learning Suite ⭐ 185
Transfer Learning Suite in Keras. Perform transfer learning using any built-in Keras image classification model easily!
most recent commit 2 years ago
Dna ⭐ 179
Block-wisely Supervised Neural Architecture Search with Knowledge Distillation (CVPR 2020)
most recent commit 8 months ago
Imageatm ⭐ 179
Image classification for everyone.
most recent commit 2 years ago
Iresnet ⭐ 157
Improved Residual Networks (https://arxiv.org/pdf/2004.04989.pdf)
most recent commit a year ago
Trojanzoo ⭐ 154
TrojanZoo provides a universal pytorch platform to conduct security researches (especially backdoor attacks/defenses) of image classification in deep learning.
total releases 12most recent commit 10 days ago
Replknet ⭐ 152
Official MegEngine implementation of RepLKNet
most recent commit a month ago
Cnn Svm ⭐ 151
An Architecture Combining Convolutional Neural Network (CNN) and Linear Support Vector Machine (SVM) for Image Classification
most recent commit 2 years ago
Autoclint ⭐ 150
A specially designed light version of Fast AutoAugment
most recent commit 2 years ago
Coreml Models ⭐ 148
Converted CoreML Model Zoo.
most recent commit 2 months ago
Neural_network_papers ⭐ 147
记录一些读过的论文，给出个人对论文的评分情况并简述论文insight
most recent commit 2 months ago
Cvpr18 Inaturalist Transfer ⭐ 139
Large Scale Fine-Grained Categorization and Domain-Specific Transfer Learning. CVPR 2018
most recent commit 4 years ago
Mxnet.sharp ⭐ 137
.NET Standard bindings for Apache MxNet with Imperative, Symbolic and Gluon Interface for developing, training and deploying Machine Learning models in C#. https://mxnet.tech-quantum.com/
dependent packages 2total releases 12most recent commit 3 months agonuget MxNet.Sharp} Downloads
Cvpr 2022 Papers ⭐ 136
CVPR 2022 papers with code (论文及代码）
most recent commit 6 days ago
Hugsvision ⭐ 132
HugsVision is a easy to use huggingface wrapper for state-of-the-art computer vision
most recent commit 5 months ago
Remo Python ⭐ 131
🐰 Python lib for remo - the app for annotations and images management in Computer Vision
dependent packages 1total releases 20most recent commit a year agopypi remo-sdk} Downloads
Aognet ⭐ 130
Code for CVPR 2019 paper: " Learning Deep Compositional Grammatical Architectures for Visual Recognition"
most recent commit 3 years ago
Iciar2018 ⭐ 124
Two-Stage Convolutional Neural Network for Breast Cancer Histology Image Classification. ICIAR 2018 Grand Challenge on BreAst Cancer Histology images (BACH)
most recent commit 3 years ago
Labeld ⭐ 123
LabelD is a quick and easy-to-use image annotation tool, built for academics, data scientists, and software engineers to enable single track or distributed image tagging. LabelD supports both localized, in-image (multi-)tagging, as well as image categorization.
most recent commit 3 years ago
Pytorch_classifiers ⭐ 123
Almost any Image classification problem using pytorch
most recent commit 2 years ago
Tfclassify Unity ⭐ 118
An example of using Tensorflow with Unity for image classification and object detection.
most recent commit 2 years ago
Regnet ⭐ 118
Pytorch implementation of network design paradigm described in the paper "Designing Network Design Spaces"
most recent commit a year ago
Amla ⭐ 117
AutoML frAmework for Neural Networks
most recent commit 4 years ago
Petridishnn ⭐ 106
Code for the neural architecture search methods contained in the paper Efficient Forward Neural Architecture Search
most recent commit 2 years ago
Wb_color_augmenter ⭐ 104
WB color augmenter improves the accuracy of image classification and image semantic segmentation methods by emulating different WB effects (ICCV 2019) [Python & Matlab].
most recent commit 9 months ago
Multi Task Learning ⭐ 100
Multi-task learning smile detection, age and gender classification on GENKI4k, IMDB-Wiki dataset.
most recent commit 4 years ago
Malware Classification ⭐ 98
Towards Building an Intelligent Anti-Malware System: A Deep Learning Approach using Support Vector Machine for Malware Classification
most recent commit a year ago
Robot Grasp Detection ⭐ 97
Detecting robot grasping positions with deep neural networks. The model is trained on Cornell Grasping Dataset. This is an implementation mainly based on the paper 'Real-Time Grasp Detection Using Convolutional Neural Networks' from Redmon and Angelova.
most recent commit 4 years ago
Deep Learning Training Gui ⭐ 89
Train and predict your model on pre-trained deep learning models through the GUI (web app). No more many parameters, no more data preprocessing.
most recent commit 2 years ago
Deepstack Ui ⭐ 88
UI for working with Deepstack
most recent commit a month ago
Protest Detection Violence Estimation ⭐ 87
Implementation of the model used in the paper Protest Activity Detection and Perceived Violence Estimation from Social Media Images (ACM Multimedia 2017)
most recent commit 4 years ago
Machinelearning Ai ⭐ 85
This repository contains all the work that I regularly did and studied from Medium blogs, various research papers, and other Repos.
most recent commit 20 hours ago
Torchflare ⭐ 84
TorchFlare is a simple, beginner-friendly, and easy-to-use PyTorch Framework train your models effortlessly.
total releases 6most recent commit 2 months ago
Deep_learning_in_python_2018 ⭐ 79
Deep Learning workshop including image classification, face recognition, Object detection, language modelling, image captioning and neural machine translation.
most recent commit 5 months ago
Freenet ⭐ 77
FPGA: Fast Patch-Free Global Learning Framework for Fully End-to-End Hyperspectral Image Classification (TGRS 2020) https://ieeexplore.ieee.org/document/9007624
most recent commit 2 months ago
Polynomial_nets ⭐ 74
Official Implementation of the CVPR'20 paper 'Π-nets: Deep Polynomial Neural Networks' and its T-PAMI-21 extension.
most recent commit 7 months ago
Imagedataaugmentor ⭐ 73
Custom image data generator for TF Keras that supports the modern augmentation module albumentations
most recent commit 4 months ago
Pytorch Learners Tutorial ⭐ 71
PyTorch tutorial for learners
most recent commit 2 years ago
Tensorflow Classification ⭐ 70
A unified program to check predictions of different convolutional neural networks for image classification.
most recent commit 5 years ago
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