Awesome Open Source
Awesome Open Source
Combined Topics
classification x
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194

The Top 3,031 Classification Open Source Projects on Github

Categories > Data Processing > Classification
Labelme ⭐ 7,247
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Text_classification ⭐ 7,009
all kinds of text classification models and more with deep learning
Tensorflow_cookbook ⭐ 5,953
Code for Tensorflow Machine Learning Cookbook
Pytorch Tutorial ⭐ 5,823
Build your neural network easy and fast, 莫烦Python中文教学
Smile ⭐ 5,336
Statistical Machine Intelligence & Learning Engine
Awesome Project Ideas ⭐ 4,846
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Tensorflow Book ⭐ 4,395
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Deep Learning For Image Processing ⭐ 4,174
deep learning for image processing including classification and object-detection etc.
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
Franc ⭐ 3,559
Natural language detection
Pointnet ⭐ 3,171
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Text Classification Cnn Rnn ⭐ 2,950
CNN-RNN中文文本分类，基于TensorFlow
Orange3 ⭐ 2,891
🍊 📊 💡 Orange: Interactive data analysis
Alink ⭐ 2,819
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Torch2trt ⭐ 2,701
An easy to use PyTorch to TensorRT converter
Paddlex ⭐ 2,662
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Imgclsmob ⭐ 2,308
Sandbox for training deep learning networks
Machine Learning With Python ⭐ 2,061
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
Weaviate ⭐ 1,751
Weaviate is a cloud-native, modular, real-time vector search engine
Uer Py ⭐ 1,636
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
Pointnet2 ⭐ 1,588
PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space
Practical Machine Learning With Python ⭐ 1,586
Master the essential skills needed to recognize and solve complex real-world problems with Machine Learning and Deep Learning by leveraging the highly popular Python Machine Learning Eco-system.
Mlr ⭐ 1,509
Machine Learning in R
Project_alias ⭐ 1,421
Alias is a teachable “parasite” that is designed to give users more control over their smart assistants, both when it comes to customisation and privacy. Through a simple app the user can train Alias to react on a custom wake-word/sound, and once trained, Alias can take control over your home assistant by activating it for you.
Ml ⭐ 1,400
A high-level machine learning and deep learning library for the PHP language.
Raster Vision ⭐ 1,374
An open source framework for deep learning on satellite and aerial imagery.
Universal Data Tool ⭐ 1,365
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
Nlp Journey ⭐ 1,328
Documents, papers and codes related to Natural Language Processing, including Topic Model, Word Embedding, Named Entity Recognition, Text Classificatin, Text Generation, Text Similarity, Machine Translation)，etc. All codes are implemented intensorflow 2.0.
Thundersvm ⭐ 1,307
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Pytorch Classification ⭐ 1,244
Classification with PyTorch.
Mlbox ⭐ 1,242
MLBox is a powerful Automated Machine Learning python library.
Caffe Model ⭐ 1,238
Caffe models (including classification, detection and segmentation) and deploy files for famouse networks
Lightning Flash ⭐ 1,198
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
Mlj.jl ⭐ 1,198
A Julia machine learning framework
Pointcnn ⭐ 1,176
PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)
Dlcv_for_beginners ⭐ 1,151
《深度学习与计算机视觉》配套代码
Pycm ⭐ 1,150
Multi-class confusion matrix library in Python
Detext ⭐ 1,142
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
Pyts ⭐ 1,054
A Python package for time series classification
Pointnet_pointnet2_pytorch ⭐ 986
PointNet and PointNet++ implemented by pytorch (pure python) and on ModelNet, ShapeNet and S3DIS.
Eda_nlp ⭐ 967
Data augmentation for NLP, presented at EMNLP 2019
Tribuo ⭐ 967
Tribuo - A Java machine learning library
Five Video Classification Methods ⭐ 960
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
Awesome Fraud Detection Papers ⭐ 943
A curated list of data mining papers about fraud detection.
Tsai ⭐ 843
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
Datacurator Filetree ⭐ 779
a standard filetree for /r/datacurator [ and r/datahoarder ]
Simplecvreproduction ⭐ 754
👊 Reproduce simple cv project including attention module, classification, object detection, segmentation, keypoint detection, tracking 😄 etc.
Pytorchinsight ⭐ 678
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
Awesome Deeplearning ⭐ 659
深度学习入门课、资深课、特色课、学术案例、产业实践案例、深度学习知识百科及面试题库The course, case and knowledge of Deep Learning and AI
Breast_cancer_classifier ⭐ 657
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
All About The Gan ⭐ 602
All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN
Magpie ⭐ 574
Deep neural network framework for multi-label text classification
Lightautoml ⭐ 569
LAMA - automatic model creation framework
Humpback Whale Identification 1st ⭐ 555
https://www.kaggle.com/c/humpback-whale-identification
Bayesian Neural Networks ⭐ 554
Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more
Mlr3 ⭐ 547
mlr3: Machine Learning in R - next generation
Alphapy ⭐ 545
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Scikit Multilearn ⭐ 538
A scikit-learn based module for multi-label et. al. classification
Php Ml Examples ⭐ 525
Examples use case of PHP-ML library.
Pytorch Mobilenet V3 ⭐ 481
MobileNetV3 in pytorch and ImageNet pretrained models
Food Recipe Cnn ⭐ 480
food image to recipe with deep convolutional neural networks.
Cranium ⭐ 480
🤖 A portable, header-only, artificial neural network library written in C99
Tensorflow_object_tracking_video ⭐ 480
Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition
3d Pointcloud ⭐ 442
Papers and Datasets about Point Cloud.
Is_that_a_duplicate_quora_question ⭐ 438
Cvpods ⭐ 437
All-in-one Toolbox for Computer Vision Research.
Guesslang ⭐ 434
Detect the programming language of a source code
Structured Self Attention ⭐ 412
A Structured Self-attentive Sentence Embedding
Ttach ⭐ 405
Image Test Time Augmentation with PyTorch!
Rmdl ⭐ 381
RMDL: Random Multimodel Deep Learning for Classification
Open3d Pointnet2 Semantic3d ⭐ 374
Semantic3D segmentation with Open3D and PointNet++
Shufflenet ⭐ 368
ShuffleNet Implementation in TensorFlow
R ⭐ 365
Collection of various algorithms implemented in R.
Ner Bert ⭐ 345
BERT-NER (nert-bert) with google bert https://github.com/google-research.
Asl ⭐ 334
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
Anymethodlog ⭐ 332
Log any method call of object in Objective-C
Chexnet ⭐ 331
A pytorch reimplementation of CheXNet
Pywick ⭐ 328
High-level batteries-included neural network training library for Pytorch
Tensorflow Resources ⭐ 327
Curated Tensorflow code resources to help you get started with Deep Learning.
Misp Galaxy ⭐ 320
Clusters and elements to attach to MISP events or attributes (like threat actors)
Artificial Adversary ⭐ 317
🗣️ Tool to generate adversarial text examples and test machine learning models against them
Nncf ⭐ 316
Neural Network Compression Framework for enhanced OpenVINO™ inference
Text Classification Models Pytorch ⭐ 309
Implementation of State-of-the-art Text Classification Models in Pytorch
Adversarial_autoencoder ⭐ 307
A wizard's guide to Adversarial Autoencoders
Malheur ⭐ 291
A Tool for Automatic Analysis of Malware Behavior
Tianchi Medical Lungtumordetect ⭐ 286
天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet
Torchsat ⭐ 285
🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.
Tsfel ⭐ 285
An intuitive library to extract features from time series
Code Sleep Python ⭐ 280
Awesome Projects in Python - Machine Learning Applications, Games, Desktop Applications all in Python 🐍
Fuku Ml ⭐ 278
Simple machine learning library / 簡單易用的機器學習套件
Paddle2onnx ⭐ 277
ONNX Model Exporter for PaddlePaddle
Automlpipeline.jl ⭐ 272
A package that makes it trivial to create and evaluate machine learning pipeline architectures.
Argus Freesound ⭐ 266
Kaggle | 1st place solution for Freesound Audio Tagging 2019
Go Deep ⭐ 265
Artificial Neural Network
Gfocal ⭐ 263
Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection
Laravel Categories ⭐ 261
Rinvex Categorizable is a polymorphic Laravel package, for category management. You can categorize any eloquent model with ease, and utilize the power of Nested Sets, and the awesomeness of Sluggable, and Translatable models out of the box.
Iter Reason ⭐ 258
Code for Iterative Reasoning Paper (CVPR 2018)
Resnetcam Keras ⭐ 245
Keras implementation of a ResNet-CAM model
1-100 of 3,031 projects

Related Projects

Python Classification Projects (1,433)
Machine Learning Classification Projects (1,234)
Jupyter Notebook Classification Projects (960)
Deep Learning Classification Projects (615)
Python Machine Learning Classification Projects (569)
Jupyter Notebook Machine Learning Classification Projects (467)
Classification Regression Projects (398)
Tensorflow Classification Projects (368)
Python Deep Learning Classification Projects (324)
Neural Network Classification Projects (324)
Machine Learning Classification Regression Projects (265)
Pytorch Classification Projects (248)
Python Tensorflow Classification Projects (241)
Data Science Classification Projects (239)
Keras Classification Projects (237)
Jupyter Notebook Deep Learning Classification Projects (222)
Nlp Classification Projects (198)
Advertising 📦 9
All Projects
Application Programming Interfaces 📦 120
Applications 📦 181
Artificial Intelligence 📦 72
Blockchain 📦 70
Build Tools 📦 111
Cloud Computing 📦 79
Code Quality 📦 28
Collaboration 📦 30
Command Line Interface 📦 48
Community 📦 81
Companies 📦 60
Compilers 📦 60
Computer Science 📦 74
Configuration Management 📦 39
Content Management 📦 167
Control Flow 📦 197
Data Formats 📦 77
Data Processing 📦 266
Data Storage 📦 132
Economics 📦 60
Frameworks 📦 198
Games 📦 122
Graphics 📦 103
Hardware 📦 148
Integrated Development Environments 📦 47
Learning Resources 📦 147
Legal 📦 28
Libraries 📦 119
Lists Of Projects 📦 21
Machine Learning 📦 336
Mapping 📦 61
Marketing 📦 15
Mathematics 📦 55
Media 📦 228
Messaging 📦 97
Networking 📦 304
Operating Systems 📦 84
Operations 📦 120
Package Managers 📦 52
Programming Languages 📦 229
Runtime Environments 📦 96
Science 📦 42
Security 📦 375
Social Media 📦 26
Software Architecture 📦 70
Software Development 📦 68
Software Performance 📦 57
Software Quality 📦 127
Text Editors 📦 45
Text Processing 📦 131
User Interface 📦 310
User Interface Components 📦 465
Version Control 📦 29
Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
"GitHub" is a registered trademark of GitHub, Inc. Awesome Open Source is not affiliated with GitHub.

All non readme contents or Github based topics or project metadata copyright Awesome Open Source 2018-2021