The Top 252 Classification Open Source Projects

Awesome Open Source

Awesome Open Source

Combined Topics

classification x

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210

The Top 252 Classification Open Source Projects

Categories > Data Processing > Classification

Php Ml ⭐ 7,900

PHP-ML - Machine Learning library for PHP

Text_classification ⭐ 6,734

all kinds of text classification models and more with deep learning

Labelme ⭐ 6,060

Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).

Tensorflow_cookbook ⭐ 5,798

Code for Tensorflow Machine Learning Cookbook

Pytorch Tutorial ⭐ 5,653

Build your neural network easy and fast

Awesome Project Ideas ⭐ 5,431

Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas

Smile ⭐ 5,127

Statistical Machine Intelligence & Learning Engine

Tensorflow Book ⭐ 4,425

Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.

Tensorflow Tutorial ⭐ 3,926

Tensorflow tutorial from basic to hard

Franc ⭐ 3,476

Natural language detection

Text Classification Cnn Rnn ⭐ 3,321

CNN-RNN中文文本分类，基于TensorFlow

Pointnet ⭐ 3,051

PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation

Orange3 ⭐ 2,577

🍊 📊 💡 Orange: Interactive data analysis

Torch2trt ⭐ 1,997

An easy to use PyTorch to TensorRT converter

Imgclsmob ⭐ 1,984

Sandbox for training deep learning networks

Pointnet2 ⭐ 1,873

PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space

Machine Learning With Python ⭐ 1,750

Practice and tutorial-style notebooks covering wide variety of machine learning techniques

Practical Machine Learning With Python ⭐ 1,670

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.

Efficientnet ⭐ 1,668

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Invoicenet ⭐ 1,620

Deep neural network to extract intelligent information from invoice documents.

Project_alias ⭐ 1,517

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.

Machine Learning in R

Universal Data Tool ⭐ 1,314

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

Paddlex ⭐ 1,279

PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）

Thundersvm ⭐ 1,261

ThunderSVM: A Fast SVM Library on GPUs and CPUs

Nlp Journey ⭐ 1,261

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.

Caffe Model ⭐ 1,253

Caffe models (including classification, detection and segmentation) and deploy files for famouse networks

Pytorch Classification ⭐ 1,231

Classification with PyTorch.

Dlcv_for_beginners ⭐ 1,230

《深度学习与计算机视觉》配套代码

Raster Vision ⭐ 1,208

An open source framework for deep learning on satellite and aerial imagery.

A high-level machine learning and deep learning library for the PHP language.

Mlbox ⭐ 1,179

MLBox is a powerful Automated Machine Learning python library.

Uer Py ⭐ 1,169

Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo

Pointcnn ⭐ 1,102

PointCNN: Convolution On X-Transformed Points (NeurIPS 2018)

Multi-class confusion matrix library in Python

Five Video Classification Methods ⭐ 1,028

Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow

DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks

A Julia machine learning framework

Eda_nlp ⭐ 872

Data augmentation for NLP, presented at EMNLP 2019

A Python package for time series classification

Bayesian Neural Networks ⭐ 844

Pytorch implementations of Bayes By Backprop, MC Dropout, SGLD, the Local Reparametrization Trick, KF-Laplace, SG-HMC and more

Tribuo - A Java machine learning library

Awesome Fraud Detection Papers ⭐ 806

A curated list of data mining papers about fraud detection.

Datacurator Filetree ⭐ 706

a standard filetree for /r/datacurator [ and r/datahoarder ]

Pytorchinsight ⭐ 698

a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results

All About The Gan ⭐ 627

All About the GANs(Generative Adversarial Networks) - Summarized lists for GAN

Scikit Multilearn ⭐ 621

A scikit-learn based module for multi-label et. al. classification

Deep neural network framework for multi-label text classification

Pytorch Mobilenet V3 ⭐ 605

MobileNetV3 in pytorch and ImageNet pretrained models

Breast_cancer_classifier ⭐ 604

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Humpback Whale Identification 1st ⭐ 588

https://www.kaggle.com/c/humpback-whale-identification

Alphapy ⭐ 540

Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost

Simplecvreproduction ⭐ 535

Reproduce simple cv project including attention module, classification, object detection, segmentation, keypoint detection, tracking 😄 etc.

Php Ml Examples ⭐ 526

Examples use case of PHP-ML library.

Cranium ⭐ 497

🤖 A portable, header-only, artificial neural network library written in C99

Tensorflow_object_tracking_video ⭐ 490

Object Tracking in Tensorflow ( Localization Detection Classification ) developed to partecipate to ImageNET VID competition

Weaviate ⭐ 462

Weaviate is a cloud-native, modular, real-time vector search engine built to scale your machine learning models.

Structured Self Attention ⭐ 458

A Structured Self-attentive Sentence Embedding

Food Recipe Cnn ⭐ 439

food image to recipe with deep convolutional neural networks.

Is_that_a_duplicate_quora_question ⭐ 432

mlr3: Machine Learning in R - next generation

Chexnet ⭐ 393

A pytorch reimplementation of CheXNet

Image Test Time Augmentation with PyTorch!

Shufflenet ⭐ 374

ShuffleNet Implementation in TensorFlow

Text Classification Models Pytorch ⭐ 371

Implementation of State-of-the-art Text Classification Models in Pytorch

RMDL: Random Multimodel Deep Learning for Classification

Anymethodlog ⭐ 358

Log any method call of object in Objective-C

Transformers Tutorials ⭐ 352

Github repo with tutorials to fine tune transformers for diff NLP tasks

Lazypredict ⭐ 351

Lazy Predict help build a lot of basic models without much code and helps understand which models works better without any parameter tuning

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection

Artificial Adversary ⭐ 340

🗣️ Tool to generate adversarial text examples and test machine learning models against them

Ner Bert ⭐ 337

BERT-NER (nert-bert) with google bert https://github.com/google-research.

Adversarial_autoencoder ⭐ 336

A wizard's guide to Adversarial Autoencoders

Open3d Pointnet2 Semantic3d ⭐ 331

Semantic3D segmentation with Open3D and PointNet++

Tensorflow Resources ⭐ 329

Curated Tensorflow code resources to help you get started with Deep Learning.

Malheur ⭐ 313

A Tool for Automatic Analysis of Malware Behavior

High-level batteries-included neural network training library for Pytorch

Tianchi Medical Lungtumordetect ⭐ 307

天池医疗AI大赛[第一季]：肺部结节智能诊断 UNet/VGG/Inception/ResNet/DenseNet

Mlstm Fcn ⭐ 300

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Go Deep ⭐ 296

Artificial Neural Network

Pytorch Randaugment ⭐ 296

Unofficial PyTorch Reimplementation of RandAugment.

Code Sleep Python ⭐ 292

Awesome Projects in Python - Machine Learning Applications, Games, Desktop Applications all in Python 🐍

Fuku Ml ⭐ 283

Simple machine learning library / 簡單易用的機器學習套件

Demo Chinese Text Binary Classification With Bert ⭐ 274

Misp Galaxy ⭐ 268

Clusters and elements to attach to MISP events or attributes (like threat actors)

Resnetcam Keras ⭐ 268

Keras implementation of a ResNet-CAM model

Geospatial Machine Learning ⭐ 265

A curated list of resources focused on Machine Learning in Geospatial Data Science.

Iter Reason ⭐ 260

Code for Iterative Reasoning Paper (CVPR 2018)

Argus Freesound ⭐ 253

Kaggle | 1st place solution for Freesound Audio Tagging 2019

Mead Baseline ⭐ 238

Deep-Learning Model Exploration and Development for NLP

Torchsat ⭐ 238

🔥TorchSat 🌏 is an open-source deep learning framework for satellite imagery analysis based on PyTorch.

Classification?Detection?Segmentation? Key-points?Self-supervise learning?3D?cvpods is all you need!

Text Cnn Tensorflow ⭐ 231

Convolutional Neural Networks for Sentence Classification(TextCNN) implements by TensorFlow

Code Confuse Plugin ⭐ 226

iOS代码混淆插件；A plugin to confuse codes in iOS Platform.

Caffe2 Ios ⭐ 221

Caffe2 on iOS Real-time Demo. Test with Your Own Model and Photos.

Deepfashion ⭐ 219

Apparel detection using deep learning

Timeseries_fastai ⭐ 219

fastai V2 implementation of Timeseries classification papers.

Scalable Time Series Data Analytics

Magnetloss Pytorch ⭐ 217

PyTorch implementation of a deep metric learning technique called "Magnet Loss" from Facebook AI Research (FAIR) in ICLR 2016.

Automlpipeline.jl ⭐ 215

A package that makes it trivial to create and evaluate machine learning pipeline architectures.

1-100 of 252 projects

Advertising 📦 10

Application Programming Interfaces 📦 124

Applications 📦 192

Artificial Intelligence 📦 78

Blockchain 📦 73

Build Tools 📦 113

Cloud Computing 📦 80

Code Quality 📦 28

Collaboration 📦 32

Command Line Interface 📦 49

Community 📦 83

Companies 📦 60

Compilers 📦 63

Computer Science 📦 80

Configuration Management 📦 42

Content Management 📦 175

Control Flow 📦 213

Data Formats 📦 78

Data Processing 📦 276

Data Storage 📦 135

Economics 📦 64

Frameworks 📦 215

Graphics 📦 110

Hardware 📦 152

Integrated Development Environments 📦 49

Learning Resources 📦 166

Libraries 📦 129

Lists Of Projects 📦 22

Machine Learning 📦 347

Mapping 📦 64

Marketing 📦 15

Mathematics 📦 55

Messaging 📦 98

Networking 📦 315

Operating Systems 📦 89

Operations 📦 121

Package Managers 📦 55

Programming Languages 📦 245

Runtime Environments 📦 100

Science 📦 42

Security 📦 396

Social Media 📦 27

Software Architecture 📦 72

Software Development 📦 72

Software Performance 📦 58

Software Quality 📦 133

Text Editors 📦 49

Text Processing 📦 136

User Interface 📦 330

User Interface Components 📦 514

Version Control 📦 30

Virtualization 📦 71

Web Browsers 📦 42

Web Servers 📦 26

Web User Interface 📦 210