The Top 277 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 277 Classification Open Source Projects

Categories > Data Processing > Classification

Php Ml ⭐ 7,900

PHP-ML - Machine Learning library for PHP

Text_classification ⭐ 6,908

all kinds of text classification models and more with deep learning

Labelme ⭐ 6,576

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

Pytorch Tutorial ⭐ 5,964

Build your neural network easy and fast, 莫烦Python中文教学

Tensorflow_cookbook ⭐ 5,896

Code for Tensorflow Machine Learning Cookbook

Awesome Project Ideas ⭐ 5,700

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

Smile ⭐ 5,255

Statistical Machine Intelligence & Learning Engine

Tensorflow Book ⭐ 4,438

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

Tensorflow Tutorial ⭐ 4,004

Tensorflow tutorial from basic to hard, 莫烦Python 中文AI教学

Franc ⭐ 3,522

Natural language detection

Text Classification Cnn Rnn ⭐ 3,453

CNN-RNN中文文本分类，基于TensorFlow

Pointnet ⭐ 3,211

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

Orange3 ⭐ 2,744

🍊 📊 💡 Orange: Interactive data analysis

Deep Learning For Image Processing ⭐ 2,665

deep learning for image processing including classification and object-detection etc.

Torch2trt ⭐ 2,339

An easy to use PyTorch to TensorRT converter

Imgclsmob ⭐ 2,149

Sandbox for training deep learning networks

Pointnet2 ⭐ 1,977

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

Machine Learning With Python ⭐ 1,909

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

Efficientnet ⭐ 1,819

Implementation of EfficientNet model. Keras and TensorFlow Keras.

Paddlex ⭐ 1,796

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

Practical Machine Learning With Python ⭐ 1,744

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.

Invoicenet ⭐ 1,725

Deep neural network to extract intelligent information from invoice documents.

Project_alias ⭐ 1,540

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

Uer Py ⭐ 1,420

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

Universal Data Tool ⭐ 1,410

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

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

Pytorch Classification ⭐ 1,312

Classification with PyTorch.

Nlp Journey ⭐ 1,312

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

Raster Vision ⭐ 1,299

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

Caffe Model ⭐ 1,268

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

Dlcv_for_beginners ⭐ 1,262

《深度学习与计算机视觉》配套代码

Mlbox ⭐ 1,221

MLBox is a powerful Automated Machine Learning python library.

Weaviate ⭐ 1,214

Weaviate is a cloud-native, modular, real-time vector search engine

Pointcnn ⭐ 1,140

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

Multi-class confusion matrix library in Python

Detext ⭐ 1,089

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

Mlj.jl ⭐ 1,076

A Julia machine learning framework

Five Video Classification Methods ⭐ 1,061

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

Eda_nlp ⭐ 965

Data augmentation for NLP, presented at EMNLP 2019

Bayesian Neural Networks ⭐ 961

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

A Python package for time series classification

Tribuo - A Java machine learning library

Awesome Fraud Detection Papers ⭐ 869

A curated list of data mining papers about fraud detection.

Datacurator Filetree ⭐ 791

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

Pytorchinsight ⭐ 730

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

Lightning Flash ⭐ 665

Collection of tasks for fast prototyping, baselining, finetuning and solving problems with deep learning.

Scikit Multilearn ⭐ 660

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

Simplecvreproduction ⭐ 656

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

All About The Gan ⭐ 632

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

Pytorch Mobilenet V3 ⭐ 628

MobileNetV3 in pytorch and ImageNet pretrained models

Deep neural network framework for multi-label text classification

Breast_cancer_classifier ⭐ 624

Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening

Humpback Whale Identification 1st ⭐ 595

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

Alphapy ⭐ 589

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

Php Ml Examples ⭐ 526

Examples use case of PHP-ML library.

Cranium ⭐ 502

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

Tensorflow_object_tracking_video ⭐ 494

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

Image Test Time Augmentation with PyTorch!

mlr3: Machine Learning in R - next generation

Structured Self Attention ⭐ 465

A Structured Self-attentive Sentence Embedding

Food Recipe Cnn ⭐ 462

food image to recipe with deep convolutional neural networks.

Lazypredict ⭐ 454

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

Is_that_a_duplicate_quora_question ⭐ 438

Transformers Tutorials ⭐ 431

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

Chexnet ⭐ 422

A pytorch reimplementation of CheXNet

Generalized Focal Loss: Learning Qualified and Distributed Bounding Boxes for Dense Object Detection, NeurIPS2020

Text Classification Models Pytorch ⭐ 398

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

RMDL: Random Multimodel Deep Learning for Classification

Shufflenet ⭐ 381

ShuffleNet Implementation in TensorFlow

All-in-one Toolbox for Computer Vision Research.

Anymethodlog ⭐ 368

Log any method call of object in Objective-C

Pytorch Randaugment ⭐ 367

Unofficial PyTorch Reimplementation of RandAugment.

Open3d Pointnet2 Semantic3d ⭐ 350

Semantic3D segmentation with Open3D and PointNet++

Artificial Adversary ⭐ 349

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

Lightautoml ⭐ 349

LAMA - automatic model creation framework

Ner Bert ⭐ 345

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

Adversarial_autoencoder ⭐ 339

A wizard's guide to Adversarial Autoencoders

Tensorflow Resources ⭐ 332

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

Collection of various algorithms implemented in R.

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

Mlstm Fcn ⭐ 321

Multivariate LSTM Fully Convolutional Networks for Time Series Classification

Code Sleep Python ⭐ 319

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

Tianchi Medical Lungtumordetect ⭐ 319

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

Malheur ⭐ 317

A Tool for Automatic Analysis of Malware Behavior

Go Deep ⭐ 315

Artificial Neural Network

Geospatial Machine Learning ⭐ 302

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

Torchsat ⭐ 290

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

Demo Chinese Text Binary Classification With Bert ⭐ 290

Misp Galaxy ⭐ 287

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

Fuku Ml ⭐ 281

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

Resnetcam Keras ⭐ 269

Keras implementation of a ResNet-CAM model

Argus Freesound ⭐ 269

Kaggle | 1st place solution for Freesound Audio Tagging 2019

Iter Reason ⭐ 263

Code for Iterative Reasoning Paper (CVPR 2018)

Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(2020) paper

PyTorch*-based Neural Network Compression Framework for enhanced OpenVINO™ inference

Automlpipeline.jl ⭐ 246

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

3d Pointcloud ⭐ 244

Papers and Datasets about Point Cloud.

Mead Baseline ⭐ 239

Deep-Learning Model Exploration and Development for NLP

1-100 of 277 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