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The Top 3,163 Classification Open Source Projects on Github

Categories > Data Processing > Classification
Labelme ⭐ 7,914
Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation).
Text_classification ⭐ 7,129
all kinds of text classification models and more with deep learning
Pytorch Tutorial ⭐ 6,527
Build your neural network easy and fast, 莫烦Python中文教学
Deep Learning For Image Processing ⭐ 6,334
deep learning for image processing including classification and object-detection etc.
Awesome Project Ideas ⭐ 6,113
Curated list of Machine Learning, NLP, Vision, Recommender Systems Project Ideas
Tensorflow_cookbook ⭐ 5,996
Code for Tensorflow Machine Learning Cookbook
Smile ⭐ 5,428
Statistical Machine Intelligence & Learning Engine
Pycaret ⭐ 5,024
An open-source, low-code machine learning library in Python
Tensorflow Book ⭐ 4,443
Accompanying source code for Machine Learning with TensorFlow. Refer to the book for step-by-step explanations.
Tensorflow Tutorial ⭐ 3,873
Tensorflow tutorial from basic to hard
Franc ⭐ 3,599
Natural language detection
Paddlex ⭐ 3,463
PaddlePaddle End-to-End Development Toolkit（『飞桨』深度学习全流程开发工具）
Orange3 ⭐ 3,244
🍊 📊 💡 Orange: Interactive data analysis
Pointnet ⭐ 3,171
PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation
Alink ⭐ 2,974
Alink is the Machine Learning algorithm platform based on Flink, developed by the PAI team of Alibaba computing platform.
Torch2trt ⭐ 2,967
An easy to use PyTorch to TensorRT converter
Text Classification Cnn Rnn ⭐ 2,950
CNN-RNN中文文本分类，基于TensorFlow
Imgclsmob ⭐ 2,399
Sandbox for training deep learning networks
Machine Learning With Python ⭐ 2,221
Practice and tutorial-style notebooks covering wide variety of machine learning techniques
Weaviate ⭐ 2,141
Weaviate is a cloud-native, modular, real-time vector search engine
Uer Py ⭐ 1,881
Open Source Pre-training Model Framework in PyTorch & Pre-trained Model Zoo
Efficientnet ⭐ 1,853
Implementation of EfficientNet model. Keras and TensorFlow Keras.
Invoicenet ⭐ 1,763
Deep neural network to extract intelligent information from invoice documents.
Flaml ⭐ 1,723
A fast library for AutoML and tuning.
Tsai ⭐ 1,635
Time series Timeseries Deep Learning Machine Learning Pytorch fastai | State-of-the-art Deep Learning library for Time Series and Sequences in Pytorch / fastai
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 ⭐ 1,554
Machine Learning in R
Universal Data Tool ⭐ 1,519
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
Ml ⭐ 1,513
A high-level machine learning and deep learning library for the PHP language.
Raster Vision ⭐ 1,489
An open source framework for deep learning on satellite and aerial imagery.
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.
Thundersvm ⭐ 1,360
ThunderSVM: A Fast SVM Library on GPUs and CPUs
Lightning Flash ⭐ 1,358
Your PyTorch AI Factory - Flash enables you to easily configure and run complex AI recipes for over 15 tasks across 7 data domains
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.
Mlj.jl ⭐ 1,297
A Julia machine learning framework
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
Pycm ⭐ 1,203
Multi-class confusion matrix library in Python
Detext ⭐ 1,194
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
Awesome Deeplearning ⭐ 1,187
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
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
Pyts ⭐ 1,115
A Python package for time series classification
Tribuo ⭐ 1,016
Tribuo - A Java machine learning library
Awesome Fraud Detection Papers ⭐ 1,002
A curated list of data mining papers about fraud detection.
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
Five Video Classification Methods ⭐ 960
Code that accompanies my blog post outlining five video classification methods in Keras and TensorFlow
Simplecvreproduction ⭐ 838
👊 Reproduce simple cv project including attention module, classification, object detection, segmentation, keypoint detection, tracking 😄 etc.
Datacurator Filetree ⭐ 779
a standard filetree for /r/datacurator [ and r/datahoarder ]
Paddlevit ⭐ 742
🤖 PaddleViT: State-of-the-art Visual Transformer and MLP Models for PaddlePaddle 2.0+
Lightautoml ⭐ 681
LAMA - automatic model creation framework
Alphapy ⭐ 679
Automated Machine Learning [AutoML] with Python, scikit-learn, Keras, XGBoost, LightGBM, and CatBoost
Pytorchinsight ⭐ 678
a pytorch lib with state-of-the-art architectures, pretrained models and real-time updated results
Breast_cancer_classifier ⭐ 657
Deep Neural Networks Improve Radiologists' Performance in Breast Cancer Screening
Ttach ⭐ 653
Image Test Time Augmentation with PyTorch!
3d Pointcloud ⭐ 621
Papers and Datasets about Point Cloud.
Mlr3 ⭐ 613
mlr3: Machine Learning in R - next generation
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
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
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.
Cvpods ⭐ 500
All-in-one Toolbox for Computer Vision Research.
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
Guesslang ⭐ 457
Detect the programming language of a source code
Is_that_a_duplicate_quora_question ⭐ 438
Mmrazor ⭐ 422
OpenMMLab Model Compression Toolbox and Benchmark.
Asl ⭐ 417
Official Pytorch Implementation of: "Asymmetric Loss For Multi-Label Classification"(ICCV, 2021) paper
Structured Self Attention ⭐ 412
A Structured Self-attentive Sentence Embedding
Nncf ⭐ 394
Neural Network Compression Framework for enhanced OpenVINO™ inference
Rmdl ⭐ 390
RMDL: Random Multimodel Deep Learning for Classification
Open3d Pointnet2 Semantic3d ⭐ 387
Semantic3D segmentation with Open3D and PointNet++
Shufflenet ⭐ 368
ShuffleNet Implementation in TensorFlow
Tsfel ⭐ 365
An intuitive library to extract features from time series
R ⭐ 365
Collection of various algorithms implemented in R.
Pywick ⭐ 361
High-level batteries-included neural network training library for Pytorch
Adversarial_autoencoder ⭐ 356
A wizard's guide to Adversarial Autoencoders
Ner Bert ⭐ 345
BERT-NER (nert-bert) with google bert https://github.com/google-research.
Misp Galaxy ⭐ 335
Clusters and elements to attach to MISP events or attributes (like threat actors)
Go Deep ⭐ 334
Artificial Neural Network
Paddle2onnx ⭐ 332
ONNX Model Exporter for PaddlePaddle
Anymethodlog ⭐ 332
Log any method call of object in Objective-C
Chexnet ⭐ 331
A pytorch reimplementation of CheXNet
Tensorflow Resources ⭐ 327
Curated Tensorflow code resources to help you get started with Deep Learning.
Artificial Adversary ⭐ 317
🗣️ Tool to generate adversarial text examples and test machine learning models against them
Text Classification Models Pytorch ⭐ 309
Implementation of State-of-the-art Text Classification Models in Pytorch
Laravel Categories ⭐ 299
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.
Hrformer ⭐ 299
This is an official implementation of our NeurIPS 2021 paper "HRFormer: High-Resolution Transformer for Dense Prediction".
Malheur ⭐ 291
A Tool for Automatic Analysis of Malware Behavior
Automlpipeline.jl ⭐ 290
A package that makes it trivial to create and evaluate machine learning pipeline architectures.
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.
Code Sleep Python ⭐ 280
Awesome Projects in Python - Machine Learning Applications, Games, Desktop Applications all in Python 🐍
1-100 of 3,163 projects

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Virtualization 📦 68
Web Browsers 📦 38
Web Servers 📦 25
Web User Interface 📦 194
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