Awesome Open Source
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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.
Mlr
⭐
1,456
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.
Ml
⭐
1,193
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)
Pycm
⭐
1,046
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
⭐
991
DeText: A Deep Neural Text Understanding Framework for Ranking and Classification Tasks
Mlj.jl
⭐
939
A Julia machine learning framework
Eda_nlp
⭐
872
Data augmentation for NLP, presented at EMNLP 2019
Pyts
⭐
856
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
⭐
824
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
Magpie
⭐
617
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
⭐
420
mlr3: Machine Learning in R - next generation
Chexnet
⭐
393
A pytorch reimplementation of CheXNet
Ttach
⭐
393
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
⭐
367
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
Gfocal
⭐
345
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
Pywick
⭐
310
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.
Cvpods
⭐
234
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.
Sfa
⭐
217
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
Next >
Advertising
📦 10
All Projects
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
Games
📦 129
Graphics
📦 110
Hardware
📦 152
Integrated Development Environments
📦 49
Learning Resources
📦 166
Legal
📦 29
Libraries
📦 129
Lists Of Projects
📦 22
Machine Learning
📦 347
Mapping
📦 64
Marketing
📦 15
Mathematics
📦 55
Media
📦 239
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