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The Top 1,110 Labeling Open Source Projects

Categories > Machine Learning > Labeling
Mlflow ⭐ 12,456
Open source platform for the machine learning lifecycle
dependent packages 252total releases 60most recent commit 5 hours agopypi mlflow} Downloads
Label Studio ⭐ 10,013
Label Studio is a multi-type data labeling and annotation tool with standardized output format
dependent packages 3total releases 159most recent commit 4 hours agopypi label-studio} Downloads
Cvat ⭐ 7,716
Powerful and efficient Computer Vision Annotation Tool (CVAT)
most recent commit 6 days ago
Amazon Sagemaker Examples ⭐ 7,237
Example 📓 Jupyter notebooks that demonstrate how to build, train, and deploy machine learning models using 🧠 Amazon SageMaker.
most recent commit 3 hours ago
Snorkel ⭐ 5,213
A system for quickly generating training data with weak supervision
dependent packages 8total releases 20most recent commit 17 days agopypi snorkel} Downloads
Vott ⭐ 3,784
Visual Object Tagging Tool: An electron app for building end to end Object Detection Models from Images and Videos.
total releases 5most recent commit 8 months ago
Production Level Deep Learning ⭐ 3,241
A guideline for building practical production-level deep learning systems to be deployed in real world applications.
most recent commit a year ago
Make Sense ⭐ 2,355
Free to use online tool for labelling photos. https://makesense.ai
total releases 2most recent commit a day ago
Kashgari ⭐ 2,141
Kashgari is a production-level NLP Transfer learning framework built on top of tf.keras for text-labeling and text-classification, includes Word2Vec, BERT, and GPT2 Language Embedding.
dependent packages 1total releases 11most recent commit a year agopypi kashgari-tf} Downloads
Awesome Data Labeling ⭐ 2,125
A curated list of awesome data labeling tools
most recent commit 6 months ago
Ncrfpp ⭐ 1,719
NCRF++, a Neural Sequence Labeling Toolkit. Easy use to any sequence labeling tasks (e.g. NER, POS, Segmentation). It includes character LSTM/CNN, word LSTM/CNN and softmax/CRF components.
most recent commit 2 years ago
Universal Data Tool ⭐ 1,612
Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
most recent commit 3 months ago
Labelbox ⭐ 1,578
Labelbox is the fastest way to annotate data to build and ship computer vision applications.
most recent commit 10 months ago
Diffgram ⭐ 1,456
Training Data (Data Labeling, Annotation, Workflow) for all Data Types (Image, Video, 3D, Text, Geo, Audio, more) at scale.
most recent commit a day ago
Anago ⭐ 1,428
Bidirectional LSTM-CRF and ELMo for Named-Entity Recognition, Part-of-Speech Tagging and so on.
total releases 14most recent commit 6 months ago
Yolo_mark ⭐ 1,384
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
most recent commit 2 years ago
Chinesener ⭐ 1,303
A neural network model for Chinese named entity recognition
most recent commit 4 years ago
Semantic Segmentation Editor ⭐ 1,185
Web labeling tool for bitmap images and point clouds
most recent commit 5 months ago
Coc Explorer ⭐ 1,042
📁 Explorer for coc.nvim
total releases 216most recent commit 24 days ago
Unsupervised Classification ⭐ 994
SCAN: Learning to Classify Images without Labels, incl. SimCLR. [ECCV 2020]
most recent commit 2 months ago
Bbox Label Tool ⭐ 969
A simple tool for labeling object bounding boxes in images
most recent commit 2 years ago
Refinery ⭐ 890
The open-source data-centric IDE for NLP. Combining programmatic labeling, extensive data management and neural search capabilities.
most recent commit 9 days ago
Imglab ⭐ 838
To speedup and simplify image labeling/ annotation process with multiple supported formats.
most recent commit 2 months ago
Rules ⭐ 786
Durable Rules Engine
dependent packages 3total releases 104most recent commit 2 years agopypi durable-rules} Downloads
Openlabeling ⭐ 720
Label images and video for Computer Vision applications
most recent commit a year ago
Awesome Dataset Tools ⭐ 630
🔧 A curated list of awesome dataset tools
most recent commit 23 days ago
Deep Tutorials For Pytorch ⭐ 612
In-depth tutorials for implementing deep learning models on your own with PyTorch.
most recent commit 3 years ago
Sequence Labeling Bilstm Crf ⭐ 605
The classical BiLSTM-CRF model implemented in Tensorflow, for sequence labeling tasks. In Vex version, everything is configurable.
most recent commit a year ago
Seqeval ⭐ 581
A Python framework for sequence labeling evaluation(named-entity recognition, pos tagging, etc...)
dependent packages 42total releases 24most recent commit a year agopypi seqeval} Downloads
Sloth ⭐ 569
Sloth is a tool for labeling image and video data for computer vision research.
most recent commit 3 years ago
Onepanel ⭐ 547
The open source, end-to-end computer vision platform. Label, build, train, tune, deploy and automate in a unified platform that runs on any cloud and on-premises.
dependent packages 1total releases 64most recent commit 9 months ago
Rnn Nlu ⭐ 454
A TensorFlow implementation of Recurrent Neural Networks for Sequence Classification and Sequence Labeling
most recent commit 4 years ago
Lstm Crf Pytorch ⭐ 420
LSTM-CRF in PyTorch
most recent commit 2 months ago
Ocr Form Tools ⭐ 398
A set of tools to use in Microsoft Azure Form Recognizer and OCR services.
most recent commit 5 months ago
Curve ⭐ 398
An Integrated Experimental Platform for time series data anomaly detection.
most recent commit 2 years ago
Nlpnet ⭐ 396
A neural network architecture for NLP tasks, using cython for fast performance. Currently, it can perform POS tagging, SRL and dependency parsing.
most recent commit 9 months ago
Point_labeler ⭐ 370
My awesome point cloud labeling tool
most recent commit 8 months ago
Annotorious ⭐ 368
A JavaScript library for image annotation
dependent packages 6total releases 48most recent commit 8 days agonpm @recogito/annotorious} Downloads
Metal ⭐ 361
Snorkel MeTaL: A framework for training models with multi-task weak supervision
dependent packages 1total releases 22most recent commit 3 years agopypi snorkel-metal} Downloads
Compose ⭐ 359
A machine learning tool for automated prediction engineering. It allows you to easily structure prediction problems and generate labels for supervised learning.
dependent packages 1total releases 18most recent commit a month agopypi composeml} Downloads
Scalabel ⭐ 359
Scalabel: A versatile web-based visual data annotation tool
dependent packages 2total releases 3most recent commit a day agopypi scalabel} Downloads
Deepnetsforeo ⭐ 342
Deep networks for Earth Observation
most recent commit 3 years ago
Finance_ml ⭐ 338
Advances in Financial Machine Learning
most recent commit 10 months ago
Cvat ⭐ 327
Annotate better with CVAT, the industry-leading data engine for machine learning. Used and trusted by teams at any scale, for data of any scale.
most recent commit 5 hours ago
Snorkel Tutorials ⭐ 318
A collection of tutorials for Snorkel
most recent commit 2 days ago
Google Ml Kit Plugin ⭐ 301
A flutter plugin that implements google's standalone ml kit
total releases 21most recent commit 22 days ago
Bbox Visualizer ⭐ 299
Make drawing and labeling bounding boxes easy as cake
most recent commit 6 days ago
Sltk ⭐ 294
序列化标注工具，基于PyTorch实现BLSTM-CNN-CRF模型，CoNLL 2003 English NER测试集F1值为91.10%（word and char feature）。
most recent commit 4 years ago
Label Tool ⭐ 294
Web application for image labeling and segmentation
most recent commit 18 days ago
Zope.interface ⭐ 275
Interfaces for Python
dependent packages 742total releases 59most recent commit 15 days agopypi zope.interface} Downloads
Deep_srl ⭐ 275
Code and pre-trained model for: Deep Semantic Role Labeling: What Works and What's Next
most recent commit 4 years ago
Hover ⭐ 273
🚤 Label data at scale. Fun and precision included.
total releases 22most recent commit 13 days ago
Tagger ⭐ 269
Deep Semantic Role Labeling with Self-Attention
most recent commit 2 years ago
Sembert ⭐ 264
Semantics-aware BERT for Language Understanding (AAAI 2020)
most recent commit 18 hours ago
Hscrf Pytorch ⭐ 261
ACL 2018: Hybrid semi-Markov CRF for Neural Sequence Labeling (http://aclweb.org/anthology/P18-2038)
most recent commit 4 years ago
Powerai Counting Cars ⭐ 254
Run a Jupyter Notebook to detect, track, and count cars in a video using Maximo Visual Insights (formerly PowerAI Vision) and OpenCV
most recent commit 2 years ago
Information Extraction ⭐ 252
most recent commit 3 years ago
Labelcloud ⭐ 251
A lightweight tool for labeling 3D bounding boxes in point clouds.
total releases 18most recent commit 2 days ago
Label Studio Frontend ⭐ 243
Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
total releases 23most recent commit 4 hours ago
Bilstm Lan ⭐ 243
Hierarchically-Refined Label Attention Network for Sequence Labeling
most recent commit a year ago
Ggbiplot ⭐ 236
A biplot based on ggplot2
most recent commit 3 years ago
Cloud_annotation_tool ⭐ 235
L-CAS 3D Point Cloud Annotation Tool
most recent commit 3 months ago
Cloudy_vision ⭐ 235
Cloudy Vision is an open source tool to test the image labeling capabilities of different computer vision API vendors.
most recent commit 4 years ago
Wapiti ⭐ 232
A simple and fast discriminative sequence labeling toolkit ( http://wapiti.limsi.fr )
most recent commit 5 years ago
Bmw Labeltool Lite ⭐ 223
This repository provides you with an easy-to-use labeling tool for State-of-the-art Deep Learning training purposes. It supports Auto-Labeling.
most recent commit 3 months ago
In Silico Labeling ⭐ 218
Code for In silico labeling: Predicting fluorescent labels in unlabeled images
most recent commit 2 years ago
Taganomaly ⭐ 218
Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
most recent commit 2 years ago
Sohu_competition ⭐ 216
Sohu's 2018 content recognition competition 1st solution(搜狐内容识别大赛第一名解决方案)
most recent commit 4 years ago
Imagetagger ⭐ 209
An open source online platform for collaborative image labeling
most recent commit 5 months ago
Peoplesanspeople ⭐ 208
Unity's privacy-preserving human-centric synthetic data generator
most recent commit a month ago
A Pytorch Tutorial To Sequence Labeling ⭐ 202
Empower Sequence Labeling with Task-Aware Neural Language Model | a PyTorch Tutorial to Sequence Labeling
most recent commit 2 years ago
Yolo_label ⭐ 202
GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 https://github.com/AlexeyAB/darknet, https://github.com/pjreddie/darknet
most recent commit 6 months ago
Humpback Whale Identification Challenge 2019_2nd_palce_solution ⭐ 196
Kaggle Humpback Whale Identification Challenge 2019 2nd place code
most recent commit 3 years ago
Kili Python Sdk ⭐ 193
Simplest and fastest image and text annotation tool.
total releases 157most recent commit 11 hours ago
Metadialog ⭐ 192
Platform for few-shot natural language processing: Text Classification, Sequene Labeling.
most recent commit 5 months ago
Neural_sequence_labeling ⭐ 184
A TensorFlow implementation of Neural Sequence Labeling model, which is able to tackle sequence labeling tasks such as POS Tagging, Chunking, NER, Punctuation Restoration and etc.
most recent commit 4 years ago
Pytorch_ner_bilstm_cnn_crf ⭐ 180
End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF implement in pyotrch
most recent commit 3 years ago
Neural Dep Srl ⭐ 173
A Simple and Accurate Syntax-Agnostic Neural Model for Dependency-based Semantic Role Labeling
most recent commit a year ago
Lstm Crf Models ⭐ 171
LSTM-CRF models for sequence labeling in text.
most recent commit 5 years ago
Voice_activity_detection ⭐ 171
Voice Activity Detection based on Deep Learning & TensorFlow
most recent commit a year ago
Hastic Grafana App ⭐ 169
Hastic data management server for labeling patterns and anomalies in Grafana
most recent commit a year ago
Flyingsquid ⭐ 166
More interactive weak supervision with FlyingSquid
dependent packages 1total releases 1most recent commit 2 years agopypi flyingsquid} Downloads
Superannotate ⭐ 163
most recent commit 2 years ago
Aerial_wildlife_detection ⭐ 162
Tools for detecting wildlife in aerial images using active learning
most recent commit 22 days ago
Curfil ⭐ 162
CUDA Random Forest implementation for Image Labeling tasks
most recent commit 3 years ago
Deeplabel ⭐ 157
A cross-platform desktop image annotation tool for machine learning
most recent commit 4 months ago
Fewshot Egnn ⭐ 151
most recent commit 3 years ago
Da Rnn ⭐ 150
Semantic Mapping with Data Associated Recurrent Neural Networks
most recent commit 4 years ago
Cmu Thesis ⭐ 149
Code for Yun Wang's PhD Thesis: Polyphonic Sound Event Detection with Weak Labeling
most recent commit 3 months ago
Nn_ner_tensorflow ⭐ 145
Implementing , learning and re implementing "End-to-end Sequence Labeling via Bi-directional LSTM-CNNs-CRF" in Tensorflow
most recent commit 5 years ago
Nova ⭐ 141
NOVA is a tool for annotating and analyzing behaviours in social interactions. It supports Annotators using Machine Learning already during the coding process. Further it features both, discrete labels and continuous scores and a visuzalization of streams recorded with the SSI Framework.
most recent commit 5 days ago
Yacclab ⭐ 137
YACCLAB: Yet Another Connected Components Labeling Benchmark
most recent commit 4 months ago
Ultimatelabeling ⭐ 136
A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
total releases 2most recent commit 2 years ago
De Cnn ⭐ 131
Code for ACL 2018 paper "Double Embeddings and CNN-based Sequence Labeling for Aspect Extraction"
most recent commit 3 years ago
Clinical Ner ⭐ 131
面向中文电子病历的命名实体识别
most recent commit 2 years ago
Vehiclex ⭐ 129
VehicleX: Simulating Content Consistent Vehicle Datasets with Attribute Descent (ECCV 2020)
most recent commit 4 months ago
Craft_keras ⭐ 118
Keras implementation of Character Region Awareness for Text Detection (CRAFT)
most recent commit 3 years ago
Label Studio Ml Backend ⭐ 115
Configs and boilerplates for Label Studio's Machine Learning backend
total releases 11most recent commit 8 days ago
Trainset ⭐ 109
A lightweight web application for brushing labels onto time series data; useful for building training sets.
most recent commit 5 months ago
Babble ⭐ 108
A system for generating training labels via natural language explanations
most recent commit 3 years ago
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