awesome-data-labeling

Data annotation platform

A curated list of tools and platforms for annotating data, including images, videos, audio, and text.

A curated list of awesome data labeling tools

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awesome-data-labeling

labelImg22,958over 2 years agoLabelImg is a graphical image annotation tool and label object bounding boxes in images
CVAT12,821almost 2 years agoPowerful and efficient Computer Vision Annotion Tool
labelme13,728almost 2 years agoImage Polygonal Annotation with Python
VoTT4,331almost 5 years agoAn open source annotation and labeling tool for image and video assets
imglab989over 2 years agoA web based tool to label images for objects that can be used to train dlib or other object detectors
Yolo_mark1,810almost 6 years agoGUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
PixelAnnotationTool1,410almost 4 years agoSoftware that allows you to manually and quickly annotate images in directories
OpenLabeling932about 4 years agoLabel images and video for Computer Vision applications
imagetagger267almost 2 years agoAn open source online platform for collaborative image labeling
Alturos.ImageAnnotation65over 5 years agoA collaborative tool for labeling image data
deeplabel209over 4 years agoA cross-platform image annotation tool for machine learning
MedTagger119almost 4 years agoA collaborative framework for annotating medical datasets using crowdsourcing
LabelboxLabelbox is the fastest way to annotate data to build and ship computer vision applications
turktool56almost 7 years agoA modern React app for scalable bounding box annotation of images
Pixie71over 7 years agoPixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling
OpenLabeler114over 2 years agoOpenLabeler is an open source desktop application for annotating objects for AI appplications
Anno-Mage579over 3 years agoA Semi Automatic Image Annotation Tool which helps you in annotating images by suggesting you annotations for 80 object classes using a pre-trained model
CATMAID188almost 2 years agoCollaborative Annotation Toolkit for Massive Amounts of Image Data
make-sense3,195about 2 years agomakesense.ai is a free to use online tool for labelling photos
LOST553almost 2 years agoDesign your own smart Image Annotation process in a web-based environment
Annotorious691almost 2 years agoA JavaScript library for image annotation
Sloth612over 6 years agoTool for labeling image and video data for computer vision research
YEDDA1,036over 3 years agoA Lightweight Collaborative Text Span Annotation Tool (Chunking, NER, etc.). ACL best demo nomination
ML-Annotate105about 6 years agoLabel text data for machine learning purposes. ML-Annotate supports binary, multi-label and multi-class labeling
TagEditor187almost 4 years agoAnnotation tool for spaCy
SMART224almost 2 years agoSmarter Manual Annotation for Resource-constrained collection of Training data
PIAF87over 5 years agoA Question-Answering annotation tool
EchoML116over 6 years agoPlay, visualize, and annotate your audio files
audio-annotator444over 6 years agoA JavaScript interface for annotating and labeling audio files
audio-labeler52about 9 years agoAn in-browser app for labeling audio clips at random, using Docker and Flask
wavesurfer.js8,890almost 2 years agoSimple annotations tool, check the example
peak.js3,230almost 2 years agoBrowser-based audio waveform visualisation and UI component for interacting with audio waveforms, developed by BBC UK
Praat1,539almost 2 years agoDoing Phonetics By Computer
AubioTool designed for the extraction of annotations from audio signals
UltimateLabeling316about 2 years agoA multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
VATIC609about 6 years agoVATIC is an online video annotation tool for computer vision research that crowdsources work to Amazon's Mechanical Turk
Curve531over 5 years agoCurve is an open-source tool to help label anomalies on time-series data
TagAnomaly324over 2 years agoAnomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
time-series-annotator59almost 8 years agoThe CrowdCurio Time Series Annotation Library implements classification tasks for time series
WDK145over 6 years agoThe Wearables Development Toolkit (WDK) is a set of tools to facilitate the development of activity recognition applications with wearable devices
webKnossos131almost 2 years agowebKnossos is an open-source web-based tool for visualizing, annotating, and sharing large 3D image datasets. It features fast 3D data browsing, skeleton (line-segment) annotations, segmentation and proof-reading tools, mesh visualization, and collaboration features. The public instance hosts a collection of published datasets and can be used without a local setup
KNOSSOS74almost 2 years agoKNOSSOS is a software tool for the visualization and annotation of 3D image data and was developed for the rapid reconstruction of neural morphology and connectivity
semantic-segmentation-editor1,827almost 2 years agoWeb labelling tool for camera and LIDAR data
Label Studio19,798almost 2 years agoLabel Studio is a configurable data annotation tool that works with different data types
DataturksDataturks support E2E tagging of data items like video, images (classification, segmentation and labelling) and text (full length document annotations for PDF, Doc, Text etc) for ML projects