awesome-dataset-tools

Data annotation toolkit

A curated list of tools and libraries for annotating and preparing datasets for machine learning projects.

🔧 A curated list of awesome dataset tools

GitHub

859 stars
32 watching
125 forks
last commit: over 3 years ago
Linked from 2 awesome lists

annotation-toolannotationsawsomeawsome-listdatasetsmachine-learning

Awesome Dataset Tools / Labeling Tools / Images

LabeFlow252over 3 years agoOpen image annotation tool for machine learning projects
CVAT12,821almost 2 years agoOnline, interactive video and image annotation tool for computer vision
COCO Annotator2,125almost 2 years agoWeb-based image segmentation tool for object detection, localization and keypoints
VoTT4,331almost 5 years agoVisual Object Tagging Tool: An electron app for building end to end object detection models from images and videos
Scalabel601almost 3 years agoVersatile and scalable tool that supports various kinds of annotations
EVA121about 3 years agoEVA is a web-based tool for efficient annotation of videos and image sequences and has an additional tracking capabilities
LOST553almost 2 years agoDesign your own smart Image Annotation process in a web-based environment
Boobs274almost 3 years agoFast and efficient BBox annotation for your images in YOLO, VOC/COCO formats
MuViLab161over 7 years agoTool to help you labelling videos for computer vision
Turkey66over 2 years agoWeb UI on Amazon Mechanical Turk to crowd-source image segmentation
React Image Annotation329over 3 years agoAn infinitely customizable image tool built on React
Point Cloud Annotation Tool489over 7 years agoAnnotate 3D boxes in point cloud
ImageTagger267about 2 years agoOpen source online platform for collaborative image labeling
DeepLabel209over 4 years agoA cross-platform image annotation tool for machine learning
Visual Object Tagging Tool4,331almost 5 years agoAn electron app for building end to end Object Detection Models
VGG Image AnnotatorStandalone image annotator application packaged as a single HTML file
SMART224almost 2 years agoEfficiently build labeled training datasets for supervised machine learning tasks
Pixel Annotation Tool1,410almost 4 years agoUses the algorithm watershed marked of OpenCV to annotate images in directories
Pixie71over 7 years agoGUI annotation tool which provides the bounding box, polygon, and semantic segmentation
Turktool56almost 7 years agoModern React app for scalable bounding box annotation of images
LabelD134over 7 years agoSimple image annotation tool to streamlining the overall process
Comma Coloring101almost 8 years agoAdult coloring book for image segmentation
LabelImg22,958over 2 years agoGraphical image annotation tool and label object bounding boxes in images
LCs Finder176over 3 years agoImage annotation and object detection tool written in C
js-segment-annotator526over 7 years agoJavascript image annotation tool based on image segmentation
CytomineAnalysis of multi-gigapixel images
labelme13,728almost 2 years agoImage Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation)
SimpleAnnotate3over 9 years agoOpen source video and image annotation software for, currently only for OSX
Sloth612over 6 years agoLabeling image and video data for computer vision research
Fast Annotation Tool954over 7 years agoOnline platform for collaborative image annotation
Anno-Mage579over 3 years agoHelps you in annotating images by suggesting you annotations for 80 object classes
MedTagger119almost 4 years agoCollaborative framework for annotating medical datasets using crowdsourcing
OpenLabeling932about 4 years agoLabeling in multiple annotation formats
Alturos.ImageAnnotation65over 5 years agoCollaborative tool for labeling image data for yolo
Yolo_mark1,810almost 6 years agoGUI for marking bounded boxes of objects in images
imglab989over 2 years agopeedup and simplify image labeling/ annotation process with multiple supported formats
OpenLabeler114over 2 years agoOpen source desktop application for annotating objects
UltimateLabeling316about 2 years agoA multi-purpose Video Labeling GUI with integrated SOTA detector and tracker
DataGym.ai47about 3 years agoOpen source annotation and labeling tool for image and video assets
DataTorchPlatform for creating and shareing datasets
LabelboxPlatform for data labeling, data management, and data science. Its features include image annotation, bounding boxes, text classification, and more
Supervise.lyImage annotation and data management tool that you can use create image and video datasets
ProdigyVarious machine learning models such as image classification, entity recognition and intent detection
RectLabel515almost 2 years agoLabel images for bounding box object detection and segmentation
Lionbridge AIQuickly annotate thousands of images and videos with relevant tags
TrainingData.ioMedical image annotation tool for data labeling. Spports DICOM image format for radiology AI
Spare5Crowdsourcing service for tasks such as data and image annotation, language assessment, and more
HiveText and image annotation service that helps you create training datasets
Figure EightSupports audio , computer vision, natural language processing, and other data tasks
DataturksImage segmentation, named entity recognition (NER) tagging in documents, and POS tagging
UBIAIEasy-to-use text annotation tool for teams with most comprehensive auto-annotation features. Supports NER, relations and document classification as well as OCR annotation for invoice labeling
PlaymentServices offered include bounding boxes, points and lines, polygons, semantic segmentation, and more
Cogito TechImage annotation, content moderation, sentiment analysis, chatbot training
OCLAVIAnnotate Bounding Box, Polygon, Circle, Point and Cuboidal annotations with precision
Humans in the LoopUse cases include face recognition, autonomous vehicles, and figure detection
WorkAroundHost and annotate data, manage projects, and build datasets alongside top companies
TaQadamOn-demand annotation with agents-in-the-loop
ZillinImage annotation service for classification, object detection and segmentation with API access and georeferenced images support
IBM Cloud AnnotationsSimple and collaborative image annotation tool for teams and individuals inside ibm cloud environment
TrainingSet.AIPlatform to solve the data labelling step in the AI Development for images, video and point cloud data (automatic labeling, ground truth, annotation tools, web dataset creation, s3, teams and statistics tools)
MedSegFree online medical annotation (segmentation) with AI models
MVTec Deep Learning ToolProvides labeling functionalities for 's deep-learning-based object detection and classification
Amazon SageMaker Ground Truthannotate data using MTurk, vendor workforces, or your own private workteams. Use Ground Truth's built-in UIs (video, point cloud, image, text, document processing) or bring your own custom UI

Awesome Dataset Tools / Labeling Tools / Audio

Audio Annotator444over 6 years agoJavaScript interface for annotating and labeling audio files
Dynitag16about 4 years agoWeb-based collaborative audio annotator tool
EchoML116over 6 years agoplay, visualize, and annotate your audio files for machine learning
Figure EightSupports audio , computer vision, natural language processing, and other data tasks

Awesome Dataset Tools / Labeling Tools / Time Series

Curve531over 5 years agoAn integrated experimental platform for time series data anomaly detection
TagAnomaly324over 2 years agoAnomaly detection analysis and labeling tool, specifically for multiple time series
time-series-annotator59almost 8 years agoImplements classification tasks for time series
WDK145over 6 years agoTools to facilitate the development of activity recognition applications with wearable devices

Awesome Dataset Tools / Labeling Tools / Text

brat1,831about 2 years agoFor all your textual annotation needs
doccano9,645almost 2 years agoOpen source text annotation tool for machine learning practitioner
Inception602almost 2 years agoA semantic annotation platform offering intelligent annotation assistance
NeuroNER1,701over 3 years agoNamed-entity recognition using neural networks
YEDDA1,036over 3 years agoFor annotating chunk/entity/event on text, symbol and even emoji
TALEN112over 4 years agoWeb-based tool for annotating word sequences
WebAnno246over 3 years agoWeb-based annotation tool for a wide range of linguistic annotations
MAE60over 3 years agoLightweight, general-purpose natural language annotation tool
Anafora241almost 4 years agoWeb-based raw text annotation tool
TagEditor187almost 4 years agoLabel dependencies, parts of speech, Named entities, and text categories
ML-Annotate105about 6 years agoSupports binary, multi-label and multi-class labeling of text
HiveText and image annotation service that helps you create training datasets
Figure EightSupports audio , computer vision, natural language processing, and other data tasks
LightTagText Annotation Tool for Teams

Awesome Dataset Tools / Libraries / Audio

Muda233over 5 years agoPython library for augmenting annotated audio data

Awesome Dataset Tools / Libraries / Text

DataProfiler1,442almost 2 years agoA Python library to facilitate data analysis, monitoring, and data identification

Backlinks from these awesome lists:

More related projects: