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

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Awesome Dataset Tools / Labeling Tools / Images
LabeFlow 252 almost 2 years ago Open image annotation tool for machine learning projects
CVAT 12,821 about 1 month ago Online, interactive video and image annotation tool for computer vision
COCO Annotator 2,125 4 months ago Web-based image segmentation tool for object detection, localization and keypoints
VoTT 4,331 about 3 years ago Visual Object Tagging Tool: An electron app for building end to end object detection models from images and videos
Scalabel 601 about 1 year ago Versatile and scalable tool that supports various kinds of annotations
EVA 121 over 1 year ago EVA is a web-based tool for efficient annotation of videos and image sequences and has an additional tracking capabilities
LOST 553 3 months ago Design your own smart Image Annotation process in a web-based environment
Boobs 274 over 1 year ago Fast and efficient BBox annotation for your images in YOLO, VOC/COCO formats
MuViLab 161 about 6 years ago Tool to help you labelling videos for computer vision
Turkey 66 11 months ago Web UI on Amazon Mechanical Turk to crowd-source image segmentation
React Image Annotation 329 almost 2 years ago An infinitely customizable image tool built on React
Point Cloud Annotation Tool 489 over 5 years ago Annotate 3D boxes in point cloud
ImageTagger 267 4 months ago Open source online platform for collaborative image labeling
DeepLabel 209 almost 3 years ago A cross-platform image annotation tool for machine learning
Visual Object Tagging Tool 4,331 about 3 years ago An electron app for building end to end Object Detection Models
VGG Image Annotator Standalone image annotator application packaged as a single HTML file
SMART 224 about 2 months ago Efficiently build labeled training datasets for supervised machine learning tasks
Pixel Annotation Tool 1,410 about 2 years ago Uses the algorithm watershed marked of OpenCV to annotate images in directories
Pixie 71 about 6 years ago GUI annotation tool which provides the bounding box, polygon, and semantic segmentation
Turktool 56 about 5 years ago Modern React app for scalable bounding box annotation of images
LabelD 134 over 5 years ago Simple image annotation tool to streamlining the overall process
Comma Coloring 101 about 6 years ago Adult coloring book for image segmentation
LabelImg 22,958 8 months ago Graphical image annotation tool and label object bounding boxes in images
LCs Finder 176 almost 2 years ago Image annotation and object detection tool written in C
js-segment-annotator 526 almost 6 years ago Javascript image annotation tool based on image segmentation
Cytomine Analysis of multi-gigapixel images
labelme 13,728 2 months ago Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation)
SimpleAnnotate 3 about 8 years ago Open source video and image annotation software for, currently only for OSX
Sloth 612 about 5 years ago Labeling image and video data for computer vision research
Fast Annotation Tool 954 about 6 years ago Online platform for collaborative image annotation
Anno-Mage 579 almost 2 years ago Helps you in annotating images by suggesting you annotations for 80 object classes
MedTagger 119 about 2 years ago Collaborative framework for annotating medical datasets using crowdsourcing
OpenLabeling 932 over 2 years ago Labeling in multiple annotation formats
Alturos.ImageAnnotation 65 about 4 years ago Collaborative tool for labeling image data for yolo
Yolo_mark 1,810 about 4 years ago GUI for marking bounded boxes of objects in images
imglab 989 about 1 year ago peedup and simplify image labeling/ annotation process with multiple supported formats
OpenLabeler 114 11 months ago Open source desktop application for annotating objects
UltimateLabeling 316 5 months ago A multi-purpose Video Labeling GUI with integrated SOTA detector and tracker
DataGym.ai 47 over 1 year ago Open source annotation and labeling tool for image and video assets
DataTorch Platform for creating and shareing datasets
Labelbox Platform for data labeling, data management, and data science. Its features include image annotation, bounding boxes, text classification, and more
Supervise.ly Image annotation and data management tool that you can use create image and video datasets
Prodigy Various machine learning models such as image classification, entity recognition and intent detection
RectLabel 515 2 months ago Label images for bounding box object detection and segmentation
Lionbridge AI Quickly annotate thousands of images and videos with relevant tags
TrainingData.io Medical image annotation tool for data labeling. Spports DICOM image format for radiology AI
Spare5 Crowdsourcing service for tasks such as data and image annotation, language assessment, and more
Hive Text and image annotation service that helps you create training datasets
Figure Eight Supports audio , computer vision, natural language processing, and other data tasks
Dataturks Image segmentation, named entity recognition (NER) tagging in documents, and POS tagging
UBIAI Easy-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
Playment Services offered include bounding boxes, points and lines, polygons, semantic segmentation, and more
Cogito Tech Image annotation, content moderation, sentiment analysis, chatbot training
OCLAVI Annotate Bounding Box, Polygon, Circle, Point and Cuboidal annotations with precision
Humans in the Loop Use cases include face recognition, autonomous vehicles, and figure detection
WorkAround Host and annotate data, manage projects, and build datasets alongside top companies
TaQadam On-demand annotation with agents-in-the-loop
Zillin Image annotation service for classification, object detection and segmentation with API access and georeferenced images support
IBM Cloud Annotations Simple and collaborative image annotation tool for teams and individuals inside ibm cloud environment
TrainingSet.AI Platform 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)
MedSeg Free online medical annotation (segmentation) with AI models
MVTec Deep Learning Tool Provides labeling functionalities for 's deep-learning-based object detection and classification
Amazon SageMaker Ground Truth annotate 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 Annotator 444 almost 5 years ago JavaScript interface for annotating and labeling audio files
Dynitag 16 over 2 years ago Web-based collaborative audio annotator tool
EchoML 116 almost 5 years ago play, visualize, and annotate your audio files for machine learning
Figure Eight Supports audio , computer vision, natural language processing, and other data tasks

Awesome Dataset Tools / Labeling Tools / Time Series
Curve 531 about 4 years ago An integrated experimental platform for time series data anomaly detection
TagAnomaly 324 12 months ago Anomaly detection analysis and labeling tool, specifically for multiple time series
time-series-annotator 59 about 6 years ago Implements classification tasks for time series
WDK 145 almost 5 years ago Tools to facilitate the development of activity recognition applications with wearable devices

Awesome Dataset Tools / Labeling Tools / Text
brat 1,831 7 months ago For all your textual annotation needs
doccano 9,645 2 months ago Open source text annotation tool for machine learning practitioner
Inception 602 about 2 months ago A semantic annotation platform offering intelligent annotation assistance
NeuroNER 1,701 almost 2 years ago Named-entity recognition using neural networks
YEDDA 1,036 almost 2 years ago For annotating chunk/entity/event on text, symbol and even emoji
TALEN 112 over 2 years ago Web-based tool for annotating word sequences
WebAnno 246 almost 2 years ago Web-based annotation tool for a wide range of linguistic annotations
MAE 60 over 1 year ago Lightweight, general-purpose natural language annotation tool
Anafora 241 over 2 years ago Web-based raw text annotation tool
TagEditor 187 over 2 years ago Label dependencies, parts of speech, Named entities, and text categories
ML-Annotate 105 over 4 years ago Supports binary, multi-label and multi-class labeling of text
Hive Text and image annotation service that helps you create training datasets
Figure Eight Supports audio , computer vision, natural language processing, and other data tasks
LightTag Text Annotation Tool for Teams

Awesome Dataset Tools / Libraries / Audio
Muda 233 over 3 years ago Python library for augmenting annotated audio data

Awesome Dataset Tools / Libraries / Text
DataProfiler 1,442 3 months ago A Python library to facilitate data analysis, monitoring, and data identification

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