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
856 stars
32 watching
124 forks
last commit: over 1 year ago
Linked from 2 awesome lists

annotation-toolannotationsawsomeawsome-listdatasetsmachine-learning

Awesome Dataset Tools / Labeling Tools / Images
LabeFlow 252 almost 2 years ago Open image annotation tool for machine learning projects
CVAT 12,622 4 days ago Online, interactive video and image annotation tool for computer vision
COCO Annotator 2,118 about 1 month ago Web-based image segmentation tool for object detection, localization and keypoints
VoTT 4,307 almost 3 years ago Visual Object Tagging Tool: An electron app for building end to end object detection models from images and videos
Scalabel 595 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 about 1 month ago Design your own smart Image Annotation process in a web-based environment
Boobs 274 about 1 year ago Fast and efficient BBox annotation for your images in YOLO, VOC/COCO formats
MuViLab 161 almost 6 years ago Tool to help you labelling videos for computer vision
Turkey 66 8 months ago Web UI on Amazon Mechanical Turk to crowd-source image segmentation
React Image Annotation 329 over 1 year ago An infinitely customizable image tool built on React
Point Cloud Annotation Tool 485 over 5 years ago Annotate 3D boxes in point cloud
ImageTagger 267 2 months ago Open source online platform for collaborative image labeling
DeepLabel 209 over 2 years ago A cross-platform image annotation tool for machine learning
Visual Object Tagging Tool 4,307 almost 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 220 7 days ago Efficiently build labeled training datasets for supervised machine learning tasks
Pixel Annotation Tool 1,406 almost 2 years ago Uses the algorithm watershed marked of OpenCV to annotate images in directories
Pixie 71 almost 6 years ago GUI annotation tool which provides the bounding box, polygon, and semantic segmentation
Turktool 56 almost 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 22,801 6 months ago Graphical image annotation tool and label object bounding boxes in images
LCs Finder 176 over 1 year ago Image annotation and object detection tool written in C
js-segment-annotator 525 over 5 years ago Javascript image annotation tool based on image segmentation
Cytomine Analysis of multi-gigapixel images
labelme 13,551 2 months ago Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation)
SimpleAnnotate 3 almost 8 years ago Open source video and image annotation software for, currently only for OSX
Sloth 611 almost 5 years ago Labeling image and video data for computer vision research
Fast Annotation Tool 953 almost 6 years ago Online platform for collaborative image annotation
Anno-Mage 577 over 1 year ago Helps you in annotating images by suggesting you annotations for 80 object classes
MedTagger 119 almost 2 years ago Collaborative framework for annotating medical datasets using crowdsourcing
OpenLabeling 931 over 2 years ago Labeling in multiple annotation formats
Alturos.ImageAnnotation 62 almost 4 years ago Collaborative tool for labeling image data for yolo
Yolo_mark 1,809 almost 4 years ago GUI for marking bounded boxes of objects in images
imglab 986 11 months ago peedup and simplify image labeling/ annotation process with multiple supported formats
OpenLabeler 115 8 months ago Open source desktop application for annotating objects
UltimateLabeling 315 3 months ago A multi-purpose Video Labeling GUI with integrated SOTA detector and tracker
DataGym.ai 46 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 513 5 days 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 438 over 4 years ago JavaScript interface for annotating and labeling audio files
Dynitag 16 about 2 years ago Web-based collaborative audio annotator tool
EchoML 116 over 4 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 almost 4 years ago An integrated experimental platform for time series data anomaly detection
TagAnomaly 323 10 months ago Anomaly detection analysis and labeling tool, specifically for multiple time series
time-series-annotator 59 almost 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 1,824 5 months ago For all your textual annotation needs
doccano 9,572 23 days ago Open source text annotation tool for machine learning practitioner
Inception 599 4 days ago A semantic annotation platform offering intelligent annotation assistance
NeuroNER 1,698 over 1 year ago Named-entity recognition using neural networks
YEDDA 1,030 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 245 over 1 year 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 about 2 years ago Web-based raw text annotation tool
TagEditor 186 about 2 years ago Label dependencies, parts of speech, Named entities, and text categories
ML-Annotate 104 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 1,434 8 days ago A Python library to facilitate data analysis, monitoring, and data identification

Backlinks from these awesome lists:

More related projects: