A curated list of awesome dataset tools
- CVAT - Online, interactive video and image annotation tool for computer vision
- COCO Annotator - Web-based image segmentation tool for object detection, localization and keypoints
- Scalabel - Versatile and scalable tool that supports various kinds of annotations
- EVA - EVA is a web-based tool for efficient annotation of videos and image sequences and has an additional tracking capabilities
- LOST - Design your own smart Image Annotation process in a web-based environment
- Boobs - Fast and efficient BBox annotation for your images in YOLO, VOC/COCO formats
- MuViLab - Tool to help you labelling videos for computer vision
- Turkey - Web UI on Amazon Mechanical Turk to crowd-source image segmentation
- React Image Annotation - An infinitely customizable image tool built on React
- Point Cloud Annotation Tool - Annotate 3D boxes in point cloud
- ImageTagger - Open source online platform for collaborative image labeling
- DeepLabel - A cross-platform image annotation tool for machine learning
- Visual Object Tagging Tool - 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 - Efficiently build labeled training datasets for supervised machine learning tasks
- Pixel Annotation Tool - Uses the algorithm watershed marked of OpenCV to annotate images in directories
- Pixie - GUI annotation tool which provides the bounding box, polygon, and semantic segmentation
- Turktool - Modern React app for scalable bounding box annotation of images
- LabelD - Simple image annotation tool to streamlining the overall process
- Comma Coloring - Adult coloring book for image segmentation
- LabelImg - Graphical image annotation tool and label object bounding boxes in images
- LCs Finder - Image annotation and object detection tool written in C
- js-segment-annotator - Javascript image annotation tool based on image segmentation
- Cytomine - Analysis of multi-gigapixel images
- labelme - Image Polygonal Annotation with Python (polygon, rectangle, circle, line, point and image-level flag annotation)
- SimpleAnnotate - Open source video and image annotation software for, currently only for OSX
- Sloth - Labeling image and video data for computer vision research
- Fast Annotation Tool - Online platform for collaborative image annotation
- Anno-Mage - Helps you in annotating images by suggesting you annotations for 80 object classes
- MedTagger - Collaborative framework for annotating medical datasets using crowdsourcing
- OpenLabeling - Labeling in multiple annotation formats
- Alturos.ImageAnnotation - Collaborative tool for labeling image data for yolo
- Yolo_mark - GUI for marking bounded boxes of objects in images
- imglab - peedup and simplify image labeling/ annotation process with multiple supported formats
- OpenLabeler - Open source desktop application for annotating objects
- UltimateLabeling - A multi-purpose Video Labeling GUI with integrated SOTA detector and tracker
- 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 - 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
- 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.
- Audio Annotator - JavaScript interface for annotating and labeling audio files
- Dynitag - Web-based collaborative audio annotator tool
- EchoML - play, visualize, and annotate your audio files for machine learning
- Figure Eight - Supports audio , computer vision, natural language processing, and other data tasks
- Curve - An integrated experimental platform for time series data anomaly detection
- TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series
- time-series-annotator - Implements classification tasks for time series.
- WDK - Tools to facilitate the development of activity recognition applications with wearable devices
- brat - For all your textual annotation needs
- doccano - Open source text annotation tool for machine learning practitioner.
- Inception - A semantic annotation platform offering intelligent annotation assistance
- NeuroNER - Named-entity recognition using neural networks
- YEDDA - For annotating chunk/entity/event on text, symbol and even emoji
- TALEN - Web-based tool for annotating word sequences
- WebAnno - Web-based annotation tool for a wide range of linguistic annotations
- MAE - Lightweight, general-purpose natural language annotation tool
- Anafora - Web-based raw text annotation tool
- TagEditor - Label dependencies, parts of speech, Named entities, and text categories
- ML-Annotate - 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.
- Muda - Python library for augmenting annotated audio data