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A curated list of awesome data labeling tools
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README.md

awesome-data-labeling

A curated list of awesome data labeling tools

Images

  • cvcat - Powerful and efficient Computer Vision Annotion Tool
  • labelme - Image Polygonal Annotation with Python
  • VoTT - An open source annotation and labeling tool for image and video assets
  • imglab - A web based tool to label images for objects that can be used to train dlib or other object detectors
  • Yolo_mark - GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
  • PixelAnnotationTool - Software that allows you to manually and quickly annotate images in directories
  • OpenLabeling - Label images and video for Computer Vision applications
  • imagetagger - An open source online platform for collaborative image labeling
  • Alturos.ImageAnnotation - A collaborative tool for labeling image data
  • deeplabel - A cross-platform image annotation tool for machine learning
  • MedTagger - A collaborative framework for annotating medical datasets using crowdsourcing.
  • Labelbox - Labelbox is the fastest way to annotate data to build and ship computer vision applications
  • turktool - A modern React app for scalable bounding box annotation of images
  • Pixie - Pixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling
  • OpenLabeler - OpenLabeler is an open source desktop application for annotating objects for AI appplications
  • Anno-Mage - A Semi Automatic Image Annotation Tool which helps you in annotating images by suggesting you annotations for 80 object classes using a pre-trained model
  • CATMAID - Collaborative Annotation Toolkit for Massive Amounts of Image Data

Text

  • ML-Annotate - Label text data for machine learning purposes. ML-Annotate supports binary, multi-label and multi-class labeling.
  • TagEditor - Annotation tool for spaCy

Audio

  • EchoML - Play, visualize, and annotate your audio files

Video

  • UltimateLabeling - A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
  • VATIC - VATIC is an online video annotation tool for computer vision research that crowdsources work to Amazon's Mechanical Turk.

Time Series

  • Curve - Curve is an open-source tool to help label anomalies on time-series data
  • TagAnomaly - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)

3D

  • KNOSSOS - KNOSSOS 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.

Lidar

MultiDomain