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awesome-data-labeling

by HumanSignal

awesome listpushed over 2 years ago

A curated list of awesome data labeling tools

AI summary

Data annotation platform

A curated list of tools and platforms for annotating data, including images, videos, audio, and text.

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What's in the list

45 links in 1 sections, with live GitHub stats.activeno commit in 2y

  • labelImg

    LabelImg is a graphical image annotation tool and label object bounding boxes in images

  • CVAT

    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

  • make-sense

    makesense.ai is a free to use online tool for labelling photos

  • LOST

    Design your own smart Image Annotation process in a web-based environment

  • Annotorious

    A JavaScript library for image annotation

  • Sloth

    Tool for labeling image and video data for computer vision research

  • YEDDA

    A Lightweight Collaborative Text Span Annotation Tool (Chunking, NER, etc.). ACL best demo nomination

  • ML-Annotate

    Label text data for machine learning purposes. ML-Annotate supports binary, multi-label and multi-class labeling

  • TagEditor

    Annotation tool for spaCy

  • SMART

    Smarter Manual Annotation for Resource-constrained collection of Training data

  • PIAF

    A Question-Answering annotation tool

  • EchoML

    Play, visualize, and annotate your audio files

  • audio-annotator

    A JavaScript interface for annotating and labeling audio files

  • audio-labeler

    An in-browser app for labeling audio clips at random, using Docker and Flask

  • wavesurfer.js

    Simple annotations tool, check the example

  • peak.js

    Browser-based audio waveform visualisation and UI component for interacting with audio waveforms, developed by BBC UK

  • Praat

    Doing Phonetics By Computer

  • Aubio

    Tool designed for the extraction of annotations from audio signals

  • 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

  • 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)

  • time-series-annotator

    The CrowdCurio Time Series Annotation Library implements classification tasks for time series

  • WDK

    The Wearables Development Toolkit (WDK) is a set of tools to facilitate the development of activity recognition applications with wearable devices

  • webKnossos

    webKnossos is an open-source web-based tool for visualizing, annotating, and sharing large 3D image datasets. It features fast 3D data browsing, skeleton (line-segment) annotations, segmentation and proof-reading tools, mesh visualization, and collaboration features. The public instance hosts a collection of published datasets and can be used without a local setup

  • 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

  • semantic-segmentation-editor

    Web labelling tool for camera and LIDAR data

  • Label Studio

    Label Studio is a configurable data annotation tool that works with different data types

  • Dataturks

    Dataturks support E2E tagging of data items like video, images (classification, segmentation and labelling) and text (full length document annotations for PDF, Doc, Text etc) for ML projects

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