awesome-data-labeling
Data annotation platform
A curated list of tools and platforms for annotating data, including images, videos, audio, and text.
A curated list of awesome data labeling tools
4k stars
104 watching
437 forks
last commit: 9 months ago 3d-annotationannotationannotation-toolaudio-annotationaudio-annotation-toolawesomeawesome-listbounding-boxdata-labelingdeep-learningimage-annotationimage-labelingimage-labeling-toollabel-imageslabel-videoslabelinglabeling-toollidarsemantic-segmentationvideo-annotation
awesome-data-labeling | |||
| labelImg | 22,958 | 9 months ago | LabelImg is a graphical image annotation tool and label object bounding boxes in images |
| CVAT | 12,821 | 3 months ago | Powerful and efficient Computer Vision Annotion Tool |
| labelme | 13,728 | 4 months ago | Image Polygonal Annotation with Python |
| VoTT | 4,331 | over 3 years ago | An open source annotation and labeling tool for image and video assets |
| imglab | 989 | about 1 year ago | A web based tool to label images for objects that can be used to train dlib or other object detectors |
| Yolo_mark | 1,810 | over 4 years ago | GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2 |
| PixelAnnotationTool | 1,410 | over 2 years ago | Software that allows you to manually and quickly annotate images in directories |
| OpenLabeling | 932 | over 2 years ago | Label images and video for Computer Vision applications |
| imagetagger | 267 | 6 months ago | An open source online platform for collaborative image labeling |
| Alturos.ImageAnnotation | 65 | about 4 years ago | A collaborative tool for labeling image data |
| deeplabel | 209 | almost 3 years ago | A cross-platform image annotation tool for machine learning |
| MedTagger | 119 | over 2 years ago | 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 | 56 | over 5 years ago | A modern React app for scalable bounding box annotation of images |
| Pixie | 71 | about 6 years ago | Pixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling |
| OpenLabeler | 114 | 12 months ago | OpenLabeler is an open source desktop application for annotating objects for AI appplications |
| Anno-Mage | 579 | almost 2 years ago | 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 | 188 | 3 months ago | Collaborative Annotation Toolkit for Massive Amounts of Image Data |
| make-sense | 3,195 | 7 months ago | makesense.ai is a free to use online tool for labelling photos |
| LOST | 553 | 5 months ago | Design your own smart Image Annotation process in a web-based environment |
| Annotorious | 691 | 3 months ago | A JavaScript library for image annotation |
| Sloth | 612 | about 5 years ago | Tool for labeling image and video data for computer vision research |
| YEDDA | 1,036 | about 2 years ago | A Lightweight Collaborative Text Span Annotation Tool (Chunking, NER, etc.). ACL best demo nomination |
| ML-Annotate | 105 | over 4 years ago | Label text data for machine learning purposes. ML-Annotate supports binary, multi-label and multi-class labeling |
| TagEditor | 187 | over 2 years ago | Annotation tool for spaCy |
| SMART | 224 | 3 months ago | Smarter Manual Annotation for Resource-constrained collection of Training data |
| PIAF | 87 | almost 4 years ago | A Question-Answering annotation tool |
| EchoML | 116 | almost 5 years ago | Play, visualize, and annotate your audio files |
| audio-annotator | 444 | about 5 years ago | A JavaScript interface for annotating and labeling audio files |
| audio-labeler | 52 | over 7 years ago | An in-browser app for labeling audio clips at random, using Docker and Flask |
| wavesurfer.js | 8,890 | 3 months ago | Simple annotations tool, check the example |
| peak.js | 3,230 | 3 months ago | Browser-based audio waveform visualisation and UI component for interacting with audio waveforms, developed by BBC UK |
| Praat | 1,539 | 3 months ago | Doing Phonetics By Computer |
| Aubio | Tool designed for the extraction of annotations from audio signals | ||
| UltimateLabeling | 316 | 7 months ago | A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker |
| VATIC | 609 | over 4 years ago | VATIC is an online video annotation tool for computer vision research that crowdsources work to Amazon's Mechanical Turk |
| Curve | 531 | about 4 years ago | Curve is an open-source tool to help label anomalies on time-series data |
| TagAnomaly | 324 | about 1 year ago | Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category) |
| time-series-annotator | 59 | over 6 years ago | The CrowdCurio Time Series Annotation Library implements classification tasks for time series |
| WDK | 145 | about 5 years ago | The Wearables Development Toolkit (WDK) is a set of tools to facilitate the development of activity recognition applications with wearable devices |
| webKnossos | 131 | 3 months ago | 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 | 74 | 4 months ago | 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 | 1,827 | 6 months ago | Web labelling tool for camera and LIDAR data |
| Label Studio | 19,798 | 3 months ago | 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 | ||