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58 lines
4.4 KiB
Markdown
58 lines
4.4 KiB
Markdown
# awesome-data-labeling
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A curated list of awesome data labeling tools
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#### Images
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* [labelImg](https://github.com/tzutalin/labelImg) - LabelImg is a graphical image annotation tool and label object bounding boxes in images
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* [cvcat](https://github.com/opencv/cvat) - Powerful and efficient Computer Vision Annotion Tool
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* [labelme](https://github.com/wkentaro/labelme) - Image Polygonal Annotation with Python
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* [VoTT](https://github.com/microsoft/VoTT) - An open source annotation and labeling tool for image and video assets
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* [imglab](https://github.com/NaturalIntelligence/imglab) - A web based tool to label images for objects that can be used to train dlib or other object detectors
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* [Yolo_mark](https://github.com/AlexeyAB/Yolo_mark) - GUI for marking bounded boxes of objects in images for training neural network Yolo v3 and v2
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* [PixelAnnotationTool](https://github.com/abreheret/PixelAnnotationTool) - Software that allows you to manually and quickly annotate images in directories
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* [OpenLabeling](https://github.com/Cartucho/OpenLabeling) - Label images and video for Computer Vision applications
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* [imagetagger](https://github.com/bit-bots/imagetagger) - An open source online platform for collaborative image labeling
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* [Alturos.ImageAnnotation](https://github.com/AlturosDestinations/Alturos.ImageAnnotation) - A collaborative tool for labeling image data
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* [deeplabel](https://github.com/jveitchmichaelis/deeplabel) - A cross-platform image annotation tool for machine learning
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* [MedTagger](https://github.com/medtagger/MedTagger) - A collaborative framework for annotating medical datasets using crowdsourcing.
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* [Labelbox](https://github.com/Labelbox/Labelbox) - Labelbox is the fastest way to annotate data to build and ship computer vision applications
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* [turktool](https://github.com/jaxony/turktool) - A modern React app for scalable bounding box annotation of images
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* [Pixie](https://github.com/buni-rock/Pixie) - Pixie is a GUI annotation tool which provides the bounding box, polygon, free drawing and semantic segmentation object labelling
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* [OpenLabeler](https://github.com/kinhong/OpenLabeler) - OpenLabeler is an open source desktop application for annotating objects for AI appplications
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* [Anno-Mage](https://github.com/virajmavani/semi-auto-image-annotation-tool) - 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
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* [CATMAID](https://github.com/catmaid/CATMAID) - Collaborative Annotation Toolkit for Massive Amounts of Image Data
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#### Text
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* [ML-Annotate](https://github.com/planbrothers/ml-annotate) - Label text data for machine learning purposes. ML-Annotate supports binary, multi-label and multi-class labeling.
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* [TagEditor](https://github.com/d5555/TagEditor) - Annotation tool for spaCy
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#### Audio
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* [EchoML](https://github.com/ritazh/EchoML) - Play, visualize, and annotate your audio files
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#### Video
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* [UltimateLabeling](https://github.com/alexandre01/UltimateLabeling) - A multi-purpose Video Labeling GUI in Python with integrated SOTA detector and tracker
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* [VATIC](https://github.com/cvondrick/vatic) - VATIC is an online video annotation tool for computer vision research that crowdsources work to Amazon's Mechanical Turk.
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#### Time Series
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* [Curve](https://github.com/baidu/Curve) - Curve is an open-source tool to help label anomalies on time-series data
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* [TagAnomaly](https://github.com/Microsoft/TagAnomaly) - Anomaly detection analysis and labeling tool, specifically for multiple time series (one time series per category)
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* [time-series-annotator](https://github.com/CrowdCurio/time-series-annotator) - The CrowdCurio Time Series Annotation Library implements classification tasks for time series.
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* [WDK](https://github.com/avenix/WDK) - The Wearables Development Toolkit (WDK) is a set of tools to facilitate the development of activity recognition applications with wearable devices.
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#### 3D
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* [KNOSSOS](https://github.com/knossos-project/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.
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#### Lidar
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* [semantic-segmentation-editor](https://github.com/Hitachi-Automotive-And-Industry-Lab/semantic-segmentation-editor) - Web labelling tool for camera and LIDAR data
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#### MultiDomain
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* [Label Studio](https://github.com/heartexlabs/label-studio) - Label Studio is a configurable data annotation tool that works with different data types
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