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10 best JavaScript Data Labelling libraries in 2022

by naveen.kumar@openweaver.com Updated: Apr 6, 2022

With Annotation libraries, you can easily annotate (categorize, label, tag) large number of images or videos using machine learning. This is useful if you need to teach your computer how to automatically recognize certain objects in your images. The resulting model can be used for a variety of purposes like image filtering, object detection and recognition. All the annotations are stored in convenient JSON files so you can easily customize the front end. The need for JavaScript Data Labelling has greatly increased these days due to the rapid growth of machine learning and deep learning technologies. We have used a lot of JavaScript Data Labelling libraries these days, but some of them are more popular than others. The following is a comprehensive list of the best open source libraries.

Parsrby axa-group

JavaScript star image 3294 Version:v1.2.2

License: Permissive (Apache-2.0)

Transforms PDF, Documents and Images into Enriched Structured Data

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Parsrby axa-group

JavaScript star image 3294 Version:v1.2.2 License: Permissive (Apache-2.0)

Transforms PDF, Documents and Images into Enriched Structured Data
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chartedby charted-co

JavaScript star image 2751 Version:0.2.4

License: Permissive (MIT)

A charting tool that produces automatic, shareable charts from any data file

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chartedby charted-co

JavaScript star image 2751 Version:0.2.4 License: Permissive (MIT)

A charting tool that produces automatic, shareable charts from any data file
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universal-data-toolby UniversalDataTool

JavaScript star image 1429 Version:v0.14.26

License: Permissive (MIT)

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.

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universal-data-toolby UniversalDataTool

JavaScript star image 1429 Version:v0.14.26 License: Permissive (MIT)

Collaborate & label any type of data, images, text, or documents, in an easy web interface or desktop app.
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chartjs-plugin-datalabelsby chartjs

JavaScript star image 578 Version:v2.0.0-rc.1

License: Permissive (MIT)

Chart.js plugin to display labels on data elements

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chartjs-plugin-datalabelsby chartjs

JavaScript star image 578 Version:v2.0.0-rc.1 License: Permissive (MIT)

Chart.js plugin to display labels on data elements
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label-studio-frontendby heartexlabs

JavaScript star image 212 Version:v1.4.0

License: Permissive (Apache-2.0)

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package

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label-studio-frontendby heartexlabs

JavaScript star image 212 Version:v1.4.0 License: Permissive (Apache-2.0)

Data labeling react app that is backend agnostic and can be embedded into your applications — distributed as an NPM package
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trainsetby Geocene

JavaScript star image 109 Version:Current

License: Permissive (MIT)

A lightweight web application for brushing labels onto time series data; useful for building training sets.

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trainsetby Geocene

JavaScript star image 109 Version:Current License: Permissive (MIT)

A lightweight web application for brushing labels onto time series data; useful for building training sets.
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Leaflet.LabelTextCollisionby yakitoritabetai

JavaScript star image 69 Version:Current

License: Permissive (MIT)

Leaflet.LabelTextCollision is a LeafletJS plug-in to display labels on vector data while avoiding label collisions.

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Leaflet.LabelTextCollisionby yakitoritabetai

JavaScript star image 69 Version:Current License: Permissive (MIT)

Leaflet.LabelTextCollision is a LeafletJS plug-in to display labels on vector data while avoiding label collisions.
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label-studioby bbbbb-bak/database-tools

JavaScript star image 0 Version:Current

License: Others (Non-SPDX)

Label Studio is a multi-type data labeling and annotation tool with standardized output format

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label-studioby bbbbb-bak/database-tools

JavaScript star image 0 Version:Current License: Others (Non-SPDX)

Label Studio is a multi-type data labeling and annotation tool with standardized output format
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label-text-appby JannisBush

JavaScript star image 0 Version:Current

License: Permissive (MIT License)

Webapp to label all kinds of textual data

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label-text-appby JannisBush

JavaScript star image 0 Version:Current License: Permissive (MIT License)

Webapp to label all kinds of textual data
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supervisorby cedrichaase

JavaScript star image 0 Version:Current

License: Others (Non-SPDX)

An improvised electron app to help label time series data with binary labels

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supervisorby cedrichaase

JavaScript star image 0 Version:Current License: Others (Non-SPDX)

An improvised electron app to help label time series data with binary labels
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Data Labeling
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