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UniversalDataTool / react-image-annotate

Create image annotations. Classify, tag images with polygons, bounding boxes or points.
MIT License
406 stars 179 forks source link
bounding-boxes hacktoberfest image-annotations polygons

readme

React Image Annotate

npm version

The best image/video annotation tool ever. Check out the demo here. Or the code sandbox here.

Sponsors

wao.ai sponsorship image

Features

Screenshot of Annotator

Usage

npm install react-image-annotate

import React from "react";
import ReactImageAnnotate from "react-image-annotate";

const App = () => (
  <ReactImageAnnotate
    labelImages
    regionClsList={["Alpha", "Beta", "Charlie", "Delta"]}
    regionTagList={["tag1", "tag2", "tag3"]}
    images={[
      {
        src: "https://placekitten.com/408/287",
        name: "Image 1",
        regions: []
      }
    ]}
  />
);

export default App;

To get the proper fonts, make sure to import the Inter UI or Roboto font, the following line added to a css file should suffice.

@import url("https://rsms.me/inter/inter.css");

Props

All of the following properties can be defined on the Annotator...

Prop Type (* = required) Description Default
taskDescription *string Markdown description for what to do in the image.
allowedArea { x: number, y: number, w: number, h: number } Area that is available for annotation. Entire image.
regionTagList Array<string> Allowed "tags" (mutually inclusive classifications) for regions.
regionClsList Array<string> Allowed "classes" (mutually exclusive classifications) for regions.
imageTagList Array<string> Allowed tags for entire image.
imageClsList Array<string> Allowed classes for entire image.
enabledTools Array<string> Tools allowed to be used. e.g. "select", "create-point", "create-box", "create-polygon" Everything.
showTags boolean Show tags and allow tags on regions. true
selectedImage string URL of initially selected image.
images Array<Image> Array of images to load into annotator
showPointDistances boolean Show distances between points. false
pointDistancePrecision number Precision on displayed points (e.g. 3 => 0.123)
onExit MainLayoutState => any Called when "Save" is called.
RegionEditLabel Node React Node overriding the form to update the region (see RegionLabel)
allowComments boolean Show a textarea to add comments on each annotation. false
hidePrev boolean Hide Previous Image button from the header bar. false
hideNext boolean Hide Next Image button from the header bar. false
hideClone boolean Hide Clone button from the header bar. false
hideSettings boolean Hide Settings button from the header bar. false
hideFullScreen boolean Hide FullScreen/Window button from the header bar. false
hideSave boolean Hide Save button from the header bar. false

Developers

Development

This project uses react-storybook. To begin developing run the following commands in the cloned repo.

  1. yarn install
  2. yarn storybook

A browser tab will automatically open with the project components.

See more details in the contributing guidelines.

Icons

Consult these icon repositories: