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React Image Annotate

Features

  • Simple input/output format
  • Polygon and Line Annotation
  • Zooming, Scaling, Panning (can be locked via movementLocked)
  • Cursor Crosshair

Screenshot of Annotator

Usage

npm install @starwit/react-image-annotate

import React from "react";
import ReactImageAnnotate from "@starwit/react-image-annotate";

const App = () => (
  <ReactImageAnnotate
    regionClsList={["Alpha", "Beta", "Charlie", "Delta"]}
    onExit={(output) => console.log(output)}
    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
images Array<Image> Array of images to load into the annotator.
selectedImage number | string Index or src URL of the initially selected image. First image.
selectedTool string Initially selected tool. e.g. "select", "pan", "zoom", "create-polygon", "create-line". "select"
regionClsList Array<string> Allowed "classes" (mutually exclusive classifications) for regions.
regionColorList Array<string> Custom color list for regions (matched by index to regionClsList). Default colors are used otherwise.
preselectCls string Class that should be preselected when creating a new region.
onExit *MainLayoutState => any Called when "Save" is clicked, with the current state (history omitted).
enabledRegionProps Array<string> Which properties to show in the region edit popup ("name", "line-direction"). ["class", "name"]
movementLocked boolean Reset zoom/pan to the default view and lock canvas movement (panning/zooming). false
hideHeader boolean Hide the entire header bar. false
hideHeaderText boolean Hide the text/description in the header bar. false
hideSave boolean Hide the Save button from the header bar. false
userReducer (state, action) => state User defined reducer that receives every event triggered within the annotator. See demo site for example.

Developers

Development

To begin developing run the following commands in the cloned repo.

  1. npm install
  2. npm start

Then navigate to http://localhost:5173/ and start testing.

See more details in the contributing guidelines.

Icons

Consult these icon repositories:

Testdrive in project

To test this package in your project follow this quickstart:

  1. Run npm link in the root directory of this project (where the package.json is located)
  2. With the same Terminal window, go to your target project folder where the package.json is located
  3. Run npm link "@starwit/react-image-annotate" to install the package. It might be necessary to remove a previously installed @starwit/react-image-annotate package. Please use the same node version when using npm link and executing the application.
  4. Changes to this repository will apply live to the running dev session in your target project :)

Notes

Currently, there is an issue with vite-plugin-node-polyfills (0.15.0 at the time of writing), which shows many warnings while building (related to "use client"). That is expected and will probably be fixed in the future. See here: davidmyersdev/vite-plugin-node-polyfills#49

About

Create image annotations. Classify, tag images with polygons, bounding boxes or points.

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  • JavaScript 98.4%
  • HTML 1.6%