@udarrr/template-matcher

OpenCV 4.1.1 Template Matching Image Finder

It's either standalone or plugin for nutjs project

The best template matcher for node js ever with handlers

• Invariant Rotating
• Over Writing
• Scale Images
• Non Maximum Suppression

Standalone findMatch,findMatches

npm i @udarrr/template-matcher

import finder from "@udarrr/template-matcher";

(async () => {
const matcheImages = await finder.findMatch({haystack: 'pathToImage', needle: 'pathToTemplate'});
const matcheWithScreen = await finder.findMatch({needle: pathToTemplate});

const matchesImages = await finder.findMatches({haystack: 'pathToImage', needle: 'pathToTemplate'});
const matchesWithScreen = await finder.findMatches({needle: 'pathToTemplate'});
})();

@udarrr/template-matcher standalone API

{
    haystack?: string | Image,
    needle: string | Image,
    confidence?: number,
    providerData?: {
                       methodType?: MethodNameType; 
                       scaleSteps?: Array<number>; 
                       searchMultipleScales: boolean,
                       isRotation: boolean,
                       rotationOption?: { range?: number; overLap?: number; minDstLength?: number, subPixEstimation?: boolean };
                       roi?: Region; 
                       debug?: boolean
                    },
}

Nutjs v3 find,findAll

npm i @udarrr/template-matcher

import { imageResource, screen } from '@nut-tree/nut-js';
import {OptionsSearchParameterType} from '@udarrr/template-matcher/lib/types'
import "@udarrr/template-matcher"; //once wherever

(async () => {
  const img = await screen.find<OptionsSearchParameterType>(imageResource("path"),{ providerData: {...}});
  const imgs = await screen.findAll<OptionsSearchParameterType>(imageResource("path"),{ providerData: {...}});
})();

@udarrr/template-matcher providerData nutjs v3 Api

{
  searchInput: RegionResultFindInput | Promise<RegionResultFindInput>
  params?: {
      searchRegion?: Region | Promise<Region> | undefined;
      confidence?: number | undefined;
      abort?: AbortSignal | undefined;
      providerData?: {
          methodType?: MethodNameType;
          scaleSteps?: Array<number>;
          searchMultipleScales: boolean,
          isRotation: boolean,
          rotationOption?: { range?: number; overLap?: number; minDstLength?: number, subPixEstimation?: boolean };
          debug?: boolean;
          roi?: Region;
      }
  }
};

Values by default

methodType: "TM_CCOEFF_NORMED"
scaleSteps: [1, 0.9, 0.8, 0.7, 0.6, 0.5]
debug: false
searchMultipleScales: true,
isRotation: false,
rotationOption: {
                 range: 180, //-180 +180
                 overLap: 0.1, //inverted scale 0.1 = scaleSteps[0.9]
                 minDstLength: 32, //quality matching up to 4096
                 subPixEstimation: false //for low quality pics
                }
confidence: 0.8 //0.98 for TM_SQDIFF