mirror of
https://github.com/opencv/opencv.git
synced 2024-12-03 00:10:21 +08:00
c82417697a
[GSoC] OpenCV.js: WASM SIMD optimization 2.0 * gsoc_2020_simd Add perf test for filter2d * add perf test for kernel scharr and kernel gaussianBlur * add perf test for blur, medianBlur, erode, dilate * fix the errors for the opencv PR robot fix the trailing whitespace. * add perf tests for kernel remap, warpAffine, warpPersepective, pyrDown * fix a bug in modules/js/perf/perf_imgproc/perf_remap.js * add function smoothBorder in helpfun.js and remove replicated function in perf test of warpAffine and warpPrespective * fix the trailing white space issues * add OpenCV.js loader * Implement the Loader with help of WebAssembly Feature Detection, remove trailing whitespaces * modify the explantion for loader in js_setup.markdown and fix bug in loader.js
170 lines
7.2 KiB
JavaScript
170 lines
7.2 KiB
JavaScript
const isNodeJs = (typeof window) === 'undefined'? true : false;
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if (isNodeJs) {
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var Benchmark = require('benchmark');
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var cv = require('../../opencv');
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var HelpFunc = require('../perf_helpfunc');
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var Base = require('../base');
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} else {
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var paramsElement = document.getElementById('params');
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var runButton = document.getElementById('runButton');
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var logElement = document.getElementById('log');
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}
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function perf() {
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console.log('opencv.js loaded');
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if (isNodeJs) {
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global.cv = cv;
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global.combine = HelpFunc.combine;
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global.cvtStr2cvSize = HelpFunc.cvtStr2cvSize;
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global.cvSize = Base.getCvSize();
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} else {
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enableButton();
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cvSize = getCvSize();
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}
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let totalCaseNum, currentCaseId;
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const SobelSize = [cvSize.szODD, cvSize.szQVGA, cvSize.szVGA];
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const Sobel3x3dxdy = ["(0,1)", "(1,0)", "(1,1)", "(0,2)", "(2,0)", "(2,2)"];
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const Sobeldxdy = ["(0,1)", "(1,0)", "(1,1)", "(0,2)", "(2,0)"];
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const BorderType3x3 = ["BORDER_REPLICATE", "BORDER_CONSTANT"];
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const BorderType3x3ROI = ["BORDER_DEFAULT", "BORDER_REPLICATE|BORDER_ISOLATED", "BORDER_CONSTANT|BORDER_ISOLATED"];
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const BorderType = ["BORDER_REPLICATE", "BORDER_CONSTANT", "BORDER_REFLECT", "BORDER_REFLECT101"];
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const BorderTypeROI = ["BORDER_DEFAULT", "BORDER_REPLICATE|BORDER_ISOLATED", "BORDER_CONSTANT|BORDER_ISOLATED", "BORDER_REFLECT|BORDER_ISOLATED", "BORDER_REFLECT101|BORDER_ISOLATED"]
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const combiSobelBorder3x3 = combine(SobelSize, ["CV_16SC1", "CV_32FC1"], Sobel3x3dxdy, BorderType3x3);
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const combiSobelBorder3x3ROI = combine(SobelSize, ["CV_16SC1", "CV_32FC1"], Sobel3x3dxdy, BorderType3x3ROI);
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const combiSobelBorder5x5 = combine(SobelSize, ["CV_16SC1", "CV_32FC1"], Sobeldxdy, BorderType);
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const combiSobelBorder5x5ROI = combine(SobelSize, ["CV_16SC1", "CV_32FC1"], Sobeldxdy, BorderTypeROI);
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function addSobelCase(suite, type) {
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suite.add('sobel', function() {
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cv.Sobel(src, dst, ddepth, dx, dy, ksize, 1, 0, borderType);
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}, {
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'setup': function() {
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let size = this.params.size;
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let ddepth = cv[this.params.ddepth];
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let dxdy = this.params.dxdy;
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let ksize = this.params.ksize;
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let type = this.params.type;
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let src, dst;
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if (type %2 == 0) {
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src = new cv.Mat(size[1], size[0], cv.CV_8U);
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dst = new cv.Mat(size[1], size[0], ddepth);
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} else {
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src = new cv.Mat(size[1]+10, size[0]+10, cv.CV_8U);
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dst = new cv.Mat(size[1]+10, size[0]+10, ddepth);
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src = src.colRange(5, size[0]+5);
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src = src.rowRange(5, size[1]+5);
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dst = dst.colRange(5, size[0]+5);
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dst = dst.rowRange(5, size[1]+5);
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}
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let dx = parseInt(dxdy[1]);
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let dy = parseInt(dxdy[3]);
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let borderTypeArray = this.params.borderType;
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let borderType;
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if (borderTypeArray.length == 1) {
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borderType = cv[borderTypeArray[0]];
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} else {
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borderType = cv[borderTypeArray[0]] | cv[borderTypeArray[1]];
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}
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},
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'teardown': function() {
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src.delete();
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dst.delete();
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}
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});
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}
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function addSobelModeCase(suite, combination, type) {
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totalCaseNum += combination.length;
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for (let i = 0; i < combination.length; ++i) {
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let size = combination[i][0];
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let ddepth = combination[i][1];
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let dxdy = combination[i][2];
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let borderType = combination[i][3];
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let sizeArray = [size.width, size.height];
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let ksize;
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if (type < 2) {
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ksize = 3;
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} else {
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ksize = 5;
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}
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let borderTypeArray = borderType.split("|");
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let params = {size: sizeArray, ddepth: ddepth, dxdy: dxdy, ksize:ksize, borderType:borderTypeArray, type:type};
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addKernelCase(suite, params, type, addSobelCase);
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}
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}
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function genBenchmarkCase(paramsContent) {
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let suite = new Benchmark.Suite;
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totalCaseNum = 0;
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currentCaseId = 0;
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let params = "";
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let paramObjs = [];
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paramObjs.push({name:"size", value:"", reg:[""], index:0});
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paramObjs.push({name:"ddepth", value:"", reg:["/CV\_[0-9]+[FSUfsu]C1/g"], index:1});
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paramObjs.push({name:"dxdy", value:"", reg:["/\\([0-2],[0-2]\\)/"], index:2});
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if (/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\([0-2],[0-2]\),[\ ]*\w+\)/g.test(paramsContent.toString())) {
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params = paramsContent.toString().match(/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\([0-2],[0-2]\),[\ ]*\w+\)/g)[0];
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paramObjs.push({name:"boderType", value:"", reg:["/BORDER\_\\w+/"], index:3});
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} else if (/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\([0-2],[0-2]\),[\ ]*\w+\|\w+\)/g.test(paramsContent.toString())) {
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params = paramsContent.toString().match(/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\([0-2],[0-2]\),[\ ]*\w+\|\w+\)/g)[0];
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paramObjs.push({name:"boderType", value:"", reg:["/BORDER\_\\w+\\|BORDER\_\\w+/"], index:3});
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}
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if (params != ""){
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let locationList = decodeParams2Case(params, paramObjs,sobelCombinations);
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for (let i = 0; i < locationList.length; i++){
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let first = locationList[i][0];
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let second = locationList[i][1];
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addSobelModeCase(suite, [sobelCombinations[first][second]], first);
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}
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} else {
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log("no filter or getting invalid params, run all the cases");
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addSobelModeCase(suite, combiSobelBorder3x3, 0);
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addSobelModeCase(suite, combiSobelBorder3x3ROI, 1);
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addSobelModeCase(suite, combiSobelBorder5x5, 2);
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addSobelModeCase(suite, combiSobelBorder5x5ROI, 3);
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}
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setBenchmarkSuite(suite, "sobel", currentCaseId);
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log(`Running ${totalCaseNum} tests from Sobel`);
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suite.run({ 'async': true }); // run the benchmark
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}
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let sobelCombinations = [combiSobelBorder3x3, combiSobelBorder3x3ROI, combiSobelBorder5x5, combiSobelBorder5x5ROI];
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if (isNodeJs) {
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const args = process.argv.slice(2);
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let paramsContent = '';
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if (/--test_param_filter=\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\([0-2],[0-2]\),[\ ]*\w+\)/g.test(args.toString())) {
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paramsContent = args.toString().match(/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\([0-2],[0-2]\),[\ ]*\w+\)/g)[0];
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} else if (/--test_param_filter=\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\([0-2],[0-2]\),[\ ]*\w+\|\w+\)/g.test(args.toString())) {
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paramsContent = args.toString().match(/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\([0-2],[0-2]\),[\ ]*\w+\|\w+\)/g)[0];
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}
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genBenchmarkCase(paramsContent);
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} else {
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runButton.onclick = function() {
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let paramsContent = paramsElement.value;
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genBenchmarkCase(paramsContent);
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if (totalCaseNum !== 0) {
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disableButton();
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}
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}
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}
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};
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async function main() {
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if (cv instanceof Promise) {
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cv = await cv;
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perf();
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} else {
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cv.onRuntimeInitialized = perf;
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}
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}
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main(); |