OpenCV_4.2.0/opencv-4.2.0/modules/js/perf/perf_imgproc/perf_threshold.js

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const isNodeJs = (typeof window) === 'undefined'? true : false;
if (isNodeJs) {
var Benchmark = require('benchmark');
var cv = require('../../opencv');
var HelpFunc = require('../perf_helpfunc');
var Base = require('../base');
} else {
var paramsElement = document.getElementById('params');
var runButton = document.getElementById('runButton');
var logElement = document.getElementById('log');
}
cv.onRuntimeInitialized = () => {
console.log('opencv.js loaded');
if (isNodeJs) {
global.cv = cv;
global.combine = HelpFunc.combine;
global.cvtStr2cvSize = HelpFunc.cvtStr2cvSize;
global.cvSize = Base.cvSize;
} else {
runButton.removeAttribute('disabled');
runButton.setAttribute('class', 'btn btn-primary');
runButton.innerHTML = 'Run';
}
let totalCaseNum, currentCaseId;
const typicalMatSizes = [cvSize.szVGA, cvSize.sz720p, cvSize.sz1080p, cvSize.szODD];
const matTypes = ['CV_8UC1', 'CV_16SC1', 'CV_32FC1', 'CV_64FC1'];
const threshTypes = ['THRESH_BINARY', 'THRESH_BINARY_INV', 'THRESH_TRUNC', 'THRESH_TOZERO', 'THRESH_TOZERO_INV'];
const combiSizeMatTypeThreshType = combine(typicalMatSizes, matTypes, threshTypes);
const combiSizeOnly = combine(typicalMatSizes, ['CV_8UC1'], ['THRESH_BINARY|THRESH_OTSU']);
function addSizeMatTypeThreshTypeCase(suite, combination) {
totalCaseNum += combination.length;
for (let i = 0; i < combination.length; ++i) {
let matSize = combination[i][0];
let matType = combination[i][1];
let threshType = combination[i][2];
suite.add('threshold', function() {
cv.threshold(src, dst, threshold, thresholdMax, threshType);
}, {
'setup': function() {
let matSize = this.params.matSize;
let matType = cv[this.params.matType];
let threshType = cv[this.params.threshType];
let threshold = 127.0;
let thresholdMax = 210.0;
let src = new cv.Mat(matSize, matType);
let dst = new cv.Mat(matSize, matType);
let srcView = src.data;
srcView[0] = 0;
srcView[1] = 100;
srcView[2] = 200;
},
'teardown': function() {
src.delete();
dst.delete();
}
});
// set init params
let index = suite.length - 1;
suite[index].params = {
matSize: matSize,
matType: matType,
threshType: threshType
};
}
}
function addSizeOnlyCase(suite, combination) {
totalCaseNum += combination.length;
for (let i = 0; i < combination.length; ++i) {
let matSize = combination[i][0];
suite.add('threshold', function() {
cv.threshold(src, dst, threshold, thresholdMax, cv.THRESH_BINARY|cv.THRESH_OTSU);
}, {
'setup': function() {
let matSize = this.params.matSize;
let threshold = 127.0;
let thresholdMax = 210.0;
let src = new cv.Mat(matSize, cv.CV_8UC1);
let dst = new cv.Mat(matSize, cv.CV_8UC1);
let srcView = src.data;
srcView[0] = 0;
srcView[1] = 100;
srcView[2] = 200;
},
'teardown': function() {
src.delete();
dst.delete();
}
});
// set init params
let index = suite.length - 1;
suite[index].params = {
matSize: matSize,
matType: 'CV_8UC1',
threshType: 'THRESH_BINARY|THRESH_OTSU'
};
}
}
function decodeParams2Case(suite, params, isSizeOnly) {
let sizeString = params.match(/[0-9]+x[0-9]+/g).toString();
let sizes = sizeString.match(/[0-9]+/g);
let size1Str = sizes.slice(0, 2).toString();
let matSize = cvtStr2cvSize(size1Str);
let matType, threshType;
if (isSizeOnly) {
matType = 'CV_8UC1';
threshType = 'THRESH_BINARY|THRESH_OTSU';
} else {
matType = (params.match(/CV\_[0-9]+[A-z][A-z][0-9]/) || []).toString();
threshType = (params.match(/THRESH\_[A-z]+\_?[A-z]*/) || []).toString();
}
// check if the params match and add case
for (let i = 0; i < combinations.length; ++i) {
let combination = combinations[i];
for (let j = 0; j < combination.length; ++j) {
if (matSize === combination[j][0] && matType === combination[j][1] && threshType === combination[j][2]) {
thresholdFunc[i](suite, [combination[j]]);
}
}
}
}
function log(message) {
console.log(message);1
if (!isNodeJs) {
logElement.innerHTML += `\n${'\t'.repeat(1) + message}`;
}
}
function setBenchmarkSuite(suite) {
suite
// add listeners
.on('cycle', function(event) {
++currentCaseId;
let params = event.target.params;
let matSize = params.matSize;
let matType = params.matType;
let threshType = params.threshType;
log(`=== ${event.target.name} ${currentCaseId} ===`);
log(`params: (${parseInt(matSize.width)}x${parseInt(matSize.height)},`+
`${matType},${threshType})`);
log('elapsed time:' +String(event.target.times.elapsed*1000)+' ms');
log('mean time:' +String(event.target.stats.mean*1000)+' ms');
log('stddev time:' +String(event.target.stats.deviation*1000)+' ms');
log(String(event.target));
})
.on('error', function(event) { log(`test case ${event.target.name} failed`); })
.on('complete', function(event) {
log(`\n ###################################`)
log(`Finished testing ${event.currentTarget.length} cases \n`);
if (!isNodeJs) {
runButton.removeAttribute('disabled');
runButton.setAttribute('class', 'btn btn-primary');
runButton.innerHTML = 'Run';
}
});
}
function genBenchmarkCase(paramsContent) {
let suite = new Benchmark.Suite;
totalCaseNum = 0;
currentCaseId = 0;
if (/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\w+\)/g.test(paramsContent.toString())) {
let params = paramsContent.toString().match(/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\w+\)/g)[0];
let isSizeOnly = 0;
decodeParams2Case(suite, params, isSizeOnly);
} else if (/[\ ]*[0-9]+x[0-9]+[\ ]*/g.test(paramsContent.toString())) {
let params = paramsContent.toString().match(/[\ ]*[0-9]+x[0-9]+[\ ]*/g)[0];
let isSizeOnly = 1;
decodeParams2Case(suite, params, isSizeOnly);
}
else {
log("no filter or getting invalid params, run all the cases");
addSizeMatTypeThreshTypeCase(suite, combiSizeMatTypeThreshType);
addSizeOnlyCase(suite, combiSizeOnly);
}
setBenchmarkSuite(suite);
log(`Running ${totalCaseNum} tests from Threshold`);
suite.run({ 'async': true }); // run the benchmark
}
// init
let thresholdFunc = [addSizeMatTypeThreshTypeCase, addSizeOnlyCase];
let combinations = [combiSizeMatTypeThreshType, combiSizeOnly];
// set test filter params
if (isNodeJs) {
const args = process.argv.slice(2);
let paramsContent = '';
if (/--test_param_filter=\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\w+\)/g.test(args.toString())) {
paramsContent = args.toString().match(/\([0-9]+x[0-9]+,[\ ]*\w+,[\ ]*\w+\)/g)[0];
} else if (/--test_param_filter=[\ ]*[0-9]+x[0-9]+[\ ]*/g.test(args.toString())) {
paramsContent = args.toString().match(/[\ ]*[0-9]+x[0-9]+[\ ]*/g)[0];
}
genBenchmarkCase(paramsContent);
} else {
runButton.onclick = function() {
let paramsContent = paramsElement.value;
genBenchmarkCase(paramsContent);
if (totalCaseNum !== 0) {
runButton.setAttribute("disabled", "disabled");
runButton.setAttribute('class', 'btn btn-primary disabled');
runButton.innerHTML = "Running";
}
}
}
};