/* global Human */ let human; const backends = ['wasm', 'humangl', 'webgl', 'webgpu']; const start = performance.now(); function str(long, ...msg) { if (!Array.isArray(msg)) return msg; let line = ''; for (const entry of msg) { if (typeof entry === 'object') line += ' ' + JSON.stringify(entry, null, long ? 2 : 0).replace(/"/g, '').replace(/,/g, ', ').replace(/:/g, ': '); else line += ' ' + entry; } return line + '\n'; } let last = new Date(); async function log(...msgs) { const dt = new Date(); const ts = `${dt.getHours().toString().padStart(2, '0')}:${dt.getMinutes().toString().padStart(2, '0')}:${dt.getSeconds().toString().padStart(2, '0')}.${dt.getMilliseconds().toString().padStart(3, '0')}`; const elap = (dt - last).toString().padStart(5, '0'); document.getElementById('log').innerHTML += ts + ' +' + elap + 'ms  ' + str(false, ...msgs); document.documentElement.scrollTop = document.documentElement.scrollHeight; console.log(ts, elap, ...msgs); // eslint-disable-line no-console last = dt; } async function detailed(...msgs) { const dt = new Date(); const ts = `${dt.getHours().toString().padStart(2, '0')}:${dt.getMinutes().toString().padStart(2, '0')}:${dt.getSeconds().toString().padStart(2, '0')}.${dt.getMilliseconds().toString().padStart(3, '0')}`; const elap = (dt - last).toString().padStart(5, '0'); document.getElementById('log').innerHTML += ts + ' +' + elap + 'ms  ' + str(true, ...msgs); document.documentElement.scrollTop = document.documentElement.scrollHeight; console.log(ts, elap, ...msgs); // eslint-disable-line no-console last = dt; } async function image(url) { const el = document.createElement('img'); el.id = 'image'; const loaded = new Promise((resolve) => { el.onload = () => resolve(true); }); el.src = url; await loaded; return el; } function draw(canvas = null) { const c = document.getElementById('canvas'); const ctx = c.getContext('2d'); if (canvas) ctx.drawImage(canvas, 0, 0, c.width, c.height); else ctx.clearRect(0, 0, c.width, c.height); } async function events(event) { document.getElementById('events').innerText = `${Math.round(performance.now() - start)}ms Event: ${event}`; } async function testDefault(title, testConfig = {}) { const t0 = human.now(); let res; for (const model of Object.keys(human.models.models)) { // unload models if (human.models.models[model]) human.models.models[model] = null; } human.reset(); res = human.validate(testConfig); // validate if (res && res.length > 0) log(' invalid configuration', res); log(`test ${title}/${human.tf.getBackend()}`, human.config); await human.load(); log(' models', human.models.loaded()); const ops = await human.models.validate(); if (ops && ops.length > 0) log(' missing ops', ops); const img = await image('../../samples/in/ai-body.jpg'); const input = await human.image(img, true); // process image draw(input.canvas); res = await human.warmup({ warmup: 'face' }); // warmup draw(res.canvas); const t1 = human.now(); res = await human.detect(input.tensor, testConfig); // run detect const t2 = human.now(); human.next(); // run interpolation const persons = res.persons; // run persons getter log(' summary', { persons: persons.length, face: res.face.length, body: res.body.length, hand: res.hand.length, object: res.object.length, gesture: res.gesture.length }); human.tf.dispose(input.tensor); log(` finished ${title}/${human.tf.getBackend()}`, { init: Math.round(t1 - t0), detect: Math.round(t2 - t1) }); return res; } async function main() { log('human tests'); human = new Human.Human({ debug: true }); await human.init(); human.events.addEventListener('warmup', () => events('warmup')); human.events.addEventListener('image', () => events('image')); human.events.addEventListener('detect', () => events('detect')); const timer = setInterval(() => { document.getElementById('state').innerText = `State: ${human.state}`; }, 10); log('version', human.version); log('tfjs', human.tf.version.tfjs); const env = JSON.parse(JSON.stringify(human.env)); env.kernels = human.env.kernels.length; detailed('environment', env); for (const backend of backends) { human.config.backend = backend; await human.init(); // init if (human.tf.getBackend() !== backend) { log('desired', backend, 'detected', human.tf.getBackend()); continue; // wrong backend } await testDefault('default', { debug: true }); } log('tests complete'); clearInterval(timer); } main();