diff --git a/demo/browser.js b/demo/browser.js index 051dede5..317b3a0d 100644 --- a/demo/browser.js +++ b/demo/browser.js @@ -502,16 +502,13 @@ async function main() { log('demo starting ...'); setupMenu(); document.getElementById('log').innerText = `Human: version ${human.version}`; - // human.tf.ENV.set('WEBGL_FORCE_F16_TEXTURES', true); - // this is not required, just pre-loads all models if (ui.modelsPreload && !ui.useWorker) { status('loading'); - await human.load(userConfig); + await human.load(userConfig); // this is not required, just pre-loads all models } - // this is not required, just pre-warms all models for faster initial inference if (ui.modelsWarmup && !ui.useWorker) { status('initializing'); - await human.warmup(userConfig); + await human.warmup(userConfig); // this is not required, just pre-warms all models for faster initial inference } status('human: ready'); document.getElementById('loader').style.display = 'none'; diff --git a/demo/node.js b/demo/node.js index 51b5be00..01ab7fe8 100644 --- a/demo/node.js +++ b/demo/node.js @@ -37,6 +37,8 @@ async function detect(input) { const decoded = human.tf.node.decodeImage(buffer); const casted = decoded.toFloat(); const image = casted.expandDims(0); + // console.log(image.arraySync()); + fs.writeFileSync('q.json', JSON.stringify(image.arraySync())); decoded.dispose(); casted.dispose(); // image shape contains image dimensions and depth diff --git a/src/age/age.js b/src/age/age.js index 49fb29c7..6637d43d 100644 --- a/src/age/age.js +++ b/src/age/age.js @@ -9,7 +9,6 @@ let frame = Number.MAX_SAFE_INTEGER; async function load(config) { if (!models.age) { models.age = await tf.loadGraphModel(config.face.age.modelPath); - // eslint-disable-next-line no-console log(`Human: load model: ${config.face.age.modelPath.match(/\/(.*)\./)[1]}`); } return models.age; diff --git a/src/human.js b/src/human.js index 5557a8d8..91eec549 100644 --- a/src/human.js +++ b/src/human.js @@ -11,6 +11,7 @@ import * as gesture from './gesture/gesture.js'; import * as image from './image.js'; import * as profile from './profile.js'; import * as config from '../config.js'; +import * as sample from './sample.js'; import * as app from '../package.json'; // helper function: gets elapsed time on both browser and nodejs @@ -414,12 +415,25 @@ class Human { }); } - async warmup(userConfig, sample) { - if (!sample) sample = new ImageData(255, 255); - // const sample = tf.zeros([1, 255, 255, 3]); - const warmup = await this.detect(sample, userConfig); - log('warmed up'); - return warmup; + async warmup(userConfig) { + return new Promise((resolve) => { + log('Starting warmup'); + const img = new Image(256, 256); + img.onload = () => { + log('Loading sample'); + const canvas = (typeof OffscreenCanvas !== 'undefined') ? new OffscreenCanvas(256, 256) : document.createElement('canvas'); + canvas.width = 256; + canvas.height = 256; + const ctx = canvas.getContext('2d'); + ctx.drawImage(img, 0, 0); + const data = ctx.getImageData(0, 0, 255, 255); + this.detect(data, userConfig).then((warmup) => { + log('Warmup', warmup); + resolve(warmup); + }); + }; + img.src = sample.data; + }); } } diff --git a/src/sample.js b/src/sample.js new file mode 100644 index 00000000..a26c91eb --- /dev/null +++ b/src/sample.js @@ -0,0 +1,152 @@ +export const data = `data:image/jpeg;base64, +/9j/4AAQSkZJRgABAQEAYABgAAD/4QBoRXhpZgAATU0AKgAAAAgABAEaAAUAAAABAAAAPgEbAAUA +AAABAAAARgEoAAMAAAABAAIAAAExAAIAAAARAAAATgAAAAAAAABgAAAAAQAAAGAAAAABcGFpbnQu +bmV0IDQuMi4xMwAA/9sAQwAGBAUGBQQGBgUGBwcGCAoQCgoJCQoUDg8MEBcUGBgXFBYWGh0lHxob +IxwWFiAsICMmJykqKRkfLTAtKDAlKCko/9sAQwEHBwcKCAoTCgoTKBoWGigoKCgoKCgoKCgoKCgo +KCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgoKCgo/8AAEQgBAAEAAwEhAAIRAQMRAf/E +AB8AAAEFAQEBAQEBAAAAAAAAAAABAgMEBQYHCAkKC//EALUQAAIBAwMCBAMFBQQEAAABfQECAwAE +EQUSITFBBhNRYQcicRQygZGhCCNCscEVUtHwJDNicoIJChYXGBkaJSYnKCkqNDU2Nzg5OkNERUZH +SElKU1RVVldYWVpjZGVmZ2hpanN0dXZ3eHl6g4SFhoeIiYqSk5SVlpeYmZqio6Slpqeoqaqys7S1 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