The avatar for @amitkaps
Amit Kapoor
Crafting Visual Stories with Data.
Published
Deep Learning in the Browser
Edited
Jun 30, 2020
Deep Learning in the Browser
Tensorflow.js Dimensionality Reduction (Autoencoder)Learning a Function using TensorFlow.jsModel Authoring - Deep Learning
Model Inference: Deep Learning
Introduction: Deep Learning
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tf = require('@tensorflow/tfjs')
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tf.version
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mobilenet = require('@tensorflow-models/mobilenet@1.0.0')
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model = await mobilenet.load(2)
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url = "https://source.unsplash.com/400x300/?cat"
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image = new Promise((resolve, reject) => {
let image = new Image();
image.crossOrigin = "anonymous";
image.src = url;
image.onload = () => resolve(image);
image.onerror = reject;
})
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tensorImage = tf.browser.fromPixels(image)
.resizeBilinear([224,224])
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predictions = await model.classify(tensorImage, 5)
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predictions.map(d => `${(d.probability * 100).toFixed(2)}% | ${d.className}`)
.join('\n')
.toString()
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import {radio} from "@jashkenas/inputs"
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