mirror of https://github.com/vladmandic/human
18 lines
593 B
JavaScript
18 lines
593 B
JavaScript
const tf = require('@tensorflow/tfjs');
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const modelBase = require('./modelBase');
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class MobileNet extends modelBase.BaseModel {
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// eslint-disable-next-line class-methods-use-this
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preprocessInput(input) {
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// Normalize the pixels [0, 255] to be between [-1, 1].
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return tf.tidy(() => tf.div(input, 127.5).sub(1.0));
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}
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// eslint-disable-next-line class-methods-use-this
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nameOutputResults(results) {
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const [offsets, heatmap, displacementFwd, displacementBwd] = results;
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return { offsets, heatmap, displacementFwd, displacementBwd };
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}
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}
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exports.MobileNet = MobileNet;
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