face-api/build/common/extractFCParamsFactory.js

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2020-08-18 14:04:33 +02:00
import * as tf from '@tensorflow/tfjs-core';
export function extractFCParamsFactory(extractWeights, paramMappings) {
return function (channelsIn, channelsOut, mappedPrefix) {
const fc_weights = tf.tensor2d(extractWeights(channelsIn * channelsOut), [channelsIn, channelsOut]);
const fc_bias = tf.tensor1d(extractWeights(channelsOut));
paramMappings.push({ paramPath: `${mappedPrefix}/weights` }, { paramPath: `${mappedPrefix}/bias` });
return {
weights: fc_weights,
bias: fc_bias
};
};
}
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