@vladmandic/face-api/src/faceFeatureExtractor/extractParamsFromWeigthMapTiny.ts

JavaScript module for Face Detection and Face Recognition Using Tensorflow/JS

import * as tf from '@tensorflow/tfjs/dist/tf.es2017.js';

import { disposeUnusedWeightTensors, ParamMapping } from '../common';
import { loadParamsFactory } from './loadParamsFactory';
import { TinyFaceFeatureExtractorParams } from './types';

export function extractParamsFromWeigthMapTiny(
  weightMap: tf.NamedTensorMap
): { params: TinyFaceFeatureExtractorParams, paramMappings: ParamMapping[] } {

  const paramMappings: ParamMapping[] = []

  const {
    extractDenseBlock3Params
  } = loadParamsFactory(weightMap, paramMappings)

  const params = {
    dense0: extractDenseBlock3Params('dense0', true),
    dense1: extractDenseBlock3Params('dense1'),
    dense2: extractDenseBlock3Params('dense2')
  }

  disposeUnusedWeightTensors(weightMap, paramMappings)

  return { params, paramMappings }
}