face-api/src/ssdMobilenetv1/pointwiseConvLayer.ts

12 lines
382 B
TypeScript

import * as tf from '../../dist/tfjs.esm';
import { PointwiseConvParams } from './types';
export function pointwiseConvLayer(x: tf.Tensor4D, params: PointwiseConvParams, strides: [number, number]) {
return tf.tidy(() => {
let out = tf.conv2d(x, params.filters, strides, 'same');
out = tf.add(out, params.batch_norm_offset);
return tf.clipByValue(out, 0, 6);
});
}