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Merge pull request #111 from justadudewhohacks/karma-face-recognition-model-issue

Karma face recognition model issue
parents d872a149 21fb4500
Showing with 8 additions and 548 deletions
package-lock.json
......@@ -714,7 +714,6 @@
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......@@ -3346,13 +2816,6 @@
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......
test/tests/faceRecognitionNet/faceRecognitionNet.test.ts
......@@ -22,6 +22,7 @@ describe('faceRecognitionNet', () => {
faceDescriptor2 = await fetchJson<number[]>('base/test/data/faceDescriptor2.json')
faceDescriptorRect = await fetchJson<number[]>('base/test/data/faceDescriptorRect.json')
})
describeWithNets('quantized weights', { withFaceRecognitionNet: { quantized: true } }, ({ faceRecognitionNet }) => {
it('computes face descriptor for squared input', async () => {
......
test/tests/faceRecognitionNet/faceRecognitionNet.uncompressed.test.ts
......@@ -2,9 +2,7 @@ import { fetchImage, fetchJson } from '../../../src';
import { euclideanDistance } from '../../../src/euclideanDistance';
import { describeWithNets } from '../../utils';
// TODO: figure out why quantized weights results in NaNs in testcases
// apparently (net weight values differ when loading with karma)
xdescribe('faceRecognitionNet, uncompressed', () => {
describe('faceRecognitionNet, uncompressed', () => {
let imgEl1: HTMLImageElement
let imgElRect: HTMLImageElement
......
test/tests/mtcnn/mtcnn.test.ts
......@@ -62,7 +62,7 @@ describe('mtcnn', () => {
const deltas = {
maxBoxDelta: 2,
maxLandmarksDelta: 6,
maxDescriptorDelta: 0.4
maxDescriptorDelta: 0.2
}
expect(results.length).toEqual(6)
expectFullFaceDescriptions(results, expectedFullFaceDescriptions, expectedScores, deltas)
......
test/tests/ssdMobilenetv1/ssdMobilenetv1.test.ts
......@@ -61,7 +61,7 @@ describe('ssdMobilenetv1', () => {
const deltas = {
maxBoxDelta: 5,
maxLandmarksDelta: 1,
maxDescriptorDelta: 0.01
maxDescriptorDelta: 0.1
}
expect(results.length).toEqual(6)
expectFullFaceDescriptions(results, expectedFullFaceDescriptions, expectedScores, deltas)
......
test/utils.ts
......@@ -200,9 +200,7 @@ export function describeWithNets(
if (withFaceRecognitionNet || withAllFacesSsdMobilenetv1 || withAllFacesTinyFaceDetector|| withAllFacesMtcnn || withAllFacesTinyYolov2) {
await initNet<FaceRecognitionNet>(
faceRecognitionNet,
// TODO: figure out why quantized weights results in NaNs in testcases
// apparently (net weight values differ when loading with karma)
'face_recognition_model.weights'
!!withFaceRecognitionNet && !withFaceRecognitionNet.quantized && 'face_recognition_model.weights'
)
}
......
tools/quantize/views/quantizeModel.html
......@@ -58,7 +58,7 @@
}
if (isSkipQuantization) {
quantizedTensorArrays.push(tensor.dataSync())
quantizedTensorArrays.push(new Uint8Array(tensor.dataSync().buffer))
weightEntries.push(weightEntry)
return
}
......
weights/face_recognition_model-shard2
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weights/face_recognition_model-weights_manifest.json
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\ No newline at end of file
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