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Commit d5de3f5b by vincent
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test cases for FaceLandmark68Net and FaceLandmark68TinyNet

parent 4d3706fd
Showing with 39 additions and 28 deletions
test/data/faceLandmarkPositions1.json
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\ No newline at end of file
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\ No newline at end of file
test/data/faceLandmarkPositions1Tiny.json 0 → 100644
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\ No newline at end of file
test/data/faceLandmarkPositions2.json
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\ No newline at end of file
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\ No newline at end of file
test/data/faceLandmarkPositions2Tiny.json 0 → 100644
[{"x":10.509434714913368,"y":52.461858093738556},{"x":13.533616438508034,"y":69.72497999668121},{"x":18.125666677951813,"y":85.49389243125916},{"x":22.68524095416069,"y":99.90644752979279},{"x":29.770859330892563,"y":115.02401232719421},{"x":40.009237825870514,"y":127.17496454715729},{"x":51.13186240196228,"y":134.8838210105896},{"x":64.93598967790604,"y":142.67239272594452},{"x":86.1398845911026,"y":145.5208271741867},{"x":106.27160668373108,"y":137.6600593328476},{"x":119.85296308994293,"y":126.55811011791229},{"x":129.32697236537933,"y":115.91286063194275},{"x":136.9260460138321,"y":101.54499113559723},{"x":140.04463255405426,"y":85.47771871089935},{"x":140.39686918258667,"y":70.350381731987},{"x":140.93535840511322,"y":53.595203161239624},{"x":139.76540565490723,"y":35.78364551067352},{"x":18.718457221984863,"y":33.92140567302704},{"x":24.8894065618515,"y":27.165759354829788},{"x":34.25554856657982,"y":23.889242112636566},{"x":43.19920241832733,"y":23.89446794986725},{"x":51.55668407678604,"y":25.493214279413223},{"x":83.17877948284149,"y":22.116592526435852},{"x":91.0528689622879,"y":19.1002294421196},{"x":100.33524334430695,"y":17.00422614812851},{"x":110.7668548822403,"y":18.07868331670761},{"x":119.95638906955719,"y":22.73145094513893},{"x":69.94039714336395,"y":44.93928104639053},{"x":70.8938866853714,"y":58.68610739707947},{"x":71.92910313606262,"y":71.54497504234314},{"x":73.07412475347519,"y":81.73994421958923},{"x":63.52762430906296,"y":87.66357600688934},{"x":68.80622059106827,"y":89.00657594203949},{"x":75.79838633537292,"y":89.81735408306122},{"x":82.58680701255798,"y":87.12102770805359},{"x":87.82331049442291,"y":84.34564769268036},{"x":32.21326768398285,"y":45.98721116781235},{"x":37.76122033596039,"y":42.323389649391174},{"x":45.626114308834076,"y":41.58268868923187},{"x":53.76068651676178,"y":45.14274448156357},{"x":46.830734610557556,"y":47.79057204723358},{"x":38.68361413478851,"y":48.451441526412964},{"x":87.2931182384491,"y":41.23439937829971},{"x":93.99429559707642,"y":36.358749121427536},{"x":101.83376669883728,"y":35.318271070718765},{"x":109.02988314628601,"y":37.269607186317444},{"x":102.72921323776245,"y":41.246773302555084},{"x":94.33983564376831,"y":42.437638342380524},{"x":51.489101350307465,"y":106.93963766098022},{"x":59.81220602989197,"y":103.0700147151947},{"x":71.77513092756271,"y":100.07118880748749},{"x":78.22524905204773,"y":100.49879550933838},{"x":84.36182141304016,"y":98.41773211956024},{"x":98.11981916427612,"y":97.42594063282013},{"x":109.53287780284882,"y":98.12568426132202},{"x":99.13961291313171,"y":110.45710444450378},{"x":90.27182757854462,"y":117.69201457500458},{"x":80.78381717205048,"y":120.45529782772064},{"x":71.48520648479462,"y":120.73915600776672},{"x":62.03146129846573,"y":116.77920520305634},{"x":53.2006099820137,"y":106.71007633209229},{"x":70.40069103240967,"y":104.98761534690857},{"x":78.83743643760681,"y":104.08617854118347},{"x":88.0838692188263,"y":102.68035233020782},{"x":107.74409472942352,"y":98.4467625617981},{"x":88.4322077035904,"y":110.55790185928345},{"x":79.5111358165741,"y":113.10129761695862},{"x":71.03536427021027,"y":113.31479251384735}]
\ No newline at end of file
test/data/faceLandmarkPositionsRect.json
[{"x": 1.41040606983006, "y": 39.10264679789543}, {"x": 6.364097021520138, "y": 59.51536446809769}, {"x": 9.736957371234894, "y": 77.80020213127136}, {"x": 13.817122921347618, "y": 96.05930614471436}, {"x": 20.00808236002922, "y": 110.73724734783173}, {"x": 26.37610113620758, "y": 121.9759613275528}, {"x": 33.717534959316254, "y": 132.17582309246063}, {"x": 41.72355371713638, "y": 140.95428133010864}, {"x": 50.880420446395874, "y": 146.48704254627228}, {"x": 61.8572758436203, "y": 146.95429050922394}, {"x": 72.31115305423737, "y": 142.27578461170197}, {"x": 81.12127649784088, "y": 134.44229400157928}, {"x": 90.62704622745514, "y": 123.21754229068756}, {"x": 99.09188437461853, "y": 110.66853940486908}, {"x": 106.08789837360382, "y": 92.88722932338715}, {"x": 110.42981934547424, "y": 72.83273243904114}, {"x": 110.97252583503723, "y": 51.15715354681015}, {"x": 19.203872233629227, "y": 37.71118628978729}, {"x": 30.421346753835678, "y": 37.16629707813263}, {"x": 39.97739166021347, "y": 40.400769114494324}, {"x": 49.04381215572357, "y": 45.61803185939789}, {"x": 56.723132252693176, "y": 53.29851043224335}, {"x": 56.084791123867035, "y": 46.76303869485855}, {"x": 65.71077406406403, "y": 46.11447751522064}, {"x": 75.0335134267807, "y": 46.96638810634613}, {"x": 83.45012521743774, "y": 51.2211879491806}, {"x": 90.43923103809357, "y": 59.06730401515961}, {"x": 57.634793639183044, "y": 60.69884181022644}, {"x": 56.081126153469086, "y": 72.10934686660767}, {"x": 54.33526223897934, "y": 84.50968235731125}, {"x": 52.046833634376526, "y": 99.18286514282227}, {"x": 43.99328297376633, "y": 99.4484453201294}, {"x": 49.026043593883514, "y": 104.39998996257782}, {"x": 55.01739031076431, "y": 107.4150230884552}, {"x": 59.81684720516205, "y": 105.90647208690643}, {"x": 64.0739357471466, "y": 101.74840021133423}, {"x": 27.087938010692596, "y": 55.09133046865463}, {"x": 34.27653384208679, "y": 55.21461433172226}, {"x": 42.54729217290878, "y": 57.39108908176422}, {"x": 48.454275488853455, "y": 61.82331371307373}, {"x": 41.1783966422081, "y": 61.66855639219284}, {"x": 34.177026987075806, "y": 60.50751310586929}, {"x": 59.51743584871292, "y": 62.6235288977623}, {"x": 65.59782898426056, "y": 61.08310657739639}, {"x": 73.38363683223724, "y": 63.624403953552246}, {"x": 78.78980994224548, "y": 67.99472141265869}, {"x": 72.09050583839417, "y": 68.4499539732933}, {"x": 64.50075209140778, "y": 66.9551106095314}, {"x": 34.73506963253021, "y": 112.76923489570618}, {"x": 42.499454855918884, "y": 113.63057744503021}, {"x": 49.24748706817627, "y": 114.29424142837524}, {"x": 55.50651115179062, "y": 115.7518025636673}, {"x": 62.20475721359253, "y": 116.19831931591034}, {"x": 66.55372452735901, "y": 117.66684019565582}, {"x": 71.82598805427551, "y": 118.23190891742706}, {"x": 64.1076112985611, "y": 127.00456368923187}, {"x": 58.63429069519043, "y": 129.7624831199646}, {"x": 52.65244817733765, "y": 129.39003217220306}, {"x": 47.463079154491425, "y": 127.39845669269562}, {"x": 42.28087282180786, "y": 123.10187613964081}, {"x": 38.320072412490845, "y": 114.88845479488373}, {"x": 49.383214592933655, "y": 119.21215355396271}, {"x": 55.4133198261261, "y": 120.68333745002747}, {"x": 60.75339984893799, "y": 121.00764191150665}, {"x": 67.49378943443298, "y": 118.56007528305054}, {"x": 59.50732082128525, "y": 124.34931361675262}, {"x": 54.06349813938141, "y": 124.39959263801575}, {"x": 48.627867102622986, "y": 122.32591986656189}]
\ No newline at end of file
[{"x":9.103168368339539,"y":101.01195418834686},{"x":14.784232437610626,"y":109.96735978126526},{"x":20.72097545862198,"y":120.9920563697815},{"x":23.68257150053978,"y":127.4499876499176},{"x":33.172756016254425,"y":135.1237609386444},{"x":40.30949687957764,"y":136.57750260829926},{"x":46.08676642179489,"y":136.41320192813873},{"x":48.44881075620651,"y":143.47557425498962},{"x":58.82970488071442,"y":146.31987726688385},{"x":65.03185284137726,"y":143.93176698684692},{"x":70.69711172580719,"y":141.56521546840668},{"x":73.59640145301819,"y":140.66094636917114},{"x":85.81815421581268,"y":125.65490245819092},{"x":91.43581211566925,"y":117.32116794586182},{"x":93.22071814537048,"y":103.55141079425812},{"x":97.05579698085785,"y":97.57390463352203},{"x":89.83693969249725,"y":80.89369875192642},{"x":8.929109543561935,"y":95.41884541511536},{"x":15.941815882921219,"y":91.92907392978668},{"x":22.651149570941925,"y":87.75521492958069},{"x":25.080495923757553,"y":87.33296239376068},{"x":35.09866887331009,"y":87.67910146713257},{"x":55.91999834775925,"y":77.73741436004639},{"x":60.79969918727875,"y":76.88318556547165},{"x":72.479785323143,"y":77.81150668859482},{"x":72.09985733032227,"y":80.98973709344864},{"x":84.31956672668457,"y":76.90173119306564},{"x":46.01968437433243,"y":93.13016855716705},{"x":44.01630175113678,"y":100.97888398170471},{"x":40.80449330806732,"y":107.36412870883942},{"x":38.621174454689026,"y":114.48911905288696},{"x":33.12944173812866,"y":118.61227464675903},{"x":35.98146861791611,"y":119.76905286312103},{"x":43.14035201072693,"y":121.47148418426514},{"x":49.96515953540802,"y":119.40146112442017},{"x":54.14790153503418,"y":118.55489778518677},{"x":22.290891706943512,"y":101.89636206626892},{"x":26.193063497543335,"y":97.70843470096588},{"x":32.05891406536102,"y":95.37641751766205},{"x":36.877059400081635,"y":95.59315097332001},{"x":31.79427993297577,"y":98.80662655830383},{"x":26.30974444746971,"y":101.54476964473724},{"x":53.97727316617966,"y":88.98845142126083},{"x":59.00451451539993,"y":90.48788344860077},{"x":65.20665884017944,"y":89.76256692409515},{"x":72.8481148481369,"y":81.40269559621811},{"x":68.15013182163239,"y":88.9257538318634},{"x":59.68368661403656,"y":92.8312953710556},{"x":26.978514283895493,"y":124.41534793376923},{"x":37.64959371089935,"y":129.4168745279312},{"x":38.14149236679077,"y":127.94919180870056},{"x":44.06257927417755,"y":127.01305139064789},{"x":48.707089364528656,"y":122.96710205078125},{"x":57.109412133693695,"y":125.86821961402893},{"x":63.49719738960266,"y":116.9522500038147},{"x":51.657943189144135,"y":119.83492803573608},{"x":46.5363906621933,"y":126.18525648117065},{"x":43.10889798402786,"y":128.2001837491989},{"x":42.599557995796204,"y":130.2384203672409},{"x":31.888991057872772,"y":126.56950533390045},{"x":27.653676003217697,"y":126.88065385818481},{"x":44.846410274505615,"y":133.13909232616425},{"x":46.87078648805618,"y":129.8393074274063},{"x":52.942511677742004,"y":126.64793169498444},{"x":62.26701807975769,"y":119.98195624351501},{"x":47.63777244091034,"y":122.5474488735199},{"x":42.832436323165894,"y":123.82451903820038},{"x":39.61905354261398,"y":124.0300487279892}]
\ No newline at end of file
test/data/faceLandmarkPositionsRectTiny.json 0 → 100644
[{"x":28.1980222761631,"y":82.78948521614075},{"x":41.05900514125824,"y":94.1000794172287},{"x":45.85652047395706,"y":100.0026285648346},{"x":46.66536271572113,"y":103.72171652317047},{"x":46.17695450782776,"y":108.95469212532043},{"x":44.9439537525177,"y":113.12937867641449},{"x":41.77620494365692,"y":118.82230281829834},{"x":36.76300173997879,"y":120.5938982963562},{"x":40.35541081428528,"y":126.7483412027359},{"x":45.805581748485565,"y":129.04026460647583},{"x":52.93079322576523,"y":126.84588611125946},{"x":53.27251535654068,"y":126.36341333389282},{"x":55.39190810918808,"y":125.28188920021057},{"x":61.80034518241882,"y":123.59300637245178},{"x":70.61709320545197,"y":115.20878064632416},{"x":82.92120599746704,"y":111.2279531955719},{"x":81.62196671962738,"y":100.77173101902008},{"x":24.95584148168564,"y":76.60648649930954},{"x":32.25624072551727,"y":74.50906938314438},{"x":29.986725986003876,"y":73.17802804708481},{"x":37.48139047622681,"y":68.97298204898834},{"x":43.13521087169647,"y":72.66015625},{"x":66.04641699790955,"y":72.61856651306152},{"x":67.14672982692719,"y":77.07855653762817},{"x":75.16640496253967,"y":78.80701857805252},{"x":78.36494970321655,"y":81.77029263973236},{"x":83.96591889858246,"y":86.9630047082901},{"x":49.43720746040344,"y":86.65960651636124},{"x":45.592297196388245,"y":89.74523079395294},{"x":38.21692967414856,"y":95.09447729587555},{"x":36.639003574848175,"y":99.00447487831116},{"x":38.06128841638565,"y":99.63473975658417},{"x":38.76173406839371,"y":100.46630108356476},{"x":41.303012907505035,"y":101.67539536952972},{"x":44.19621616601944,"y":103.10262358188629},{"x":43.459695279598236,"y":107.30739903450012},{"x":35.52263468503952,"y":84.4736732840538},{"x":35.70898097753525,"y":81.59145677089691},{"x":39.94155639410019,"y":83.26475405693054},{"x":42.95827788114548,"y":86.43353658914566},{"x":39.764176189899445,"y":87.32476645708084},{"x":36.219153583049774,"y":85.95869213342667},{"x":64.10197567939758,"y":89.49556505680084},{"x":68.22205686569214,"y":86.13673758506775},{"x":71.8127316236496,"y":86.98408073186874},{"x":73.26841568946838,"y":89.27346312999725},{"x":71.92459321022034,"y":92.17298924922943},{"x":62.44171500205994,"y":93.04573714733124},{"x":31.96991491317749,"y":107.6513100862503},{"x":36.91116398572922,"y":108.80632710456848},{"x":37.83100974559784,"y":107.84696221351624},{"x":39.75290495157242,"y":108.15859878063202},{"x":41.08729958534241,"y":109.05613076686859},{"x":45.37723106145859,"y":114.44351887702942},{"x":49.86580538749695,"y":115.59975600242615},{"x":43.856497406959534,"y":108.97726941108704},{"x":41.35492968559265,"y":110.25707685947418},{"x":40.04151773452759,"y":111.69485104084015},{"x":36.815838396549225,"y":109.72805964946747},{"x":36.58897018432617,"y":108.29451870918274},{"x":32.02847445011139,"y":108.27437102794647},{"x":39.47241109609604,"y":111.86161315441132},{"x":40.09113299846649,"y":111.6380364894867},{"x":43.23629933595657,"y":113.00234961509705},{"x":49.69379901885986,"y":116.33892869949341},{"x":41.574267983436584,"y":107.91563832759857},{"x":39.02515745162964,"y":108.83277690410614},{"x":38.635754346847534,"y":107.74428224563599}]
\ No newline at end of file
test/utils.ts
import * as tf from '@tensorflow/tfjs-core';
import {
FaceDetectionNet,
FaceLandmarkNet,
FaceRecognitionNet,
IPoint,
IRect,
Mtcnn,
NeuralNetwork,
TinyYolov2,
} from '../src/';
import { FaceDetectionNet, FaceRecognitionNet, IPoint, IRect, Mtcnn, NeuralNetwork, TinyYolov2 } from '../src/';
import { allFacesMtcnnFactory, allFacesSsdMobilenetv1Factory, allFacesTinyYolov2Factory } from '../src/allFacesFactory';
import { FaceDetection } from '../src/classes/FaceDetection';
import { FaceLandmarks } from '../src/classes/FaceLandmarks';
import { FullFaceDescription } from '../src/classes/FullFaceDescription';
import { FaceLandmark68Net } from '../src/faceLandmarkNet/FaceLandmark68Net';
import { FaceLandmark68TinyNet } from '../src/faceLandmarkNet/FaceLandmark68TinyNet';
import { allFacesMtcnnFunction, allFacesSsdMobilenetv1Function, allFacesTinyYolov2Function } from '../src/globalApi';
jasmine.DEFAULT_TIMEOUT_INTERVAL = 60000
......@@ -106,7 +99,8 @@ export type InjectNetArgs = {
allFacesTinyYolov2: allFacesTinyYolov2Function
allFacesMtcnn: allFacesMtcnnFunction
faceDetectionNet: FaceDetectionNet
faceLandmarkNet: FaceLandmarkNet
faceLandmark68Net: FaceLandmark68Net
faceLandmark68TinyNet: FaceLandmark68TinyNet
faceRecognitionNet: FaceRecognitionNet
mtcnn: Mtcnn
tinyYolov2: TinyYolov2
......@@ -118,7 +112,8 @@ export type DescribeWithNetsOptions = {
withAllFacesTinyYolov2?: boolean
withAllFacesMtcnn?: boolean
withFaceDetectionNet?: WithNetOptions
withFaceLandmarkNet?: WithNetOptions
withFaceLandmark68Net?: WithNetOptions
withFaceLandmark68TinyNet?: WithNetOptions
withFaceRecognitionNet?: WithNetOptions
withMtcnn?: WithNetOptions
withTinyYolov2?: WithTinyYolov2Options
......@@ -148,12 +143,13 @@ export function describeWithNets(
describe(description, () => {
let faceDetectionNet: FaceDetectionNet = new FaceDetectionNet()
let faceLandmarkNet: FaceLandmarkNet = new FaceLandmarkNet()
let faceLandmark68Net: FaceLandmark68Net = new FaceLandmark68Net()
let faceLandmark68TinyNet: FaceLandmark68TinyNet = new FaceLandmark68TinyNet()
let faceRecognitionNet: FaceRecognitionNet = new FaceRecognitionNet()
let mtcnn: Mtcnn = new Mtcnn()
let tinyYolov2: TinyYolov2 = new TinyYolov2(options.withTinyYolov2 && options.withTinyYolov2.withSeparableConv)
let allFacesSsdMobilenetv1 = allFacesSsdMobilenetv1Factory(faceDetectionNet, faceLandmarkNet, faceRecognitionNet)
let allFacesTinyYolov2 = allFacesTinyYolov2Factory(tinyYolov2, faceLandmarkNet, faceRecognitionNet)
let allFacesSsdMobilenetv1 = allFacesSsdMobilenetv1Factory(faceDetectionNet, faceLandmark68Net, faceRecognitionNet)
let allFacesTinyYolov2 = allFacesTinyYolov2Factory(tinyYolov2, faceLandmark68Net, faceRecognitionNet)
let allFacesMtcnn = allFacesMtcnnFactory(mtcnn, faceRecognitionNet)
beforeAll(async () => {
......@@ -162,7 +158,8 @@ export function describeWithNets(
withAllFacesTinyYolov2,
withAllFacesMtcnn,
withFaceDetectionNet,
withFaceLandmarkNet,
withFaceLandmark68Net,
withFaceLandmark68TinyNet,
withFaceRecognitionNet,
withMtcnn,
withTinyYolov2
......@@ -175,10 +172,17 @@ export function describeWithNets(
)
}
if (withFaceLandmarkNet || withAllFacesSsdMobilenetv1 || withAllFacesTinyYolov2) {
await initNet<FaceLandmarkNet>(
faceLandmarkNet,
!!withFaceLandmarkNet && !withFaceLandmarkNet.quantized && 'face_landmark_68_model.weights'
if (withFaceLandmark68Net || withAllFacesSsdMobilenetv1 || withAllFacesTinyYolov2) {
await initNet<FaceLandmark68Net>(
faceLandmark68Net,
!!withFaceLandmark68Net && !withFaceLandmark68Net.quantized && 'face_landmark_68_model.weights'
)
}
if (withFaceLandmark68TinyNet) {
await initNet<FaceLandmark68TinyNet>(
faceLandmark68TinyNet,
!!withFaceLandmark68TinyNet && !withFaceLandmark68TinyNet.quantized && 'face_landmark_68_tiny_model.weights'
)
}
......@@ -208,7 +212,7 @@ export function describeWithNets(
afterAll(() => {
faceDetectionNet && faceDetectionNet.dispose()
faceLandmarkNet && faceLandmarkNet.dispose()
faceLandmark68Net && faceLandmark68Net.dispose()
faceRecognitionNet && faceRecognitionNet.dispose()
mtcnn && mtcnn.dispose(),
tinyYolov2 && tinyYolov2.dispose()
......@@ -219,7 +223,8 @@ export function describeWithNets(
allFacesTinyYolov2,
allFacesMtcnn,
faceDetectionNet,
faceLandmarkNet,
faceLandmark68Net,
faceLandmark68TinyNet,
faceRecognitionNet,
mtcnn,
tinyYolov2
......
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