diff --git a/CHANGELOG.md b/CHANGELOG.md
index e6ef1bbd..5ef16290 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -9,7 +9,7 @@
   
 ## Changelog
   
-### **HEAD -> main** 2022/08/21 mandic00@live.com
+### **HEAD -> main** 2022/08/24 mandic00@live.com
 
 - expand type safety
 - full eslint rule rewrite
diff --git a/demo/faceid/index.js b/demo/faceid/index.js
index b9807b6b..35441db1 100644
--- a/demo/faceid/index.js
+++ b/demo/faceid/index.js
@@ -4,6 +4,6 @@
   author: <https://github.com/vladmandic>'
 */
 
-import*as B from"../../dist/human.esm.js";var l,R="human",g="person",p=(...t)=>console.log("indexdb",...t);async function v(){return l?!0:new Promise(t=>{let a=indexedDB.open(R,1);a.onerror=s=>p("error:",s),a.onupgradeneeded=s=>{p("create:",s.target),l=s.target.result,l.createObjectStore(g,{keyPath:"id",autoIncrement:!0})},a.onsuccess=s=>{l=s.target.result,p("open:",l),t(!0)}})}async function x(){let t=[];return l||await v(),new Promise(a=>{let s=l.transaction([g],"readwrite").objectStore(g).openCursor(null,"next");s.onerror=i=>p("load error:",i),s.onsuccess=i=>{i.target.result?(t.push(i.target.result.value),i.target.result.continue()):a(t)}})}async function y(){return l||await v(),new Promise(t=>{let a=l.transaction([g],"readwrite").objectStore(g).count();a.onerror=s=>p("count error:",s),a.onsuccess=()=>t(a.result)})}async function C(t){l||await v();let a={name:t.name,descriptor:t.descriptor,image:t.image};l.transaction([g],"readwrite").objectStore(g).put(a),p("save:",a)}async function D(t){l||await v(),l.transaction([g],"readwrite").objectStore(g).delete(t.id),p("delete:",t)}var b={modelBasePath:"../../models",filter:{equalization:!0},face:{enabled:!0,detector:{rotation:!0,return:!0,cropFactor:1.6,mask:!1},description:{enabled:!0},iris:{enabled:!0},emotion:{enabled:!1},antispoof:{enabled:!0},liveness:{enabled:!0}},body:{enabled:!1},hand:{enabled:!1},object:{enabled:!1},gesture:{enabled:!0}},E={order:2,multiplier:25,min:.2,max:.8},c={minConfidence:.6,minSize:224,maxTime:1e4,blinkMin:10,blinkMax:800,threshold:.5,mask:b.face.detector.mask,rotation:b.face.detector.rotation,cropFactor:b.face.detector.cropFactor,...E},o={faceCount:!1,faceConfidence:!1,facingCenter:!1,lookingCenter:!1,blinkDetected:!1,faceSize:!1,antispoofCheck:!1,livenessCheck:!1,elapsedMs:0},I=()=>o.faceCount&&o.faceSize&&o.blinkDetected&&o.facingCenter&&o.lookingCenter&&o.faceConfidence&&o.antispoofCheck&&o.livenessCheck,r={face:null,record:null},u={start:0,end:0,time:0},n=new B.Human(b);n.env.perfadd=!1;n.draw.options.font='small-caps 18px "Lato"';n.draw.options.lineHeight=20;var e={video:document.getElementById("video"),canvas:document.getElementById("canvas"),log:document.getElementById("log"),fps:document.getElementById("fps"),match:document.getElementById("match"),name:document.getElementById("name"),save:document.getElementById("save"),delete:document.getElementById("delete"),retry:document.getElementById("retry"),source:document.getElementById("source"),ok:document.getElementById("ok")},w={detect:0,draw:0},h={detect:0,draw:0},S=0,f=(...t)=>{e.log.innerText+=t.join(" ")+`
-`,console.log(...t)},k=t=>e.fps.innerText=t;async function H(){k("starting webcam...");let t={audio:!1,video:{facingMode:"user",resizeMode:"none",width:{ideal:document.body.clientWidth}}},a=await navigator.mediaDevices.getUserMedia(t),s=new Promise(i=>{e.video.onloadeddata=()=>i(!0)});e.video.srcObject=a,e.video.play(),await s,e.canvas.width=e.video.videoWidth,e.canvas.height=e.video.videoHeight,n.env.initial&&f("video:",e.video.videoWidth,e.video.videoHeight,"|",a.getVideoTracks()[0].label),e.canvas.onclick=()=>{e.video.paused?e.video.play():e.video.pause()}}async function T(){var t;if(!e.video.paused){(t=r.face)!=null&&t.tensor&&n.tf.dispose(r.face.tensor),await n.detect(e.video);let a=n.now();h.detect=1e3/(a-w.detect),w.detect=a,requestAnimationFrame(T)}}async function L(){let t=n.next(n.result);n.draw.canvas(e.video,e.canvas),await n.draw.all(e.canvas,t);let a=n.now();if(h.draw=1e3/(a-w.draw),w.draw=a,k(`fps: ${h.detect.toFixed(1).padStart(5," ")} detect | ${h.draw.toFixed(1).padStart(5," ")} draw`),o.faceCount=n.result.face.length===1,o.faceCount){let i=Object.values(n.result.gesture).map(m=>m.gesture);(i.includes("blink left eye")||i.includes("blink right eye"))&&(u.start=n.now()),u.start>0&&!i.includes("blink left eye")&&!i.includes("blink right eye")&&(u.end=n.now()),o.blinkDetected=o.blinkDetected||Math.abs(u.end-u.start)>c.blinkMin&&Math.abs(u.end-u.start)<c.blinkMax,o.blinkDetected&&u.time===0&&(u.time=Math.trunc(u.end-u.start)),o.facingCenter=i.includes("facing center"),o.lookingCenter=i.includes("looking center"),o.faceConfidence=(n.result.face[0].boxScore||0)>c.minConfidence&&(n.result.face[0].faceScore||0)>c.minConfidence,o.antispoofCheck=(n.result.face[0].real||0)>c.minConfidence,o.livenessCheck=(n.result.face[0].live||0)>c.minConfidence,o.faceSize=n.result.face[0].box[2]>=c.minSize&&n.result.face[0].box[3]>=c.minSize}let s=32;for(let[i,m]of Object.entries(o)){let d=document.getElementById(`ok-${i}`);d||(d=document.createElement("div"),d.innerText=i,d.className="ok",d.style.top=`${s}px`,e.ok.appendChild(d)),typeof m=="boolean"?d.style.backgroundColor=m?"lightgreen":"lightcoral":d.innerText=`${i}:${m}`,s+=28}return I()||o.elapsedMs>c.maxTime?(e.video.pause(),n.result.face[0]):(o.elapsedMs=Math.trunc(n.now()-S),new Promise(i=>{setTimeout(async()=>{await L(),i(n.result.face[0])},30)}))}async function z(){var t,a,s,i;if(e.name.value.length>0){let m=(t=e.canvas.getContext("2d"))==null?void 0:t.getImageData(0,0,e.canvas.width,e.canvas.height),d={id:0,name:e.name.value,descriptor:(a=r.face)==null?void 0:a.embedding,image:m};await C(d),f("saved face record:",d.name,"descriptor length:",(i=(s=r.face)==null?void 0:s.embedding)==null?void 0:i.length),f("known face records:",await y())}else f("invalid name")}async function P(){r.record&&r.record.id>0&&await D(r.record)}async function j(){var i,m;if((i=e.canvas.getContext("2d"))==null||i.clearRect(0,0,c.minSize,c.minSize),!r.face||!r.face.tensor||!r.face.embedding)return!1;if(console.log("face record:",r.face),n.tf.browser.toPixels(r.face.tensor,e.canvas),await y()===0)return f("face database is empty"),document.body.style.background="black",e.delete.style.display="none",!1;let t=await x(),a=t.map(d=>d.descriptor).filter(d=>d.length>0),s=n.match(r.face.embedding,a,E);return r.record=t[s.index]||null,r.record&&(f(`best match: ${r.record.name} | id: ${r.record.id} | similarity: ${Math.round(1e3*s.similarity)/10}%`),e.name.value=r.record.name,e.source.style.display="",(m=e.source.getContext("2d"))==null||m.putImageData(r.record.image,0,0)),document.body.style.background=s.similarity>c.threshold?"darkgreen":"maroon",s.similarity>c.threshold}async function M(){var t,a;return o.faceCount=!1,o.faceConfidence=!1,o.facingCenter=!1,o.blinkDetected=!1,o.faceSize=!1,o.antispoofCheck=!1,o.livenessCheck=!1,o.elapsedMs=0,e.match.style.display="none",e.retry.style.display="none",e.source.style.display="none",document.body.style.background="black",await H(),await T(),S=n.now(),r.face=await L(),e.canvas.width=((t=r.face.tensor)==null?void 0:t.shape[1])||c.minSize,e.canvas.height=((a=r.face.tensor)==null?void 0:a.shape[0])||c.minSize,e.source.width=e.canvas.width,e.source.height=e.canvas.height,e.canvas.style.width="",e.match.style.display="flex",e.save.style.display="flex",e.delete.style.display="flex",e.retry.style.display="block",I()?j():(f("did not find valid face"),!1)}async function q(){var t,a;f("human version:",n.version,"| tfjs version:",n.tf.version["tfjs-core"]),f("face embedding model:",b.face.description.enabled?"faceres":"",(t=b.face.mobilefacenet)!=null&&t.enabled?"mobilefacenet":"",(a=b.face.insightface)!=null&&a.enabled?"insightface":""),f("options:",JSON.stringify(c).replace(/{|}|"|\[|\]/g,"").replace(/,/g," ")),k("loading..."),f("known face records:",await y()),await H(),await n.load(),k("initializing..."),e.retry.addEventListener("click",M),e.save.addEventListener("click",z),e.delete.addEventListener("click",P),await n.warmup(),await M()}window.onload=q;
+import*as I from"../../dist/human.esm.js";var l,z="human",g="person",p=(...t)=>console.log("indexdb",...t);async function v(){return l?!0:new Promise(t=>{let n=indexedDB.open(z,1);n.onerror=r=>p("error:",r),n.onupgradeneeded=r=>{p("create:",r.target),l=r.target.result,l.createObjectStore(g,{keyPath:"id",autoIncrement:!0})},n.onsuccess=r=>{l=r.target.result,p("open:",l),t(!0)}})}async function D(){let t=[];return l||await v(),new Promise(n=>{let r=l.transaction([g],"readwrite").objectStore(g).openCursor(null,"next");r.onerror=i=>p("load error:",i),r.onsuccess=i=>{i.target.result?(t.push(i.target.result.value),i.target.result.continue()):n(t)}})}async function y(){return l||await v(),new Promise(t=>{let n=l.transaction([g],"readwrite").objectStore(g).count();n.onerror=r=>p("count error:",r),n.onsuccess=()=>t(n.result)})}async function M(t){l||await v();let n={name:t.name,descriptor:t.descriptor,image:t.image};l.transaction([g],"readwrite").objectStore(g).put(n),p("save:",n)}async function B(t){l||await v(),l.transaction([g],"readwrite").objectStore(g).delete(t.id),p("delete:",t)}var b={modelBasePath:"../../models",filter:{equalization:!0},face:{enabled:!0,detector:{rotation:!0,return:!0,cropFactor:1.6,mask:!1},description:{enabled:!0},iris:{enabled:!0},emotion:{enabled:!1},antispoof:{enabled:!0},liveness:{enabled:!0}},body:{enabled:!1},hand:{enabled:!1},object:{enabled:!1},gesture:{enabled:!0}},S={order:2,multiplier:25,min:.2,max:.8},c={minConfidence:.6,minSize:224,maxTime:1e4,blinkMin:10,blinkMax:800,threshold:.5,mask:b.face.detector.mask,rotation:b.face.detector.rotation,cropFactor:b.face.detector.cropFactor,...S},o={faceCount:!1,faceConfidence:!1,facingCenter:!1,lookingCenter:!1,blinkDetected:!1,faceSize:!1,antispoofCheck:!1,livenessCheck:!1,elapsedMs:0},H=()=>o.faceCount&&o.faceSize&&o.blinkDetected&&o.facingCenter&&o.lookingCenter&&o.faceConfidence&&o.antispoofCheck&&o.livenessCheck,s={face:null,record:null},f={start:0,end:0,time:0},a=new I.Human(b);a.env.perfadd=!1;a.draw.options.font='small-caps 18px "Lato"';a.draw.options.lineHeight=20;var e={video:document.getElementById("video"),canvas:document.getElementById("canvas"),log:document.getElementById("log"),fps:document.getElementById("fps"),match:document.getElementById("match"),name:document.getElementById("name"),save:document.getElementById("save"),delete:document.getElementById("delete"),retry:document.getElementById("retry"),source:document.getElementById("source"),ok:document.getElementById("ok")},w={detect:0,draw:0},h={detect:0,draw:0},T=0,u=(...t)=>{e.log.innerText+=t.join(" ")+`
+`,console.log(...t)},k=t=>e.fps.innerText=t;async function L(){k("starting webcam...");let t={audio:!1,video:{facingMode:"user",resizeMode:"none",width:{ideal:document.body.clientWidth}}},n=await navigator.mediaDevices.getUserMedia(t),r=new Promise(i=>{e.video.onloadeddata=()=>i(!0)});e.video.srcObject=n,e.video.play(),await r,e.canvas.width=e.video.videoWidth,e.canvas.height=e.video.videoHeight,a.env.initial&&u("video:",e.video.videoWidth,e.video.videoHeight,"|",n.getVideoTracks()[0].label),e.canvas.onclick=()=>{e.video.paused?e.video.play():e.video.pause()}}async function R(){var t;if(!e.video.paused){(t=s.face)!=null&&t.tensor&&a.tf.dispose(s.face.tensor),await a.detect(e.video);let n=a.now();h.detect=1e3/(n-w.detect),w.detect=n,requestAnimationFrame(R)}}async function F(){let t=a.next(a.result);a.draw.canvas(e.video,e.canvas),await a.draw.all(e.canvas,t);let n=a.now();if(h.draw=1e3/(n-w.draw),w.draw=n,k(`fps: ${h.detect.toFixed(1).padStart(5," ")} detect | ${h.draw.toFixed(1).padStart(5," ")} draw`),o.faceCount=a.result.face.length===1,o.faceCount){let i=Object.values(a.result.gesture).map(m=>m.gesture);(i.includes("blink left eye")||i.includes("blink right eye"))&&(f.start=a.now()),f.start>0&&!i.includes("blink left eye")&&!i.includes("blink right eye")&&(f.end=a.now()),o.blinkDetected=o.blinkDetected||Math.abs(f.end-f.start)>c.blinkMin&&Math.abs(f.end-f.start)<c.blinkMax,o.blinkDetected&&f.time===0&&(f.time=Math.trunc(f.end-f.start)),o.facingCenter=i.includes("facing center"),o.lookingCenter=i.includes("looking center"),o.faceConfidence=(a.result.face[0].boxScore||0)>c.minConfidence&&(a.result.face[0].faceScore||0)>c.minConfidence,o.antispoofCheck=(a.result.face[0].real||0)>c.minConfidence,o.livenessCheck=(a.result.face[0].live||0)>c.minConfidence,o.faceSize=a.result.face[0].box[2]>=c.minSize&&a.result.face[0].box[3]>=c.minSize}let r=32;for(let[i,m]of Object.entries(o)){let d=document.getElementById(`ok-${i}`);d||(d=document.createElement("div"),d.innerText=i,d.className="ok",d.style.top=`${r}px`,e.ok.appendChild(d)),typeof m=="boolean"?d.style.backgroundColor=m?"lightgreen":"lightcoral":d.innerText=`${i}:${m}`,r+=28}return H()||o.elapsedMs>c.maxTime?(e.video.pause(),a.result.face[0]):(o.elapsedMs=Math.trunc(a.now()-T),new Promise(i=>{setTimeout(async()=>{await F(),i(a.result.face[0])},30)}))}async function j(){var t,n,r,i;if(e.name.value.length>0){let m=(t=e.canvas.getContext("2d"))==null?void 0:t.getImageData(0,0,e.canvas.width,e.canvas.height),d={id:0,name:e.name.value,descriptor:(n=s.face)==null?void 0:n.embedding,image:m};await M(d),u("saved face record:",d.name,"descriptor length:",(i=(r=s.face)==null?void 0:r.embedding)==null?void 0:i.length),u("known face records:",await y())}else u("invalid name")}async function q(){s.record&&s.record.id>0&&await B(s.record)}async function O(){var i,m,d,C;if((i=e.canvas.getContext("2d"))==null||i.clearRect(0,0,c.minSize,c.minSize),!((m=s==null?void 0:s.face)!=null&&m.tensor)||!((d=s==null?void 0:s.face)!=null&&d.embedding))return!1;if(console.log("face record:",s.face),a.tf.browser.toPixels(s.face.tensor,e.canvas),await y()===0)return u("face database is empty"),document.body.style.background="black",e.delete.style.display="none",!1;let t=await D(),n=t.map(x=>x.descriptor).filter(x=>x.length>0),r=a.match(s.face.embedding,n,S);return s.record=t[r.index]||null,s.record&&(u(`best match: ${s.record.name} | id: ${s.record.id} | similarity: ${Math.round(1e3*r.similarity)/10}%`),e.name.value=s.record.name,e.source.style.display="",(C=e.source.getContext("2d"))==null||C.putImageData(s.record.image,0,0)),document.body.style.background=r.similarity>c.threshold?"darkgreen":"maroon",r.similarity>c.threshold}async function E(){var t,n;return o.faceCount=!1,o.faceConfidence=!1,o.facingCenter=!1,o.blinkDetected=!1,o.faceSize=!1,o.antispoofCheck=!1,o.livenessCheck=!1,o.elapsedMs=0,e.match.style.display="none",e.retry.style.display="none",e.source.style.display="none",document.body.style.background="black",await L(),await R(),T=a.now(),s.face=await F(),e.canvas.width=((t=s.face.tensor)==null?void 0:t.shape[1])||c.minSize,e.canvas.height=((n=s.face.tensor)==null?void 0:n.shape[0])||c.minSize,e.source.width=e.canvas.width,e.source.height=e.canvas.height,e.canvas.style.width="",e.match.style.display="flex",e.save.style.display="flex",e.delete.style.display="flex",e.retry.style.display="block",H()?O():(u("did not find valid face"),!1)}async function $(){var t,n;u("human version:",a.version,"| tfjs version:",a.tf.version["tfjs-core"]),u("face embedding model:",b.face.description.enabled?"faceres":"",(t=b.face.mobilefacenet)!=null&&t.enabled?"mobilefacenet":"",(n=b.face.insightface)!=null&&n.enabled?"insightface":""),u("options:",JSON.stringify(c).replace(/{|}|"|\[|\]/g,"").replace(/,/g," ")),k("loading..."),u("known face records:",await y()),await L(),await a.load(),k("initializing..."),e.retry.addEventListener("click",E),e.save.addEventListener("click",j),e.delete.addEventListener("click",q),await a.warmup(),await E()}window.onload=$;
 //# sourceMappingURL=index.js.map
diff --git a/demo/faceid/index.js.map b/demo/faceid/index.js.map
index c448e0ee..d9e1c020 100644
--- a/demo/faceid/index.js.map
+++ b/demo/faceid/index.js.map
@@ -1,7 +1,7 @@
 {
   "version": 3,
   "sources": ["index.ts", "indexdb.ts"],
-  "sourcesContent": ["/**\n * Human demo for browsers\n * @default Human Library\n * @summary <https://github.com/vladmandic/human>\n * @author <https://github.com/vladmandic>\n * @copyright <https://github.com/vladmandic>\n * @license MIT\n */\n\nimport * as H from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human\nimport * as indexDb from './indexdb'; // methods to deal with indexdb\n\nconst humanConfig = { // user configuration for human, used to fine-tune behavior\n  modelBasePath: '../../models',\n  filter: { equalization: true }, // lets run with histogram equilizer\n  face: {\n    enabled: true,\n    detector: { rotation: true, return: true, cropFactor: 1.6, mask: false }, // return tensor is used to get detected face image\n    description: { enabled: true }, // default model for face descriptor extraction is faceres\n    // mobilefacenet: { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/mobilefacenet.json' }, // alternative model\n    // insightface: { enabled: true, modelPath: 'https://vladmandic.github.io/insightface/models/insightface-mobilenet-swish.json' }, // alternative model\n    iris: { enabled: true }, // needed to determine gaze direction\n    emotion: { enabled: false }, // not needed\n    antispoof: { enabled: true }, // enable optional antispoof module\n    liveness: { enabled: true }, // enable optional liveness module\n  },\n  body: { enabled: false },\n  hand: { enabled: false },\n  object: { enabled: false },\n  gesture: { enabled: true }, // parses face and iris gestures\n};\n\n// const matchOptions = { order: 2, multiplier: 1000, min: 0.0, max: 1.0 }; // for embedding model\nconst matchOptions = { order: 2, multiplier: 25, min: 0.2, max: 0.8 }; // for faceres model\n\nconst options = {\n  minConfidence: 0.6, // overal face confidence for box, face, gender, real, live\n  minSize: 224, // min input to face descriptor model before degradation\n  maxTime: 10000, // max time before giving up\n  blinkMin: 10, // minimum duration of a valid blink\n  blinkMax: 800, // maximum duration of a valid blink\n  threshold: 0.5, // minimum similarity\n  mask: humanConfig.face.detector.mask,\n  rotation: humanConfig.face.detector.rotation,\n  cropFactor: humanConfig.face.detector.cropFactor,\n  ...matchOptions,\n};\n\nconst ok = { // must meet all rules\n  faceCount: false,\n  faceConfidence: false,\n  facingCenter: false,\n  lookingCenter: false,\n  blinkDetected: false,\n  faceSize: false,\n  antispoofCheck: false,\n  livenessCheck: false,\n  elapsedMs: 0, // total time while waiting for valid face\n};\nconst allOk = () => ok.faceCount && ok.faceSize && ok.blinkDetected && ok.facingCenter && ok.lookingCenter && ok.faceConfidence && ok.antispoofCheck && ok.livenessCheck;\nconst current: { face: H.FaceResult | null, record: indexDb.FaceRecord | null } = { face: null, record: null }; // current face record and matched database record\n\nconst blink = { // internal timers for blink start/end/duration\n  start: 0,\n  end: 0,\n  time: 0,\n};\n\n// let db: Array<{ name: string, source: string, embedding: number[] }> = []; // holds loaded face descriptor database\nconst human = new H.Human(humanConfig); // create instance of human with overrides from user configuration\n\nhuman.env.perfadd = false; // is performance data showing instant or total values\nhuman.draw.options.font = 'small-caps 18px \"Lato\"'; // set font used to draw labels when using draw methods\nhuman.draw.options.lineHeight = 20;\n\nconst dom = { // grab instances of dom objects so we dont have to look them up later\n  video: document.getElementById('video') as HTMLVideoElement,\n  canvas: document.getElementById('canvas') as HTMLCanvasElement,\n  log: document.getElementById('log') as HTMLPreElement,\n  fps: document.getElementById('fps') as HTMLPreElement,\n  match: document.getElementById('match') as HTMLDivElement,\n  name: document.getElementById('name') as HTMLInputElement,\n  save: document.getElementById('save') as HTMLSpanElement,\n  delete: document.getElementById('delete') as HTMLSpanElement,\n  retry: document.getElementById('retry') as HTMLDivElement,\n  source: document.getElementById('source') as HTMLCanvasElement,\n  ok: document.getElementById('ok') as HTMLDivElement,\n};\nconst timestamp = { detect: 0, draw: 0 }; // holds information used to calculate performance and possible memory leaks\nconst fps = { detect: 0, draw: 0 }; // holds calculated fps information for both detect and screen refresh\nlet startTime = 0;\n\nconst log = (...msg) => { // helper method to output messages\n  dom.log.innerText += msg.join(' ') + '\\n';\n  console.log(...msg); // eslint-disable-line no-console\n};\nconst printFPS = (msg) => dom.fps.innerText = msg; // print status element\n\nasync function webCam() { // initialize webcam\n  printFPS('starting webcam...');\n  // @ts-ignore resizeMode is not yet defined in tslib\n  const cameraOptions: MediaStreamConstraints = { audio: false, video: { facingMode: 'user', resizeMode: 'none', width: { ideal: document.body.clientWidth } } };\n  const stream: MediaStream = await navigator.mediaDevices.getUserMedia(cameraOptions);\n  const ready = new Promise((resolve) => { dom.video.onloadeddata = () => resolve(true); });\n  dom.video.srcObject = stream;\n  void dom.video.play();\n  await ready;\n  dom.canvas.width = dom.video.videoWidth;\n  dom.canvas.height = dom.video.videoHeight;\n  if (human.env.initial) log('video:', dom.video.videoWidth, dom.video.videoHeight, '|', stream.getVideoTracks()[0].label);\n  dom.canvas.onclick = () => { // pause when clicked on screen and resume on next click\n    if (dom.video.paused) void dom.video.play();\n    else dom.video.pause();\n  };\n}\n\nasync function detectionLoop() { // main detection loop\n  if (!dom.video.paused) {\n    if (current.face?.tensor) human.tf.dispose(current.face.tensor); // dispose previous tensor\n    await human.detect(dom.video); // actual detection; were not capturing output in a local variable as it can also be reached via human.result\n    const now = human.now();\n    fps.detect = 1000 / (now - timestamp.detect);\n    timestamp.detect = now;\n    requestAnimationFrame(detectionLoop); // start new frame immediately\n  }\n}\n\nasync function validationLoop(): Promise<H.FaceResult> { // main screen refresh loop\n  const interpolated = human.next(human.result); // smoothen result using last-known results\n  human.draw.canvas(dom.video, dom.canvas); // draw canvas to screen\n  await human.draw.all(dom.canvas, interpolated); // draw labels, boxes, lines, etc.\n  const now = human.now();\n  fps.draw = 1000 / (now - timestamp.draw);\n  timestamp.draw = now;\n  printFPS(`fps: ${fps.detect.toFixed(1).padStart(5, ' ')} detect | ${fps.draw.toFixed(1).padStart(5, ' ')} draw`); // write status\n  ok.faceCount = human.result.face.length === 1; // must be exactly detected face\n  if (ok.faceCount) { // skip the rest if no face\n    const gestures: string[] = Object.values(human.result.gesture).map((gesture: H.GestureResult) => gesture.gesture); // flatten all gestures\n    if (gestures.includes('blink left eye') || gestures.includes('blink right eye')) blink.start = human.now(); // blink starts when eyes get closed\n    if (blink.start > 0 && !gestures.includes('blink left eye') && !gestures.includes('blink right eye')) blink.end = human.now(); // if blink started how long until eyes are back open\n    ok.blinkDetected = ok.blinkDetected || (Math.abs(blink.end - blink.start) > options.blinkMin && Math.abs(blink.end - blink.start) < options.blinkMax);\n    if (ok.blinkDetected && blink.time === 0) blink.time = Math.trunc(blink.end - blink.start);\n    ok.facingCenter = gestures.includes('facing center');\n    ok.lookingCenter = gestures.includes('looking center'); // must face camera and look at camera\n    ok.faceConfidence = (human.result.face[0].boxScore || 0) > options.minConfidence && (human.result.face[0].faceScore || 0) > options.minConfidence;\n    ok.antispoofCheck = (human.result.face[0].real || 0) > options.minConfidence;\n    ok.livenessCheck = (human.result.face[0].live || 0) > options.minConfidence;\n    ok.faceSize = human.result.face[0].box[2] >= options.minSize && human.result.face[0].box[3] >= options.minSize;\n  }\n  let y = 32;\n  for (const [key, val] of Object.entries(ok)) {\n    let el = document.getElementById(`ok-${key}`);\n    if (!el) {\n      el = document.createElement('div');\n      el.innerText = key;\n      el.className = 'ok';\n      el.style.top = `${y}px`;\n      dom.ok.appendChild(el);\n    }\n    if (typeof val === 'boolean') el.style.backgroundColor = val ? 'lightgreen' : 'lightcoral';\n    else el.innerText = `${key}:${val}`;\n    y += 28;\n  }\n  if (allOk()) { // all criteria met\n    dom.video.pause();\n    return human.result.face[0];\n  }\n  if (ok.elapsedMs > options.maxTime) { // give up\n    dom.video.pause();\n    return human.result.face[0];\n  }\n  // run again\n  ok.elapsedMs = Math.trunc(human.now() - startTime);\n  return new Promise((resolve) => {\n    setTimeout(async () => {\n      await validationLoop(); // run validation loop until conditions are met\n      resolve(human.result.face[0]); // recursive promise resolve\n    }, 30); // use to slow down refresh from max refresh rate to target of 30 fps\n  });\n}\n\nasync function saveRecords() {\n  if (dom.name.value.length > 0) {\n    const image = dom.canvas.getContext('2d')?.getImageData(0, 0, dom.canvas.width, dom.canvas.height) as ImageData;\n    const rec = { id: 0, name: dom.name.value, descriptor: current.face?.embedding as number[], image };\n    await indexDb.save(rec);\n    log('saved face record:', rec.name, 'descriptor length:', current.face?.embedding?.length);\n    log('known face records:', await indexDb.count());\n  } else {\n    log('invalid name');\n  }\n}\n\nasync function deleteRecord() {\n  if (current.record && current.record.id > 0) {\n    await indexDb.remove(current.record);\n  }\n}\n\nasync function detectFace() {\n  dom.canvas.getContext('2d')?.clearRect(0, 0, options.minSize, options.minSize);\n  if (!current.face || !current.face.tensor || !current.face.embedding) return false;\n  console.log('face record:', current.face); // eslint-disable-line no-console\n  human.tf.browser.toPixels(current.face.tensor as unknown as H.TensorLike, dom.canvas);\n  if (await indexDb.count() === 0) {\n    log('face database is empty');\n    document.body.style.background = 'black';\n    dom.delete.style.display = 'none';\n    return false;\n  }\n  const db = await indexDb.load();\n  const descriptors = db.map((rec) => rec.descriptor).filter((desc) => desc.length > 0);\n  const res = human.match(current.face.embedding, descriptors, matchOptions);\n  current.record = db[res.index] || null;\n  if (current.record) {\n    log(`best match: ${current.record.name} | id: ${current.record.id} | similarity: ${Math.round(1000 * res.similarity) / 10}%`);\n    dom.name.value = current.record.name;\n    dom.source.style.display = '';\n    dom.source.getContext('2d')?.putImageData(current.record.image, 0, 0);\n  }\n  document.body.style.background = res.similarity > options.threshold ? 'darkgreen' : 'maroon';\n  return res.similarity > options.threshold;\n}\n\nasync function main() { // main entry point\n  ok.faceCount = false;\n  ok.faceConfidence = false;\n  ok.facingCenter = false;\n  ok.blinkDetected = false;\n  ok.faceSize = false;\n  ok.antispoofCheck = false;\n  ok.livenessCheck = false;\n  ok.elapsedMs = 0;\n  dom.match.style.display = 'none';\n  dom.retry.style.display = 'none';\n  dom.source.style.display = 'none';\n  document.body.style.background = 'black';\n  await webCam();\n  await detectionLoop(); // start detection loop\n  startTime = human.now();\n  current.face = await validationLoop(); // start validation loop\n  dom.canvas.width = current.face.tensor?.shape[1] || options.minSize;\n  dom.canvas.height = current.face.tensor?.shape[0] || options.minSize;\n  dom.source.width = dom.canvas.width;\n  dom.source.height = dom.canvas.height;\n  dom.canvas.style.width = '';\n  dom.match.style.display = 'flex';\n  dom.save.style.display = 'flex';\n  dom.delete.style.display = 'flex';\n  dom.retry.style.display = 'block';\n  if (!allOk()) { // is all criteria met?\n    log('did not find valid face');\n    return false;\n  }\n  return detectFace();\n}\n\nasync function init() {\n  log('human version:', human.version, '| tfjs version:', human.tf.version['tfjs-core']);\n  log('face embedding model:', humanConfig.face.description.enabled ? 'faceres' : '', humanConfig.face['mobilefacenet']?.enabled ? 'mobilefacenet' : '', humanConfig.face['insightface']?.enabled ? 'insightface' : '');\n  log('options:', JSON.stringify(options).replace(/{|}|\"|\\[|\\]/g, '').replace(/,/g, ' '));\n  printFPS('loading...');\n  log('known face records:', await indexDb.count());\n  await webCam(); // start webcam\n  await human.load(); // preload all models\n  printFPS('initializing...');\n  dom.retry.addEventListener('click', main);\n  dom.save.addEventListener('click', saveRecords);\n  dom.delete.addEventListener('click', deleteRecord);\n  await human.warmup(); // warmup function to initialize backend for future faster detection\n  await main();\n}\n\nwindow.onload = init;\n", "let db: IDBDatabase; // instance of indexdb\n\nconst database = 'human';\nconst table = 'person';\n\nexport interface FaceRecord { id: number, name: string, descriptor: number[], image: ImageData }\n\nconst log = (...msg) => console.log('indexdb', ...msg); // eslint-disable-line no-console\n\nexport async function open() {\n  if (db) return true;\n  return new Promise((resolve) => {\n    const request: IDBOpenDBRequest = indexedDB.open(database, 1);\n    request.onerror = (evt) => log('error:', evt);\n    request.onupgradeneeded = (evt: IDBVersionChangeEvent) => { // create if doesnt exist\n      log('create:', evt.target);\n      db = (evt.target as IDBOpenDBRequest).result;\n      db.createObjectStore(table, { keyPath: 'id', autoIncrement: true });\n    };\n    request.onsuccess = (evt) => { // open\n      db = (evt.target as IDBOpenDBRequest).result;\n      log('open:', db);\n      resolve(true);\n    };\n  });\n}\n\nexport async function load(): Promise<FaceRecord[]> {\n  const faceDB: FaceRecord[] = [];\n  if (!db) await open(); // open or create if not already done\n  return new Promise((resolve) => {\n    const cursor: IDBRequest = db.transaction([table], 'readwrite').objectStore(table).openCursor(null, 'next');\n    cursor.onerror = (evt) => log('load error:', evt);\n    cursor.onsuccess = (evt) => {\n      if ((evt.target as IDBRequest).result) {\n        faceDB.push((evt.target as IDBRequest).result.value);\n        (evt.target as IDBRequest).result.continue();\n      } else {\n        resolve(faceDB);\n      }\n    };\n  });\n}\n\nexport async function count(): Promise<number> {\n  if (!db) await open(); // open or create if not already done\n  return new Promise((resolve) => {\n    const store: IDBRequest = db.transaction([table], 'readwrite').objectStore(table).count();\n    store.onerror = (evt) => log('count error:', evt);\n    store.onsuccess = () => resolve(store.result);\n  });\n}\n\nexport async function save(faceRecord: FaceRecord) {\n  if (!db) await open(); // open or create if not already done\n  const newRecord = { name: faceRecord.name, descriptor: faceRecord.descriptor, image: faceRecord.image }; // omit id as its autoincrement\n  db.transaction([table], 'readwrite').objectStore(table).put(newRecord);\n  log('save:', newRecord);\n}\n\nexport async function remove(faceRecord: FaceRecord) {\n  if (!db) await open(); // open or create if not already done\n  db.transaction([table], 'readwrite').objectStore(table).delete(faceRecord.id); // delete based on id\n  log('delete:', faceRecord);\n}\n"],
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+  "sourcesContent": ["/**\n * Human demo for browsers\n * @default Human Library\n * @summary <https://github.com/vladmandic/human>\n * @author <https://github.com/vladmandic>\n * @copyright <https://github.com/vladmandic>\n * @license MIT\n */\n\nimport * as H from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human\nimport * as indexDb from './indexdb'; // methods to deal with indexdb\n\nconst humanConfig = { // user configuration for human, used to fine-tune behavior\n  modelBasePath: '../../models',\n  filter: { equalization: true }, // lets run with histogram equilizer\n  face: {\n    enabled: true,\n    detector: { rotation: true, return: true, cropFactor: 1.6, mask: false }, // return tensor is used to get detected face image\n    description: { enabled: true }, // default model for face descriptor extraction is faceres\n    // mobilefacenet: { enabled: true, modelPath: 'https://vladmandic.github.io/human-models/models/mobilefacenet.json' }, // alternative model\n    // insightface: { enabled: true, modelPath: 'https://vladmandic.github.io/insightface/models/insightface-mobilenet-swish.json' }, // alternative model\n    iris: { enabled: true }, // needed to determine gaze direction\n    emotion: { enabled: false }, // not needed\n    antispoof: { enabled: true }, // enable optional antispoof module\n    liveness: { enabled: true }, // enable optional liveness module\n  },\n  body: { enabled: false },\n  hand: { enabled: false },\n  object: { enabled: false },\n  gesture: { enabled: true }, // parses face and iris gestures\n};\n\n// const matchOptions = { order: 2, multiplier: 1000, min: 0.0, max: 1.0 }; // for embedding model\nconst matchOptions = { order: 2, multiplier: 25, min: 0.2, max: 0.8 }; // for faceres model\n\nconst options = {\n  minConfidence: 0.6, // overal face confidence for box, face, gender, real, live\n  minSize: 224, // min input to face descriptor model before degradation\n  maxTime: 10000, // max time before giving up\n  blinkMin: 10, // minimum duration of a valid blink\n  blinkMax: 800, // maximum duration of a valid blink\n  threshold: 0.5, // minimum similarity\n  mask: humanConfig.face.detector.mask,\n  rotation: humanConfig.face.detector.rotation,\n  cropFactor: humanConfig.face.detector.cropFactor,\n  ...matchOptions,\n};\n\nconst ok = { // must meet all rules\n  faceCount: false,\n  faceConfidence: false,\n  facingCenter: false,\n  lookingCenter: false,\n  blinkDetected: false,\n  faceSize: false,\n  antispoofCheck: false,\n  livenessCheck: false,\n  elapsedMs: 0, // total time while waiting for valid face\n};\nconst allOk = () => ok.faceCount && ok.faceSize && ok.blinkDetected && ok.facingCenter && ok.lookingCenter && ok.faceConfidence && ok.antispoofCheck && ok.livenessCheck;\nconst current: { face: H.FaceResult | null, record: indexDb.FaceRecord | null } = { face: null, record: null }; // current face record and matched database record\n\nconst blink = { // internal timers for blink start/end/duration\n  start: 0,\n  end: 0,\n  time: 0,\n};\n\n// let db: Array<{ name: string, source: string, embedding: number[] }> = []; // holds loaded face descriptor database\nconst human = new H.Human(humanConfig); // create instance of human with overrides from user configuration\n\nhuman.env.perfadd = false; // is performance data showing instant or total values\nhuman.draw.options.font = 'small-caps 18px \"Lato\"'; // set font used to draw labels when using draw methods\nhuman.draw.options.lineHeight = 20;\n\nconst dom = { // grab instances of dom objects so we dont have to look them up later\n  video: document.getElementById('video') as HTMLVideoElement,\n  canvas: document.getElementById('canvas') as HTMLCanvasElement,\n  log: document.getElementById('log') as HTMLPreElement,\n  fps: document.getElementById('fps') as HTMLPreElement,\n  match: document.getElementById('match') as HTMLDivElement,\n  name: document.getElementById('name') as HTMLInputElement,\n  save: document.getElementById('save') as HTMLSpanElement,\n  delete: document.getElementById('delete') as HTMLSpanElement,\n  retry: document.getElementById('retry') as HTMLDivElement,\n  source: document.getElementById('source') as HTMLCanvasElement,\n  ok: document.getElementById('ok') as HTMLDivElement,\n};\nconst timestamp = { detect: 0, draw: 0 }; // holds information used to calculate performance and possible memory leaks\nconst fps = { detect: 0, draw: 0 }; // holds calculated fps information for both detect and screen refresh\nlet startTime = 0;\n\nconst log = (...msg) => { // helper method to output messages\n  dom.log.innerText += msg.join(' ') + '\\n';\n  console.log(...msg); // eslint-disable-line no-console\n};\nconst printFPS = (msg) => dom.fps.innerText = msg; // print status element\n\nasync function webCam() { // initialize webcam\n  printFPS('starting webcam...');\n  // @ts-ignore resizeMode is not yet defined in tslib\n  const cameraOptions: MediaStreamConstraints = { audio: false, video: { facingMode: 'user', resizeMode: 'none', width: { ideal: document.body.clientWidth } } };\n  const stream: MediaStream = await navigator.mediaDevices.getUserMedia(cameraOptions);\n  const ready = new Promise((resolve) => { dom.video.onloadeddata = () => resolve(true); });\n  dom.video.srcObject = stream;\n  void dom.video.play();\n  await ready;\n  dom.canvas.width = dom.video.videoWidth;\n  dom.canvas.height = dom.video.videoHeight;\n  if (human.env.initial) log('video:', dom.video.videoWidth, dom.video.videoHeight, '|', stream.getVideoTracks()[0].label);\n  dom.canvas.onclick = () => { // pause when clicked on screen and resume on next click\n    if (dom.video.paused) void dom.video.play();\n    else dom.video.pause();\n  };\n}\n\nasync function detectionLoop() { // main detection loop\n  if (!dom.video.paused) {\n    if (current.face?.tensor) human.tf.dispose(current.face.tensor); // dispose previous tensor\n    await human.detect(dom.video); // actual detection; were not capturing output in a local variable as it can also be reached via human.result\n    const now = human.now();\n    fps.detect = 1000 / (now - timestamp.detect);\n    timestamp.detect = now;\n    requestAnimationFrame(detectionLoop); // start new frame immediately\n  }\n}\n\nasync function validationLoop(): Promise<H.FaceResult> { // main screen refresh loop\n  const interpolated = human.next(human.result); // smoothen result using last-known results\n  human.draw.canvas(dom.video, dom.canvas); // draw canvas to screen\n  await human.draw.all(dom.canvas, interpolated); // draw labels, boxes, lines, etc.\n  const now = human.now();\n  fps.draw = 1000 / (now - timestamp.draw);\n  timestamp.draw = now;\n  printFPS(`fps: ${fps.detect.toFixed(1).padStart(5, ' ')} detect | ${fps.draw.toFixed(1).padStart(5, ' ')} draw`); // write status\n  ok.faceCount = human.result.face.length === 1; // must be exactly detected face\n  if (ok.faceCount) { // skip the rest if no face\n    const gestures: string[] = Object.values(human.result.gesture).map((gesture: H.GestureResult) => gesture.gesture); // flatten all gestures\n    if (gestures.includes('blink left eye') || gestures.includes('blink right eye')) blink.start = human.now(); // blink starts when eyes get closed\n    if (blink.start > 0 && !gestures.includes('blink left eye') && !gestures.includes('blink right eye')) blink.end = human.now(); // if blink started how long until eyes are back open\n    ok.blinkDetected = ok.blinkDetected || (Math.abs(blink.end - blink.start) > options.blinkMin && Math.abs(blink.end - blink.start) < options.blinkMax);\n    if (ok.blinkDetected && blink.time === 0) blink.time = Math.trunc(blink.end - blink.start);\n    ok.facingCenter = gestures.includes('facing center');\n    ok.lookingCenter = gestures.includes('looking center'); // must face camera and look at camera\n    ok.faceConfidence = (human.result.face[0].boxScore || 0) > options.minConfidence && (human.result.face[0].faceScore || 0) > options.minConfidence;\n    ok.antispoofCheck = (human.result.face[0].real || 0) > options.minConfidence;\n    ok.livenessCheck = (human.result.face[0].live || 0) > options.minConfidence;\n    ok.faceSize = human.result.face[0].box[2] >= options.minSize && human.result.face[0].box[3] >= options.minSize;\n  }\n  let y = 32;\n  for (const [key, val] of Object.entries(ok)) {\n    let el = document.getElementById(`ok-${key}`);\n    if (!el) {\n      el = document.createElement('div');\n      el.innerText = key;\n      el.className = 'ok';\n      el.style.top = `${y}px`;\n      dom.ok.appendChild(el);\n    }\n    if (typeof val === 'boolean') el.style.backgroundColor = val ? 'lightgreen' : 'lightcoral';\n    else el.innerText = `${key}:${val}`;\n    y += 28;\n  }\n  if (allOk()) { // all criteria met\n    dom.video.pause();\n    return human.result.face[0];\n  }\n  if (ok.elapsedMs > options.maxTime) { // give up\n    dom.video.pause();\n    return human.result.face[0];\n  }\n  // run again\n  ok.elapsedMs = Math.trunc(human.now() - startTime);\n  return new Promise((resolve) => {\n    setTimeout(async () => {\n      await validationLoop(); // run validation loop until conditions are met\n      resolve(human.result.face[0]); // recursive promise resolve\n    }, 30); // use to slow down refresh from max refresh rate to target of 30 fps\n  });\n}\n\nasync function saveRecords() {\n  if (dom.name.value.length > 0) {\n    const image = dom.canvas.getContext('2d')?.getImageData(0, 0, dom.canvas.width, dom.canvas.height) as ImageData;\n    const rec = { id: 0, name: dom.name.value, descriptor: current.face?.embedding as number[], image };\n    await indexDb.save(rec);\n    log('saved face record:', rec.name, 'descriptor length:', current.face?.embedding?.length);\n    log('known face records:', await indexDb.count());\n  } else {\n    log('invalid name');\n  }\n}\n\nasync function deleteRecord() {\n  if (current.record && current.record.id > 0) {\n    await indexDb.remove(current.record);\n  }\n}\n\nasync function detectFace() {\n  dom.canvas.getContext('2d')?.clearRect(0, 0, options.minSize, options.minSize);\n  if (!current?.face?.tensor || !current?.face?.embedding) return false;\n  console.log('face record:', current.face); // eslint-disable-line no-console\n  human.tf.browser.toPixels(current.face.tensor as unknown as H.TensorLike, dom.canvas);\n  if (await indexDb.count() === 0) {\n    log('face database is empty');\n    document.body.style.background = 'black';\n    dom.delete.style.display = 'none';\n    return false;\n  }\n  const db = await indexDb.load();\n  const descriptors = db.map((rec) => rec.descriptor).filter((desc) => desc.length > 0);\n  const res = human.match(current.face.embedding, descriptors, matchOptions);\n  current.record = db[res.index] || null;\n  if (current.record) {\n    log(`best match: ${current.record.name} | id: ${current.record.id} | similarity: ${Math.round(1000 * res.similarity) / 10}%`);\n    dom.name.value = current.record.name;\n    dom.source.style.display = '';\n    dom.source.getContext('2d')?.putImageData(current.record.image, 0, 0);\n  }\n  document.body.style.background = res.similarity > options.threshold ? 'darkgreen' : 'maroon';\n  return res.similarity > options.threshold;\n}\n\nasync function main() { // main entry point\n  ok.faceCount = false;\n  ok.faceConfidence = false;\n  ok.facingCenter = false;\n  ok.blinkDetected = false;\n  ok.faceSize = false;\n  ok.antispoofCheck = false;\n  ok.livenessCheck = false;\n  ok.elapsedMs = 0;\n  dom.match.style.display = 'none';\n  dom.retry.style.display = 'none';\n  dom.source.style.display = 'none';\n  document.body.style.background = 'black';\n  await webCam();\n  await detectionLoop(); // start detection loop\n  startTime = human.now();\n  current.face = await validationLoop(); // start validation loop\n  dom.canvas.width = current.face.tensor?.shape[1] || options.minSize;\n  dom.canvas.height = current.face.tensor?.shape[0] || options.minSize;\n  dom.source.width = dom.canvas.width;\n  dom.source.height = dom.canvas.height;\n  dom.canvas.style.width = '';\n  dom.match.style.display = 'flex';\n  dom.save.style.display = 'flex';\n  dom.delete.style.display = 'flex';\n  dom.retry.style.display = 'block';\n  if (!allOk()) { // is all criteria met?\n    log('did not find valid face');\n    return false;\n  }\n  return detectFace();\n}\n\nasync function init() {\n  log('human version:', human.version, '| tfjs version:', human.tf.version['tfjs-core']);\n  log('face embedding model:', humanConfig.face.description.enabled ? 'faceres' : '', humanConfig.face['mobilefacenet']?.enabled ? 'mobilefacenet' : '', humanConfig.face['insightface']?.enabled ? 'insightface' : '');\n  log('options:', JSON.stringify(options).replace(/{|}|\"|\\[|\\]/g, '').replace(/,/g, ' '));\n  printFPS('loading...');\n  log('known face records:', await indexDb.count());\n  await webCam(); // start webcam\n  await human.load(); // preload all models\n  printFPS('initializing...');\n  dom.retry.addEventListener('click', main);\n  dom.save.addEventListener('click', saveRecords);\n  dom.delete.addEventListener('click', deleteRecord);\n  await human.warmup(); // warmup function to initialize backend for future faster detection\n  await main();\n}\n\nwindow.onload = init;\n", "let db: IDBDatabase; // instance of indexdb\n\nconst database = 'human';\nconst table = 'person';\n\nexport interface FaceRecord { id: number, name: string, descriptor: number[], image: ImageData }\n\nconst log = (...msg) => console.log('indexdb', ...msg); // eslint-disable-line no-console\n\nexport async function open() {\n  if (db) return true;\n  return new Promise((resolve) => {\n    const request: IDBOpenDBRequest = indexedDB.open(database, 1);\n    request.onerror = (evt) => log('error:', evt);\n    request.onupgradeneeded = (evt: IDBVersionChangeEvent) => { // create if doesnt exist\n      log('create:', evt.target);\n      db = (evt.target as IDBOpenDBRequest).result;\n      db.createObjectStore(table, { keyPath: 'id', autoIncrement: true });\n    };\n    request.onsuccess = (evt) => { // open\n      db = (evt.target as IDBOpenDBRequest).result;\n      log('open:', db);\n      resolve(true);\n    };\n  });\n}\n\nexport async function load(): Promise<FaceRecord[]> {\n  const faceDB: FaceRecord[] = [];\n  if (!db) await open(); // open or create if not already done\n  return new Promise((resolve) => {\n    const cursor: IDBRequest = db.transaction([table], 'readwrite').objectStore(table).openCursor(null, 'next');\n    cursor.onerror = (evt) => log('load error:', evt);\n    cursor.onsuccess = (evt) => {\n      if ((evt.target as IDBRequest).result) {\n        faceDB.push((evt.target as IDBRequest).result.value);\n        (evt.target as IDBRequest).result.continue();\n      } else {\n        resolve(faceDB);\n      }\n    };\n  });\n}\n\nexport async function count(): Promise<number> {\n  if (!db) await open(); // open or create if not already done\n  return new Promise((resolve) => {\n    const store: IDBRequest = db.transaction([table], 'readwrite').objectStore(table).count();\n    store.onerror = (evt) => log('count error:', evt);\n    store.onsuccess = () => resolve(store.result);\n  });\n}\n\nexport async function save(faceRecord: FaceRecord) {\n  if (!db) await open(); // open or create if not already done\n  const newRecord = { name: faceRecord.name, descriptor: faceRecord.descriptor, image: faceRecord.image }; // omit id as its autoincrement\n  db.transaction([table], 'readwrite').objectStore(table).put(newRecord);\n  log('save:', newRecord);\n}\n\nexport async function remove(faceRecord: FaceRecord) {\n  if (!db) await open(); // open or create if not already done\n  db.transaction([table], 'readwrite').objectStore(table).delete(faceRecord.id); // delete based on id\n  log('delete:', faceRecord);\n}\n"],
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   "names": ["H", "db", "database", "table", "log", "msg", "open", "resolve", "request", "evt", "load", "faceDB", "cursor", "count", "store", "save", "faceRecord", "newRecord", "remove", "humanConfig", "matchOptions", "options", "ok", "allOk", "current", "blink", "human", "dom", "timestamp", "fps", "startTime", "log", "msg", "printFPS", "webCam", "cameraOptions", "stream", "ready", "resolve", "detectionLoop", "_a", "now", "validationLoop", "interpolated", "gestures", "gesture", "y", "key", "val", "el", "saveRecords", "_b", "_c", "_d", "image", "rec", "save", "count", "deleteRecord", "remove", "detectFace", "db", "load", "descriptors", "desc", "res", "main", "init"]
 }
diff --git a/demo/faceid/index.ts b/demo/faceid/index.ts
index eaecb971..aea5028f 100644
--- a/demo/faceid/index.ts
+++ b/demo/faceid/index.ts
@@ -199,7 +199,7 @@ async function deleteRecord() {
 
 async function detectFace() {
   dom.canvas.getContext('2d')?.clearRect(0, 0, options.minSize, options.minSize);
-  if (!current.face || !current.face.tensor || !current.face.embedding) return false;
+  if (!current?.face?.tensor || !current?.face?.embedding) return false;
   console.log('face record:', current.face); // eslint-disable-line no-console
   human.tf.browser.toPixels(current.face.tensor as unknown as H.TensorLike, dom.canvas);
   if (await indexDb.count() === 0) {
diff --git a/demo/typescript/index.js.map b/demo/typescript/index.js.map
index c395667a..ca92fb46 100644
--- a/demo/typescript/index.js.map
+++ b/demo/typescript/index.js.map
@@ -1,7 +1,7 @@
 {
   "version": 3,
   "sources": ["index.ts"],
-  "sourcesContent": ["/**\n * Human demo for browsers\n * @default Human Library\n * @summary <https://github.com/vladmandic/human>\n * @author <https://github.com/vladmandic>\n * @copyright <https://github.com/vladmandic>\n * @license MIT\n */\n\nimport * as H from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human\n\nconst humanConfig: Partial<H.Config> = { // user configuration for human, used to fine-tune behavior\n  // backend: 'wasm' as const,\n  // wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.18.0/dist/',\n  // cacheSensitivity: 0,\n  async: false,\n  modelBasePath: '../../models',\n  filter: { enabled: true, equalization: false, flip: false },\n  face: { enabled: true, detector: { rotation: false }, mesh: { enabled: true }, attention: { enabled: false }, iris: { enabled: true }, description: { enabled: true }, emotion: { enabled: true } },\n  body: { enabled: true },\n  hand: { enabled: true },\n  object: { enabled: false },\n  gesture: { enabled: true },\n};\n\nconst human = new H.Human(humanConfig); // create instance of human with overrides from user configuration\n\nhuman.env.perfadd = false; // is performance data showing instant or total values\nhuman.draw.options.font = 'small-caps 18px \"Lato\"'; // set font used to draw labels when using draw methods\nhuman.draw.options.lineHeight = 20;\n// human.draw.options.fillPolygons = true;\n\nconst dom = { // grab instances of dom objects so we dont have to look them up later\n  video: document.getElementById('video') as HTMLVideoElement,\n  canvas: document.getElementById('canvas') as HTMLCanvasElement,\n  log: document.getElementById('log') as HTMLPreElement,\n  fps: document.getElementById('status') as HTMLPreElement,\n  perf: document.getElementById('performance') as HTMLDivElement,\n};\nconst timestamp = { detect: 0, draw: 0, tensors: 0, start: 0 }; // holds information used to calculate performance and possible memory leaks\nconst fps = { detectFPS: 0, drawFPS: 0, frames: 0, averageMs: 0 }; // holds calculated fps information for both detect and screen refresh\n\nconst log = (...msg) => { // helper method to output messages\n  dom.log.innerText += msg.join(' ') + '\\n';\n  console.log(...msg); // eslint-disable-line no-console\n};\nconst status = (msg) => dom.fps.innerText = msg; // print status element\nconst perf = (msg) => dom.perf.innerText = 'tensors:' + (human.tf.memory().numTensors as number).toString() + ' | performance: ' + JSON.stringify(msg).replace(/\"|{|}/g, '').replace(/,/g, ' | '); // print performance element\n\nasync function webCam() { // initialize webcam\n  status('starting webcam...');\n  // @ts-ignore resizeMode is not yet defined in tslib\n  const options: MediaStreamConstraints = { audio: false, video: { facingMode: 'user', resizeMode: 'none', width: { ideal: document.body.clientWidth }, height: { ideal: document.body.clientHeight } } };\n  const stream: MediaStream = await navigator.mediaDevices.getUserMedia(options);\n  const ready = new Promise((resolve) => { dom.video.onloadeddata = () => resolve(true); });\n  dom.video.srcObject = stream;\n  void dom.video.play();\n  await ready;\n  dom.canvas.width = dom.video.videoWidth;\n  dom.canvas.height = dom.video.videoHeight;\n  const track: MediaStreamTrack = stream.getVideoTracks()[0];\n  const capabilities: MediaTrackCapabilities | string = track.getCapabilities ? track.getCapabilities() : '';\n  const settings: MediaTrackSettings | string = track.getSettings ? track.getSettings() : '';\n  const constraints: MediaTrackConstraints | string = track.getConstraints ? track.getConstraints() : '';\n  log('video:', dom.video.videoWidth, dom.video.videoHeight, track.label, { stream, track, settings, constraints, capabilities });\n  dom.canvas.onclick = () => { // pause when clicked on screen and resume on next click\n    if (dom.video.paused) void dom.video.play();\n    else dom.video.pause();\n  };\n}\n\nasync function detectionLoop() { // main detection loop\n  if (!dom.video.paused) {\n    if (timestamp.start === 0) timestamp.start = human.now();\n    // log('profiling data:', await human.profile(dom.video));\n    await human.detect(dom.video); // actual detection; were not capturing output in a local variable as it can also be reached via human.result\n    const tensors = human.tf.memory().numTensors; // check current tensor usage for memory leaks\n    if (tensors - timestamp.tensors !== 0) log('allocated tensors:', tensors - timestamp.tensors); // printed on start and each time there is a tensor leak\n    timestamp.tensors = tensors;\n    fps.detectFPS = Math.round(1000 * 1000 / (human.now() - timestamp.detect)) / 1000;\n    fps.frames++;\n    fps.averageMs = Math.round(1000 * (human.now() - timestamp.start) / fps.frames) / 1000;\n    if (fps.frames % 100 === 0 && !dom.video.paused) log('performance', { ...fps, tensors: timestamp.tensors });\n  }\n  timestamp.detect = human.now();\n  requestAnimationFrame(detectionLoop); // start new frame immediately\n}\n\nasync function drawLoop() { // main screen refresh loop\n  if (!dom.video.paused) {\n    const interpolated = human.next(human.result); // smoothen result using last-known results\n    if (human.config.filter.flip) human.draw.canvas(interpolated.canvas as HTMLCanvasElement, dom.canvas); // draw processed image to screen canvas\n    else human.draw.canvas(dom.video, dom.canvas); // draw original video to screen canvas // better than using procesed image as this loop happens faster than processing loop\n    await human.draw.all(dom.canvas, interpolated); // draw labels, boxes, lines, etc.\n    perf(interpolated.performance); // write performance data\n  }\n  const now = human.now();\n  fps.drawFPS = Math.round(1000 * 1000 / (now - timestamp.draw)) / 1000;\n  timestamp.draw = now;\n  status(dom.video.paused ? 'paused' : `fps: ${fps.detectFPS.toFixed(1).padStart(5, ' ')} detect | ${fps.drawFPS.toFixed(1).padStart(5, ' ')} draw`); // write status\n  setTimeout(drawLoop, 30); // use to slow down refresh from max refresh rate to target of 30 fps\n}\n\nasync function main() { // main entry point\n  log('human version:', human.version, '| tfjs version:', human.tf.version['tfjs-core']);\n  log('platform:', human.env.platform, '| agent:', human.env.agent);\n  status('loading...');\n  await human.load(); // preload all models\n  log('backend:', human.tf.getBackend(), '| available:', human.env.backends);\n  log('models stats:', human.getModelStats());\n  log('models loaded:', Object.values(human.models).filter((model) => model !== null).length);\n  status('initializing...');\n  await human.warmup(); // warmup function to initialize backend for future faster detection\n  await webCam(); // start webcam\n  await detectionLoop(); // start detection loop\n  await drawLoop(); // start draw loop\n}\n\nwindow.onload = main;\n"],
+  "sourcesContent": ["/**\n * Human demo for browsers\n * @default Human Library\n * @summary <https://github.com/vladmandic/human>\n * @author <https://github.com/vladmandic>\n * @copyright <https://github.com/vladmandic>\n * @license MIT\n */\n\nimport * as H from '../../dist/human.esm.js'; // equivalent of @vladmandic/Human\n\nconst humanConfig: Partial<H.Config> = { // user configuration for human, used to fine-tune behavior\n  // backend: 'wasm' as const,\n  // wasmPath: 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@3.20.0/dist/',\n  // cacheSensitivity: 0,\n  async: false,\n  modelBasePath: '../../models',\n  filter: { enabled: true, equalization: false, flip: false },\n  face: { enabled: true, detector: { rotation: false }, mesh: { enabled: true }, attention: { enabled: false }, iris: { enabled: true }, description: { enabled: true }, emotion: { enabled: true } },\n  body: { enabled: true },\n  hand: { enabled: true },\n  object: { enabled: false },\n  gesture: { enabled: true },\n};\n\nconst human = new H.Human(humanConfig); // create instance of human with overrides from user configuration\n\nhuman.env.perfadd = false; // is performance data showing instant or total values\nhuman.draw.options.font = 'small-caps 18px \"Lato\"'; // set font used to draw labels when using draw methods\nhuman.draw.options.lineHeight = 20;\n// human.draw.options.fillPolygons = true;\n\nconst dom = { // grab instances of dom objects so we dont have to look them up later\n  video: document.getElementById('video') as HTMLVideoElement,\n  canvas: document.getElementById('canvas') as HTMLCanvasElement,\n  log: document.getElementById('log') as HTMLPreElement,\n  fps: document.getElementById('status') as HTMLPreElement,\n  perf: document.getElementById('performance') as HTMLDivElement,\n};\nconst timestamp = { detect: 0, draw: 0, tensors: 0, start: 0 }; // holds information used to calculate performance and possible memory leaks\nconst fps = { detectFPS: 0, drawFPS: 0, frames: 0, averageMs: 0 }; // holds calculated fps information for both detect and screen refresh\n\nconst log = (...msg) => { // helper method to output messages\n  dom.log.innerText += msg.join(' ') + '\\n';\n  console.log(...msg); // eslint-disable-line no-console\n};\nconst status = (msg) => dom.fps.innerText = msg; // print status element\nconst perf = (msg) => dom.perf.innerText = 'tensors:' + (human.tf.memory().numTensors as number).toString() + ' | performance: ' + JSON.stringify(msg).replace(/\"|{|}/g, '').replace(/,/g, ' | '); // print performance element\n\nasync function webCam() { // initialize webcam\n  status('starting webcam...');\n  // @ts-ignore resizeMode is not yet defined in tslib\n  const options: MediaStreamConstraints = { audio: false, video: { facingMode: 'user', resizeMode: 'none', width: { ideal: document.body.clientWidth }, height: { ideal: document.body.clientHeight } } };\n  const stream: MediaStream = await navigator.mediaDevices.getUserMedia(options);\n  const ready = new Promise((resolve) => { dom.video.onloadeddata = () => resolve(true); });\n  dom.video.srcObject = stream;\n  void dom.video.play();\n  await ready;\n  dom.canvas.width = dom.video.videoWidth;\n  dom.canvas.height = dom.video.videoHeight;\n  const track: MediaStreamTrack = stream.getVideoTracks()[0];\n  const capabilities: MediaTrackCapabilities | string = track.getCapabilities ? track.getCapabilities() : '';\n  const settings: MediaTrackSettings | string = track.getSettings ? track.getSettings() : '';\n  const constraints: MediaTrackConstraints | string = track.getConstraints ? track.getConstraints() : '';\n  log('video:', dom.video.videoWidth, dom.video.videoHeight, track.label, { stream, track, settings, constraints, capabilities });\n  dom.canvas.onclick = () => { // pause when clicked on screen and resume on next click\n    if (dom.video.paused) void dom.video.play();\n    else dom.video.pause();\n  };\n}\n\nasync function detectionLoop() { // main detection loop\n  if (!dom.video.paused) {\n    if (timestamp.start === 0) timestamp.start = human.now();\n    // log('profiling data:', await human.profile(dom.video));\n    await human.detect(dom.video); // actual detection; were not capturing output in a local variable as it can also be reached via human.result\n    const tensors = human.tf.memory().numTensors; // check current tensor usage for memory leaks\n    if (tensors - timestamp.tensors !== 0) log('allocated tensors:', tensors - timestamp.tensors); // printed on start and each time there is a tensor leak\n    timestamp.tensors = tensors;\n    fps.detectFPS = Math.round(1000 * 1000 / (human.now() - timestamp.detect)) / 1000;\n    fps.frames++;\n    fps.averageMs = Math.round(1000 * (human.now() - timestamp.start) / fps.frames) / 1000;\n    if (fps.frames % 100 === 0 && !dom.video.paused) log('performance', { ...fps, tensors: timestamp.tensors });\n  }\n  timestamp.detect = human.now();\n  requestAnimationFrame(detectionLoop); // start new frame immediately\n}\n\nasync function drawLoop() { // main screen refresh loop\n  if (!dom.video.paused) {\n    const interpolated = human.next(human.result); // smoothen result using last-known results\n    if (human.config.filter.flip) human.draw.canvas(interpolated.canvas as HTMLCanvasElement, dom.canvas); // draw processed image to screen canvas\n    else human.draw.canvas(dom.video, dom.canvas); // draw original video to screen canvas // better than using procesed image as this loop happens faster than processing loop\n    await human.draw.all(dom.canvas, interpolated); // draw labels, boxes, lines, etc.\n    perf(interpolated.performance); // write performance data\n  }\n  const now = human.now();\n  fps.drawFPS = Math.round(1000 * 1000 / (now - timestamp.draw)) / 1000;\n  timestamp.draw = now;\n  status(dom.video.paused ? 'paused' : `fps: ${fps.detectFPS.toFixed(1).padStart(5, ' ')} detect | ${fps.drawFPS.toFixed(1).padStart(5, ' ')} draw`); // write status\n  setTimeout(drawLoop, 30); // use to slow down refresh from max refresh rate to target of 30 fps\n}\n\nasync function main() { // main entry point\n  log('human version:', human.version, '| tfjs version:', human.tf.version['tfjs-core']);\n  log('platform:', human.env.platform, '| agent:', human.env.agent);\n  status('loading...');\n  await human.load(); // preload all models\n  log('backend:', human.tf.getBackend(), '| available:', human.env.backends);\n  log('models stats:', human.getModelStats());\n  log('models loaded:', Object.values(human.models).filter((model) => model !== null).length);\n  status('initializing...');\n  await human.warmup(); // warmup function to initialize backend for future faster detection\n  await webCam(); // start webcam\n  await detectionLoop(); // start detection loop\n  await drawLoop(); // start draw loop\n}\n\nwindow.onload = main;\n"],
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 }
diff --git a/package.json b/package.json
index 7ff1f240..d49f6d6a 100644
--- a/package.json
+++ b/package.json
@@ -78,26 +78,26 @@
     "@tensorflow/tfjs-tflite": "0.0.1-alpha.8",
     "@types/node": "^18.7.13",
     "@types/offscreencanvas": "^2019.7.0",
-    "@typescript-eslint/eslint-plugin": "^5.34.0",
-    "@typescript-eslint/parser": "^5.34.0",
-    "@vladmandic/build": "^0.7.10",
+    "@typescript-eslint/eslint-plugin": "^5.35.1",
+    "@typescript-eslint/parser": "^5.35.1",
+    "@vladmandic/build": "^0.7.11",
     "@vladmandic/pilogger": "^0.4.6",
     "@vladmandic/tfjs": "github:vladmandic/tfjs",
     "@webgpu/types": "^0.1.21",
     "canvas": "^2.9.3",
     "esbuild": "^0.15.5",
-    "eslint": "8.22.0",
+    "eslint": "8.23.0",
     "eslint-config-airbnb-base": "^15.0.0",
     "eslint-plugin-html": "^7.1.0",
     "eslint-plugin-import": "^2.26.0",
     "eslint-plugin-json": "^3.1.0",
     "eslint-plugin-node": "^11.1.0",
-    "eslint-plugin-promise": "^6.0.0",
+    "eslint-plugin-promise": "^6.0.1",
     "node-fetch": "^3.2.10",
     "rimraf": "^3.0.2",
     "seedrandom": "^3.0.5",
     "tslib": "^2.4.0",
-    "typedoc": "0.23.10",
-    "typescript": "4.7.4"
+    "typedoc": "0.23.11",
+    "typescript": "4.8.2"
   }
 }
diff --git a/test/build.log b/test/build.log
index 4a2ab08f..9922205f 100644
--- a/test/build.log
+++ b/test/build.log
@@ -1,39 +1,39 @@
-2022-08-24 08:07:27 DATA:  Build {"name":"@vladmandic/human","version":"2.9.4"} 
-2022-08-24 08:07:27 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.4"} 
-2022-08-24 08:07:27 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
-2022-08-24 08:07:27 INFO:  Toolchain: {"build":"0.7.10","esbuild":"0.15.5","typescript":"4.7.4","typedoc":"0.23.10","eslint":"8.22.0"} 
-2022-08-24 08:07:27 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
-2022-08-24 08:07:27 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":608} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":653111,"outputBytes":306819} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":612} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":653115,"outputBytes":306823} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":664} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":653167,"outputBytes":306873} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":358} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1088,"outputBytes":583} 
-2022-08-24 08:07:27 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":653086,"outputBytes":305692} 
-2022-08-24 08:07:28 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1344,"outputBytes":2879073} 
-2022-08-24 08:07:28 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3531576,"outputBytes":1706402} 
-2022-08-24 08:07:28 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3531576,"outputBytes":3154419} 
-2022-08-24 08:07:33 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":30} 
-2022-08-24 08:07:35 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true} 
-2022-08-24 08:07:35 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":3134} 
-2022-08-24 08:07:35 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15501,"outputBytes":7733} 
-2022-08-24 08:07:46 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":111,"errors":0,"warnings":0} 
-2022-08-24 08:07:47 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
-2022-08-24 08:07:47 STATE: Copy: {"input":"tfjs/tfjs.esm.d.ts"} 
-2022-08-24 08:07:47 INFO:  Done... 
-2022-08-24 08:07:47 STATE: API-Extractor: {"succeeeded":true,"errors":0,"warnings":198} 
-2022-08-24 08:07:47 STATE: Copy: {"input":"types/human.d.ts"} 
-2022-08-24 08:07:47 INFO:  Analyze models: {"folders":8,"result":"models/models.json"} 
-2022-08-24 08:07:47 STATE: Models {"folder":"./models","models":13} 
-2022-08-24 08:07:47 STATE: Models {"folder":"../human-models/models","models":42} 
-2022-08-24 08:07:47 STATE: Models {"folder":"../blazepose/model/","models":4} 
-2022-08-24 08:07:47 STATE: Models {"folder":"../anti-spoofing/model","models":1} 
-2022-08-24 08:07:47 STATE: Models {"folder":"../efficientpose/models","models":3} 
-2022-08-24 08:07:47 STATE: Models {"folder":"../insightface/models","models":5} 
-2022-08-24 08:07:47 STATE: Models {"folder":"../movenet/models","models":3} 
-2022-08-24 08:07:47 STATE: Models {"folder":"../nanodet/models","models":4} 
-2022-08-24 08:07:48 STATE: Models: {"count":57,"totalSize":383017442} 
-2022-08-24 08:07:48 INFO:  Human Build complete... {"logFile":"test/build.log"} 
+2022-08-28 13:08:21 DATA:  Build {"name":"@vladmandic/human","version":"2.9.4"} 
+2022-08-28 13:08:21 INFO:  Application: {"name":"@vladmandic/human","version":"2.9.4"} 
+2022-08-28 13:08:21 INFO:  Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true} 
+2022-08-28 13:08:21 INFO:  Toolchain: {"build":"0.7.11","esbuild":"0.15.5","typescript":"4.8.2","typedoc":"0.23.11","eslint":"8.23.0"} 
+2022-08-28 13:08:21 INFO:  Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]} 
+2022-08-28 13:08:21 STATE: Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":608} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":653111,"outputBytes":306819} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":612} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":653115,"outputBytes":306823} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":664} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":653167,"outputBytes":306873} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":358} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1088,"outputBytes":583} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":653086,"outputBytes":305692} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1344,"outputBytes":2879073} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3531576,"outputBytes":1706402} 
+2022-08-28 13:08:21 STATE: Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3531576,"outputBytes":3154419} 
+2022-08-28 13:08:26 STATE: Typings: {"input":"src/human.ts","output":"types/lib","files":30} 
+2022-08-28 13:08:27 STATE: TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true} 
+2022-08-28 13:08:27 STATE: Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":3134} 
+2022-08-28 13:08:27 STATE: Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":7788} 
+2022-08-28 13:08:38 STATE: Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":111,"errors":0,"warnings":0} 
+2022-08-28 13:08:38 STATE: ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"} 
+2022-08-28 13:08:38 STATE: Copy: {"input":"tfjs/tfjs.esm.d.ts"} 
+2022-08-28 13:08:38 INFO:  Done... 
+2022-08-28 13:08:39 STATE: API-Extractor: {"succeeeded":true,"errors":0,"warnings":198} 
+2022-08-28 13:08:39 STATE: Copy: {"input":"types/human.d.ts"} 
+2022-08-28 13:08:39 INFO:  Analyze models: {"folders":8,"result":"models/models.json"} 
+2022-08-28 13:08:39 STATE: Models {"folder":"./models","models":13} 
+2022-08-28 13:08:39 STATE: Models {"folder":"../human-models/models","models":42} 
+2022-08-28 13:08:39 STATE: Models {"folder":"../blazepose/model/","models":4} 
+2022-08-28 13:08:39 STATE: Models {"folder":"../anti-spoofing/model","models":1} 
+2022-08-28 13:08:39 STATE: Models {"folder":"../efficientpose/models","models":3} 
+2022-08-28 13:08:39 STATE: Models {"folder":"../insightface/models","models":5} 
+2022-08-28 13:08:39 STATE: Models {"folder":"../movenet/models","models":3} 
+2022-08-28 13:08:39 STATE: Models {"folder":"../nanodet/models","models":4} 
+2022-08-28 13:08:40 STATE: Models: {"count":57,"totalSize":383017442} 
+2022-08-28 13:08:40 INFO:  Human Build complete... {"logFile":"test/build.log"} 
diff --git a/test/test.log b/test/test.log
index d328348a..7913cbbd 100644
--- a/test/test.log
+++ b/test/test.log
@@ -1,976 +1,976 @@
-2022-08-24 08:09:14 INFO:  @vladmandic/human version 2.9.4 
-2022-08-24 08:09:14 INFO:  User: vlado Platform: linux Arch: x64 Node: v18.1.0 
-2022-08-24 08:09:14 INFO:  demos: [{"cmd":"../demo/nodejs/node.js","args":[]},{"cmd":"../demo/nodejs/node-simple.js","args":[]},{"cmd":"../demo/nodejs/node-fetch.js","args":[]},{"cmd":"../demo/nodejs/node-event.js","args":["samples/in/ai-body.jpg"]},{"cmd":"../demo/nodejs/node-similarity.js","args":["samples/in/ai-face.jpg","samples/in/ai-upper.jpg"]},{"cmd":"../demo/nodejs/node-canvas.js","args":["samples/in/ai-body.jpg","samples/out/ai-body.jpg"]},{"cmd":"../demo/multithread/node-multiprocess.js","args":[]},{"cmd":"../demo/facematch/node-match.js","args":[]}] 
-2022-08-24 08:09:14 INFO:  {"cmd":"../demo/nodejs/node.js","args":[]} start 
-2022-08-24 08:09:15 INFO:  {"cmd":"../demo/nodejs/node-simple.js","args":[]} start 
-2022-08-24 08:09:15 INFO:  {"cmd":"../demo/nodejs/node-fetch.js","args":[]} start 
-2022-08-24 08:09:18 INFO:  {"cmd":"../demo/nodejs/node-event.js","args":["samples/in/ai-body.jpg"]} start 
-2022-08-24 08:09:18 INFO:  {"cmd":"../demo/nodejs/node-similarity.js","args":["samples/in/ai-face.jpg","samples/in/ai-upper.jpg"]} start 
-2022-08-24 08:09:19 INFO:  {"cmd":"../demo/nodejs/node-canvas.js","args":["samples/in/ai-body.jpg","samples/out/ai-body.jpg"]} start 
-2022-08-24 08:09:19 INFO:  {"cmd":"../demo/multithread/node-multiprocess.js","args":[]} start 
-2022-08-24 08:09:20 INFO:  {"cmd":"../demo/facematch/node-match.js","args":[]} start 
-2022-08-24 08:09:22 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
-2022-08-24 08:09:22 INFO:  
-2022-08-24 08:09:22 INFO:  test-node.js start 
-2022-08-24 08:09:23 INFO:  test-node.js test: configuration validation 
-2022-08-24 08:09:23 STATE: test-node.js passed: configuration default validation [] 
-2022-08-24 08:09:23 STATE: test-node.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-08-24 08:09:23 INFO:  test-node.js test: model load 
-2022-08-24 08:09:23 STATE: test-node.js passed: models loaded 23 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
-2022-08-24 08:09:23 INFO:  test-node.js memory: {"memory":{"unreliable":true,"numTensors":1921,"numDataBuffers":1921,"numBytes":63673064}} 
-2022-08-24 08:09:23 INFO:  test-node.js state: {"state":{"registeredVariables":{},"nextTapeNodeId":0,"numBytes":63673064,"numTensors":1921,"numStringTensors":0,"numDataBuffers":1921,"gradientDepth":0,"kernelDepth":0,"scopeStack":[],"numDataMovesStack":[],"nextScopeId":0,"tensorInfo":{},"profiling":false,"activeProfile":{"newBytes":0,"newTensors":0,"peakBytes":0,"kernels":[],"result":null,"kernelNames":[]}}} 
-2022-08-24 08:09:23 INFO:  test-node.js test: warmup 
-2022-08-24 08:09:23 STATE: test-node.js passed: create human 
-2022-08-24 08:09:23 INFO:  test-node.js human version: 2.9.4 
-2022-08-24 08:09:23 INFO:  test-node.js platform: linux x64 agent: NodeJS v18.1.0 
-2022-08-24 08:09:23 INFO:  test-node.js tfjs version: 3.20.0 
-2022-08-24 08:09:23 INFO:  test-node.js env: {"browser":false,"node":true,"platform":"linux x64","agent":"NodeJS v18.1.0","backends":["cpu","tensorflow"],"initial":false,"tfjs":{"version":"3.20.0"},"offscreen":false,"perfadd":false,"tensorflow":{"version":"2.7.3-dev20220521","gpu":false},"wasm":{"supported":true,"backend":false},"webgl":{"supported":false,"backend":false},"webgpu":{"supported":false,"backend":false},"cpu":{"flags":[]},"kernels":169} 
-2022-08-24 08:09:23 STATE: test-node.js passed: set backend: tensorflow 
-2022-08-24 08:09:23 STATE: test-node.js tensors 1921 
-2022-08-24 08:09:23 STATE: test-node.js passed: load models 
-2022-08-24 08:09:23 STATE: test-node.js  result: defined models: 23 loaded models: 12 
-2022-08-24 08:09:23 STATE: test-node.js passed: warmup: none default 
-2022-08-24 08:09:23 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-08-24 08:09:23 DATA:  test-node.js  result: performance: load: null total: null 
-2022-08-24 08:09:23 STATE: test-node.js passed: warmup none result match 
-2022-08-24 08:09:23 STATE: test-node.js event: image 
-2022-08-24 08:09:23 STATE: test-node.js event: detect 
-2022-08-24 08:09:23 STATE: test-node.js event: warmup 
-2022-08-24 08:09:23 STATE: test-node.js passed: warmup: face default 
-2022-08-24 08:09:23 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2022-08-24 08:09:23 DATA:  test-node.js  result: performance: load: null total: 364 
-2022-08-24 08:09:23 STATE: test-node.js passed: warmup face result match 
-2022-08-24 08:09:23 STATE: test-node.js event: image 
-2022-08-24 08:09:23 STATE: test-node.js event: detect 
-2022-08-24 08:09:23 STATE: test-node.js event: warmup 
-2022-08-24 08:09:23 STATE: test-node.js passed: warmup: body default 
-2022-08-24 08:09:23 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:23 DATA:  test-node.js  result: performance: load: null total: 243 
-2022-08-24 08:09:23 STATE: test-node.js passed: warmup body result match 
-2022-08-24 08:09:23 STATE: test-node.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-08-24 08:09:23 INFO:  test-node.js test: details verification 
-2022-08-24 08:09:23 STATE: test-node.js start default 
-2022-08-24 08:09:23 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:23 STATE: test-node.js event: image 
-2022-08-24 08:09:24 STATE: test-node.js event: detect 
-2022-08-24 08:09:24 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-24 08:09:24 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:24 DATA:  test-node.js  result: performance: load: null total: 232 
-2022-08-24 08:09:24 STATE: test-node.js passed: details face length 1 
-2022-08-24 08:09:24 STATE: test-node.js passed: details face score 1 0.93 1 
-2022-08-24 08:09:24 STATE: test-node.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-08-24 08:09:24 STATE: test-node.js passed: details face arrays 4 478 1024 
-2022-08-24 08:09:24 STATE: test-node.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-08-24 08:09:24 STATE: test-node.js passed: details face anti-spoofing 0.79 
-2022-08-24 08:09:24 STATE: test-node.js passed: details face liveness 0.83 
-2022-08-24 08:09:24 STATE: test-node.js passed: details body length 1 
-2022-08-24 08:09:24 STATE: test-node.js passed: details body 0.92 17 6 
-2022-08-24 08:09:24 STATE: test-node.js passed: details hand length 1 
-2022-08-24 08:09:24 STATE: test-node.js passed: details hand 0.51 0.73 point 
-2022-08-24 08:09:24 STATE: test-node.js passed: details hand arrays 21 5 7 
-2022-08-24 08:09:24 STATE: test-node.js passed: details gesture length 7 
-2022-08-24 08:09:24 STATE: test-node.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-08-24 08:09:24 STATE: test-node.js passed: details object length 1 
-2022-08-24 08:09:24 STATE: test-node.js passed: details object 0.72 person 
-2022-08-24 08:09:24 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
-2022-08-24 08:09:24 STATE: test-node.js event: image 
-2022-08-24 08:09:24 STATE: test-node.js event: detect 
-2022-08-24 08:09:24 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-08-24 08:09:24 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
-2022-08-24 08:09:24 STATE: test-node.js event: image 
-2022-08-24 08:09:24 STATE: test-node.js event: detect 
-2022-08-24 08:09:24 STATE: test-node.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-08-24 08:09:25 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:25 STATE: test-node.js event: image 
-2022-08-24 08:09:25 STATE: test-node.js event: detect 
-2022-08-24 08:09:25 STATE: test-node.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-08-24 08:09:25 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:25 STATE: test-node.js event: image 
-2022-08-24 08:09:25 STATE: test-node.js event: detect 
-2022-08-24 08:09:25 STATE: test-node.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-08-24 08:09:25 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-08-24 08:09:25 STATE: test-node.js event: image 
-2022-08-24 08:09:26 STATE: test-node.js event: detect 
-2022-08-24 08:09:26 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-08-24 08:09:26 INFO:  test-node.js test default 
-2022-08-24 08:09:26 STATE: test-node.js start async 
-2022-08-24 08:09:26 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:26 STATE: test-node.js event: image 
-2022-08-24 08:09:26 STATE: test-node.js event: detect 
-2022-08-24 08:09:26 STATE: test-node.js passed: detect: samples/in/ai-body.jpg async 
-2022-08-24 08:09:26 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:26 DATA:  test-node.js  result: performance: load: null total: 212 
-2022-08-24 08:09:26 STATE: test-node.js passed: default result face match 1 female 0.97 
-2022-08-24 08:09:26 INFO:  test-node.js test sync 
-2022-08-24 08:09:26 STATE: test-node.js start sync 
-2022-08-24 08:09:26 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:26 STATE: test-node.js event: image 
-2022-08-24 08:09:26 STATE: test-node.js event: detect 
-2022-08-24 08:09:26 STATE: test-node.js passed: detect: samples/in/ai-body.jpg sync 
-2022-08-24 08:09:26 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:26 DATA:  test-node.js  result: performance: load: null total: 203 
-2022-08-24 08:09:26 STATE: test-node.js passed: default sync 1 female 0.97 
-2022-08-24 08:09:26 INFO:  test-node.js test: image process 
-2022-08-24 08:09:26 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:26 STATE: test-node.js passed: image input null [1,256,256,3] 
-2022-08-24 08:09:26 INFO:  test-node.js test: image null 
-2022-08-24 08:09:26 STATE: test-node.js passed: invalid input could not convert input to tensor 
-2022-08-24 08:09:26 INFO:  test-node.js test face similarity 
-2022-08-24 08:09:26 STATE: test-node.js start face similarity 
-2022-08-24 08:09:26 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:26 STATE: test-node.js event: image 
-2022-08-24 08:09:27 STATE: test-node.js event: detect 
-2022-08-24 08:09:27 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face similarity 
-2022-08-24 08:09:27 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:27 DATA:  test-node.js  result: performance: load: null total: 203 
-2022-08-24 08:09:27 STATE: test-node.js start face similarity 
-2022-08-24 08:09:27 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:27 STATE: test-node.js event: image 
-2022-08-24 08:09:27 STATE: test-node.js event: detect 
-2022-08-24 08:09:27 STATE: test-node.js passed: detect: samples/in/ai-body.jpg face similarity 
-2022-08-24 08:09:27 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:27 DATA:  test-node.js  result: performance: load: null total: 213 
-2022-08-24 08:09:27 STATE: test-node.js start face similarity 
-2022-08-24 08:09:27 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-24 08:09:27 STATE: test-node.js event: image 
-2022-08-24 08:09:27 STATE: test-node.js event: detect 
-2022-08-24 08:09:27 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg face similarity 
-2022-08-24 08:09:27 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-08-24 08:09:27 DATA:  test-node.js  result: performance: load: null total: 185 
-2022-08-24 08:09:27 STATE: test-node.js passed: face descriptor 
-2022-08-24 08:09:27 STATE: test-node.js passed: face similarity {"similarity":[1,0.44727452329649126,0.5567935850640406],"descriptors":[1024,1024,1024]} 
-2022-08-24 08:09:27 INFO:  test-node.js test object 
-2022-08-24 08:09:27 STATE: test-node.js start object 
-2022-08-24 08:09:27 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:27 STATE: test-node.js event: image 
-2022-08-24 08:09:28 STATE: test-node.js event: detect 
-2022-08-24 08:09:28 STATE: test-node.js passed: detect: samples/in/ai-body.jpg object 
-2022-08-24 08:09:28 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:28 DATA:  test-node.js  result: performance: load: null total: 210 
-2022-08-24 08:09:28 STATE: test-node.js passed: centernet 
-2022-08-24 08:09:28 STATE: test-node.js start object 
-2022-08-24 08:09:30 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:30 STATE: test-node.js event: image 
-2022-08-24 08:09:30 STATE: test-node.js event: detect 
-2022-08-24 08:09:30 STATE: test-node.js passed: detect: samples/in/ai-body.jpg object 
-2022-08-24 08:09:30 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 3 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:30 DATA:  test-node.js  result: performance: load: null total: 213 
-2022-08-24 08:09:30 STATE: test-node.js passed: nanodet 
-2022-08-24 08:09:30 INFO:  test-node.js test sensitive 
-2022-08-24 08:09:30 STATE: test-node.js start sensitive 
-2022-08-24 08:09:30 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:30 STATE: test-node.js event: image 
-2022-08-24 08:09:30 STATE: test-node.js event: detect 
-2022-08-24 08:09:30 STATE: test-node.js passed: detect: samples/in/ai-body.jpg sensitive 
-2022-08-24 08:09:30 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:30 DATA:  test-node.js  result: performance: load: null total: 167 
-2022-08-24 08:09:30 STATE: test-node.js passed: sensitive result match 
-2022-08-24 08:09:30 STATE: test-node.js passed: sensitive face result match 
-2022-08-24 08:09:30 STATE: test-node.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
-2022-08-24 08:09:30 STATE: test-node.js passed: sensitive body result match 
-2022-08-24 08:09:30 STATE: test-node.js passed: sensitive hand result match 
-2022-08-24 08:09:30 INFO:  test-node.js test body 
-2022-08-24 08:09:30 STATE: test-node.js start blazepose 
-2022-08-24 08:09:34 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:34 STATE: test-node.js event: image 
-2022-08-24 08:09:35 STATE: test-node.js event: detect 
-2022-08-24 08:09:35 STATE: test-node.js passed: detect: samples/in/ai-body.jpg blazepose 
-2022-08-24 08:09:35 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.99,"keypoints":39} 
-2022-08-24 08:09:35 DATA:  test-node.js  result: performance: load: null total: 218 
-2022-08-24 08:09:35 STATE: test-node.js passed: blazepose 
-2022-08-24 08:09:35 STATE: test-node.js start efficientpose 
-2022-08-24 08:09:36 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:36 STATE: test-node.js event: image 
-2022-08-24 08:09:36 STATE: test-node.js event: detect 
-2022-08-24 08:09:36 STATE: test-node.js passed: detect: samples/in/ai-body.jpg efficientpose 
-2022-08-24 08:09:36 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.75,"keypoints":13} 
-2022-08-24 08:09:36 DATA:  test-node.js  result: performance: load: null total: 242 
-2022-08-24 08:09:36 STATE: test-node.js passed: efficientpose 
-2022-08-24 08:09:36 STATE: test-node.js start posenet 
-2022-08-24 08:09:37 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:37 STATE: test-node.js event: image 
-2022-08-24 08:09:37 STATE: test-node.js event: detect 
-2022-08-24 08:09:37 STATE: test-node.js passed: detect: samples/in/ai-body.jpg posenet 
-2022-08-24 08:09:37 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.96,"keypoints":16} 
-2022-08-24 08:09:37 DATA:  test-node.js  result: performance: load: null total: 172 
-2022-08-24 08:09:37 STATE: test-node.js passed: posenet 
-2022-08-24 08:09:37 STATE: test-node.js start movenet 
-2022-08-24 08:09:37 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:37 STATE: test-node.js event: image 
-2022-08-24 08:09:38 STATE: test-node.js event: detect 
-2022-08-24 08:09:38 STATE: test-node.js passed: detect: samples/in/ai-body.jpg movenet 
-2022-08-24 08:09:38 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:38 DATA:  test-node.js  result: performance: load: null total: 179 
-2022-08-24 08:09:38 STATE: test-node.js passed: movenet 
-2022-08-24 08:09:38 INFO:  test-node.js test face matching 
-2022-08-24 08:09:38 STATE: test-node.js passed: face database 40 
-2022-08-24 08:09:38 STATE: test-node.js passed: face match {"first":{"index":4,"similarity":0.7827852615252829}} {"second":{"index":4,"similarity":0.5002052633015844}} {"third":{"index":4,"similarity":0.5401587887998899}} 
-2022-08-24 08:09:38 INFO:  test-node.js test face similarity alternative 
-2022-08-24 08:09:38 STATE: test-node.js start face embeddings 
-2022-08-24 08:09:38 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:38 STATE: test-node.js event: image 
-2022-08-24 08:09:39 STATE: test-node.js event: detect 
-2022-08-24 08:09:39 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face embeddings 
-2022-08-24 08:09:39 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:39 DATA:  test-node.js  result: performance: load: null total: 186 
-2022-08-24 08:09:39 STATE: test-node.js passed: mobilefacenet {"embedding":192} 
-2022-08-24 08:09:39 STATE: test-node.js start face embeddings 
-2022-08-24 08:09:40 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:40 STATE: test-node.js event: image 
-2022-08-24 08:09:40 STATE: test-node.js event: detect 
-2022-08-24 08:09:40 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face embeddings 
-2022-08-24 08:09:40 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:40 DATA:  test-node.js  result: performance: load: null total: 192 
-2022-08-24 08:09:40 STATE: test-node.js passed: insightface {"embedding":512} 
-2022-08-24 08:09:40 INFO:  test-node.js test face attention 
-2022-08-24 08:09:40 STATE: test-node.js start face attention 
-2022-08-24 08:09:41 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:41 STATE: test-node.js event: image 
-2022-08-24 08:09:41 STATE: test-node.js event: detect 
-2022-08-24 08:09:41 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face attention 
-2022-08-24 08:09:41 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:41 DATA:  test-node.js  result: performance: load: null total: 175 
-2022-08-24 08:09:41 STATE: test-node.js passed: face attention 
-2022-08-24 08:09:41 INFO:  test-node.js test detectors 
-2022-08-24 08:09:41 STATE: test-node.js start detectors 
-2022-08-24 08:09:41 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:41 STATE: test-node.js event: image 
-2022-08-24 08:09:41 STATE: test-node.js event: detect 
-2022-08-24 08:09:41 STATE: test-node.js passed: detect: samples/in/ai-body.jpg detectors 
-2022-08-24 08:09:41 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:41 DATA:  test-node.js  result: performance: load: null total: 83 
-2022-08-24 08:09:41 STATE: test-node.js passed: detector result face match 
-2022-08-24 08:09:41 STATE: test-node.js passed: detector result hand match 
-2022-08-24 08:09:41 INFO:  test-node.js test: multi-instance 
-2022-08-24 08:09:41 STATE: test-node.js start multi instance 
-2022-08-24 08:09:41 STATE: test-node.js event: image 
-2022-08-24 08:09:42 STATE: test-node.js event: detect 
-2022-08-24 08:09:42 STATE: test-node.js passed: detect: random multi instance 
-2022-08-24 08:09:42 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
-2022-08-24 08:09:42 DATA:  test-node.js  result: performance: load: null total: 80 
-2022-08-24 08:09:42 INFO:  test-node.js test: first instance 
-2022-08-24 08:09:42 STATE: test-node.js start multi instance 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-24 08:09:42 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg multi instance 
-2022-08-24 08:09:42 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:09:42 DATA:  test-node.js  result: performance: load: null total: 85 
-2022-08-24 08:09:42 INFO:  test-node.js test: second instance 
-2022-08-24 08:09:42 STATE: test-node.js start multi instance 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-24 08:09:42 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg multi instance 
-2022-08-24 08:09:42 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:09:42 DATA:  test-node.js  result: performance: load: null total: 85 
-2022-08-24 08:09:42 INFO:  test-node.js test: concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js start concurrent 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:42 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:43 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
-2022-08-24 08:09:43 STATE: test-node.js event: image 
-2022-08-24 08:09:43 STATE: test-node.js event: image 
-2022-08-24 08:09:43 STATE: test-node.js event: image 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 963 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 963 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 963 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 963 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 963 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 963 
-2022-08-24 08:09:43 STATE: test-node.js event: detect 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 698 
-2022-08-24 08:09:43 STATE: test-node.js event: detect 
-2022-08-24 08:09:43 STATE: test-node.js event: detect 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 698 
-2022-08-24 08:09:43 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:09:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:43 DATA:  test-node.js  result: performance: load: null total: 698 
-2022-08-24 08:09:43 INFO:  test-node.js test: monkey-patch 
-2022-08-24 08:09:43 STATE: test-node.js event: image 
-2022-08-24 08:09:43 STATE: test-node.js event: detect 
-2022-08-24 08:09:43 STATE: test-node.js passed: monkey patch 
-2022-08-24 08:09:43 STATE: test-node.js passed: segmentation [65536] 
-2022-08-24 08:09:43 STATE: test-node.js passeed: equal usage 
-2022-08-24 08:09:43 INFO:  test-node.js test: input compare 
-2022-08-24 08:09:43 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:44 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
-2022-08-24 08:09:44 STATE: test-node.js passed: image compare 0 23.275441687091504 
-2022-08-24 08:09:44 INFO:  test-node.js events: {"image":29,"detect":29,"warmup":2} 
-2022-08-24 08:09:44 INFO:  test-node.js tensors 4105 
-2022-08-24 08:09:44 INFO:  test-node.js test complete: 21025 ms 
-2022-08-24 08:09:44 INFO:  
-2022-08-24 08:09:44 INFO:  test-node-gpu.js start 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js test: configuration validation 
-2022-08-24 08:09:45 STATE: test-node-gpu.js passed: configuration default validation [] 
-2022-08-24 08:09:45 STATE: test-node-gpu.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js test: model load 
-2022-08-24 08:09:45 STATE: test-node-gpu.js passed: models loaded 23 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js memory: {"memory":{"unreliable":true,"numTensors":1921,"numDataBuffers":1921,"numBytes":63673064}} 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js state: {"state":{"registeredVariables":{},"nextTapeNodeId":0,"numBytes":63673064,"numTensors":1921,"numStringTensors":0,"numDataBuffers":1921,"gradientDepth":0,"kernelDepth":0,"scopeStack":[],"numDataMovesStack":[],"nextScopeId":0,"tensorInfo":{},"profiling":false,"activeProfile":{"newBytes":0,"newTensors":0,"peakBytes":0,"kernels":[],"result":null,"kernelNames":[]}}} 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js test: warmup 
-2022-08-24 08:09:45 STATE: test-node-gpu.js passed: create human 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js human version: 2.9.4 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v18.1.0 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js tfjs version: 3.20.0 
-2022-08-24 08:09:45 INFO:  test-node-gpu.js env: {"browser":false,"node":true,"platform":"linux x64","agent":"NodeJS v18.1.0","backends":["cpu","tensorflow"],"initial":false,"tfjs":{"version":"3.20.0"},"offscreen":false,"perfadd":false,"tensorflow":{"version":"2.7.3-dev20220521","gpu":true},"wasm":{"supported":true,"backend":false},"webgl":{"supported":false,"backend":false},"webgpu":{"supported":false,"backend":false},"cpu":{"flags":[]},"kernels":169} 
-2022-08-24 08:09:45 STATE: test-node-gpu.js passed: set backend: tensorflow 
-2022-08-24 08:09:45 STATE: test-node-gpu.js tensors 1921 
-2022-08-24 08:09:45 STATE: test-node-gpu.js passed: load models 
-2022-08-24 08:09:45 STATE: test-node-gpu.js  result: defined models: 23 loaded models: 12 
-2022-08-24 08:09:45 STATE: test-node-gpu.js passed: warmup: none default 
-2022-08-24 08:09:45 DATA:  test-node-gpu.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-08-24 08:09:45 DATA:  test-node-gpu.js  result: performance: load: null total: null 
-2022-08-24 08:09:45 STATE: test-node-gpu.js passed: warmup none result match 
-2022-08-24 08:09:45 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:49 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:49 STATE: test-node-gpu.js event: warmup 
-2022-08-24 08:09:49 STATE: test-node-gpu.js passed: warmup: face default 
-2022-08-24 08:09:49 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
-2022-08-24 08:09:49 DATA:  test-node-gpu.js  result: performance: load: null total: 4201 
-2022-08-24 08:09:49 STATE: test-node-gpu.js passed: warmup face result match 
-2022-08-24 08:09:49 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:49 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:49 STATE: test-node-gpu.js event: warmup 
-2022-08-24 08:09:49 STATE: test-node-gpu.js passed: warmup: body default 
-2022-08-24 08:09:49 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:49 DATA:  test-node-gpu.js  result: performance: load: null total: 144 
-2022-08-24 08:09:49 STATE: test-node-gpu.js passed: warmup body result match 
-2022-08-24 08:09:49 STATE: test-node-gpu.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-08-24 08:09:49 INFO:  test-node-gpu.js test: details verification 
-2022-08-24 08:09:49 STATE: test-node-gpu.js start default 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:50 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:50 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-24 08:09:50 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:50 DATA:  test-node-gpu.js  result: performance: load: null total: 138 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details face length 1 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details face score 1 0.93 1 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details face arrays 4 478 1024 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details face anti-spoofing 0.79 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details face liveness 0.83 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details body length 1 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details body 0.92 17 6 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details hand length 1 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details hand 0.51 0.73 point 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details hand arrays 21 5 7 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details gesture length 7 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details object length 1 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: details object 0.72 person 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
-2022-08-24 08:09:50 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:50 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-08-24 08:09:50 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
-2022-08-24 08:09:50 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:51 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:51 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-08-24 08:09:51 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:51 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:51 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:51 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-08-24 08:09:51 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:51 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:51 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:51 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-08-24 08:09:51 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-08-24 08:09:51 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:51 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:51 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-08-24 08:09:51 INFO:  test-node-gpu.js test default 
-2022-08-24 08:09:51 STATE: test-node-gpu.js start async 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:52 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:52 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg async 
-2022-08-24 08:09:52 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:52 DATA:  test-node-gpu.js  result: performance: load: null total: 135 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: default result face match 1 female 0.97 
-2022-08-24 08:09:52 INFO:  test-node-gpu.js test sync 
-2022-08-24 08:09:52 STATE: test-node-gpu.js start sync 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:52 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:52 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg sync 
-2022-08-24 08:09:52 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:52 DATA:  test-node-gpu.js  result: performance: load: null total: 140 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: default sync 1 female 0.97 
-2022-08-24 08:09:52 INFO:  test-node-gpu.js test: image process 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: image input null [1,256,256,3] 
-2022-08-24 08:09:52 INFO:  test-node-gpu.js test: image null 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: invalid input could not convert input to tensor 
-2022-08-24 08:09:52 INFO:  test-node-gpu.js test face similarity 
-2022-08-24 08:09:52 STATE: test-node-gpu.js start face similarity 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:52 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:52 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg face similarity 
-2022-08-24 08:09:52 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:52 DATA:  test-node-gpu.js  result: performance: load: null total: 131 
-2022-08-24 08:09:52 STATE: test-node-gpu.js start face similarity 
-2022-08-24 08:09:52 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:52 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:53 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:53 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg face similarity 
-2022-08-24 08:09:53 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:53 DATA:  test-node-gpu.js  result: performance: load: null total: 148 
-2022-08-24 08:09:53 STATE: test-node-gpu.js start face similarity 
-2022-08-24 08:09:53 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-24 08:09:53 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:53 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:53 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg face similarity 
-2022-08-24 08:09:53 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-08-24 08:09:53 DATA:  test-node-gpu.js  result: performance: load: null total: 161 
-2022-08-24 08:09:53 STATE: test-node-gpu.js passed: face descriptor 
-2022-08-24 08:09:53 STATE: test-node-gpu.js passed: face similarity {"similarity":[1,0.447238756461232,0.556914029877052],"descriptors":[1024,1024,1024]} 
-2022-08-24 08:09:53 INFO:  test-node-gpu.js test object 
-2022-08-24 08:09:53 STATE: test-node-gpu.js start object 
-2022-08-24 08:09:53 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:53 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:53 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:53 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg object 
-2022-08-24 08:09:53 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:53 DATA:  test-node-gpu.js  result: performance: load: null total: 154 
-2022-08-24 08:09:53 STATE: test-node-gpu.js passed: centernet 
-2022-08-24 08:09:53 STATE: test-node-gpu.js start object 
-2022-08-24 08:09:54 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:54 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:55 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg object 
-2022-08-24 08:09:55 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 3 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:55 DATA:  test-node-gpu.js  result: performance: load: null total: 582 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: nanodet 
-2022-08-24 08:09:55 INFO:  test-node-gpu.js test sensitive 
-2022-08-24 08:09:55 STATE: test-node-gpu.js start sensitive 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:55 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:55 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg sensitive 
-2022-08-24 08:09:55 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:55 DATA:  test-node-gpu.js  result: performance: load: null total: 100 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: sensitive result match 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: sensitive face result match 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: sensitive body result match 
-2022-08-24 08:09:55 STATE: test-node-gpu.js passed: sensitive hand result match 
-2022-08-24 08:09:55 INFO:  test-node-gpu.js test body 
-2022-08-24 08:09:55 STATE: test-node-gpu.js start blazepose 
-2022-08-24 08:09:56 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:56 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:56 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:56 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg blazepose 
-2022-08-24 08:09:56 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.99,"keypoints":39} 
-2022-08-24 08:09:56 DATA:  test-node-gpu.js  result: performance: load: null total: 233 
-2022-08-24 08:09:56 STATE: test-node-gpu.js passed: blazepose 
-2022-08-24 08:09:56 STATE: test-node-gpu.js start efficientpose 
-2022-08-24 08:09:57 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:57 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:58 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:58 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg efficientpose 
-2022-08-24 08:09:58 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.75,"keypoints":13} 
-2022-08-24 08:09:58 DATA:  test-node-gpu.js  result: performance: load: null total: 780 
-2022-08-24 08:09:58 STATE: test-node-gpu.js passed: efficientpose 
-2022-08-24 08:09:58 STATE: test-node-gpu.js start posenet 
-2022-08-24 08:09:58 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:58 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:58 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:58 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg posenet 
-2022-08-24 08:09:58 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.96,"keypoints":16} 
-2022-08-24 08:09:58 DATA:  test-node-gpu.js  result: performance: load: null total: 120 
-2022-08-24 08:09:58 STATE: test-node-gpu.js passed: posenet 
-2022-08-24 08:09:58 STATE: test-node-gpu.js start movenet 
-2022-08-24 08:09:58 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:09:58 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:59 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:59 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg movenet 
-2022-08-24 08:09:59 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:09:59 DATA:  test-node-gpu.js  result: performance: load: null total: 92 
-2022-08-24 08:09:59 STATE: test-node-gpu.js passed: movenet 
-2022-08-24 08:09:59 INFO:  test-node-gpu.js test face matching 
-2022-08-24 08:09:59 STATE: test-node-gpu.js passed: face database 40 
-2022-08-24 08:09:59 STATE: test-node-gpu.js passed: face match {"first":{"index":4,"similarity":0.7828184453007331}} {"second":{"index":4,"similarity":0.5001334216773398}} {"third":{"index":4,"similarity":0.5403054967489764}} 
-2022-08-24 08:09:59 INFO:  test-node-gpu.js test face similarity alternative 
-2022-08-24 08:09:59 STATE: test-node-gpu.js start face embeddings 
-2022-08-24 08:09:59 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:59 STATE: test-node-gpu.js event: image 
-2022-08-24 08:09:59 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:09:59 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg face embeddings 
-2022-08-24 08:09:59 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:09:59 DATA:  test-node-gpu.js  result: performance: load: null total: 149 
-2022-08-24 08:09:59 STATE: test-node-gpu.js passed: mobilefacenet {"embedding":192} 
-2022-08-24 08:09:59 STATE: test-node-gpu.js start face embeddings 
-2022-08-24 08:09:59 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:09:59 STATE: test-node-gpu.js event: image 
-2022-08-24 08:10:00 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg face embeddings 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: performance: load: null total: 165 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: insightface {"embedding":512} 
-2022-08-24 08:10:00 INFO:  test-node-gpu.js test face attention 
-2022-08-24 08:10:00 STATE: test-node-gpu.js start face attention 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:10:00 STATE: test-node-gpu.js event: image 
-2022-08-24 08:10:00 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg face attention 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: performance: load: null total: 243 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: face attention 
-2022-08-24 08:10:00 INFO:  test-node-gpu.js test detectors 
-2022-08-24 08:10:00 STATE: test-node-gpu.js start detectors 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:10:00 STATE: test-node-gpu.js event: image 
-2022-08-24 08:10:00 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg detectors 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: performance: load: null total: 53 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: detector result face match 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: detector result hand match 
-2022-08-24 08:10:00 INFO:  test-node-gpu.js test: multi-instance 
-2022-08-24 08:10:00 STATE: test-node-gpu.js start multi instance 
-2022-08-24 08:10:00 STATE: test-node-gpu.js event: image 
-2022-08-24 08:10:00 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: detect: random multi instance 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: performance: load: null total: 57 
-2022-08-24 08:10:00 INFO:  test-node-gpu.js test: first instance 
-2022-08-24 08:10:00 STATE: test-node-gpu.js start multi instance 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-24 08:10:00 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg multi instance 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:00 DATA:  test-node-gpu.js  result: performance: load: null total: 45 
-2022-08-24 08:10:00 INFO:  test-node-gpu.js test: second instance 
-2022-08-24 08:10:00 STATE: test-node-gpu.js start multi instance 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg multi instance 
-2022-08-24 08:10:01 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:01 DATA:  test-node-gpu.js  result: performance: load: null total: 48 
-2022-08-24 08:10:01 INFO:  test-node-gpu.js test: concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js start concurrent 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289056} 
-2022-08-24 08:10:01 STATE: test-node-gpu.js event: image 
-2022-08-24 08:10:01 STATE: test-node-gpu.js event: image 
-2022-08-24 08:10:01 STATE: test-node-gpu.js event: image 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 688 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 688 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 689 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 689 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 689 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 689 
-2022-08-24 08:10:02 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 427 
-2022-08-24 08:10:02 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:10:02 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 427 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:02 DATA:  test-node-gpu.js  result: performance: load: null total: 427 
-2022-08-24 08:10:02 INFO:  test-node-gpu.js test: monkey-patch 
-2022-08-24 08:10:02 STATE: test-node-gpu.js event: image 
-2022-08-24 08:10:02 STATE: test-node-gpu.js event: detect 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: monkey patch 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: segmentation [65536] 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passeed: equal usage 
-2022-08-24 08:10:02 INFO:  test-node-gpu.js test: input compare 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
-2022-08-24 08:10:02 STATE: test-node-gpu.js passed: image compare 0 23.275441687091504 
-2022-08-24 08:10:02 INFO:  test-node-gpu.js events: {"image":29,"detect":29,"warmup":2} 
-2022-08-24 08:10:02 INFO:  test-node-gpu.js tensors 4105 
-2022-08-24 08:10:02 INFO:  test-node-gpu.js test complete: 17370 ms 
-2022-08-24 08:10:03 INFO:  
-2022-08-24 08:10:03 INFO:  test-node-wasm.js start 
-2022-08-24 08:10:04 DATA:  test-node-wasm.js stdout: 2022-08-24 08:10:04 INFO:  { supported: true, backend: true, simd: true, multithread: false } 
-2022-08-24 08:10:04 STATE: test-node-wasm.js passed: model server: https://vladmandic.github.io/human/models/ 
-2022-08-24 08:10:04 INFO:  test-node-wasm.js test: configuration validation 
-2022-08-24 08:10:04 STATE: test-node-wasm.js passed: configuration default validation [] 
-2022-08-24 08:10:04 STATE: test-node-wasm.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
-2022-08-24 08:10:04 INFO:  test-node-wasm.js test: model load 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: models loaded 23 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"https://vladmandic.github.io/human/models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"https://vladmandic.github.io/human/models/emotion.json"},{"name":"facedetect","loaded":true,"url":"https://vladmandic.github.io/human/models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"https://vladmandic.github.io/human/models/iris.json"},{"name":"facemesh","loaded":true,"url":"https://vladmandic.github.io/human/models/facemesh.json"},{"name":"faceres","loaded":true,"url":"https://vladmandic.github.io/human/models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"https://vladmandic.github.io/human/models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"https://vladmandic.github.io/human/models/handtrack.json"},{"name":"liveness","loaded":true,"url":"https://vladmandic.github.io/human/models/liveness.json"},{"name":"movenet","loaded":true,"url":"https://vladmandic.github.io/human/models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"https://vladmandic.github.io/human/models/selfie.json"},{"name":"antispoof","loaded":true,"url":"https://vladmandic.github.io/human/models/antispoof.json"}] 
-2022-08-24 08:10:06 INFO:  test-node-wasm.js memory: {"memory":{"unreliable":false,"numTensors":1921,"numDataBuffers":1921,"numBytes":63673064}} 
-2022-08-24 08:10:06 INFO:  test-node-wasm.js state: {"state":{"registeredVariables":{},"nextTapeNodeId":0,"numBytes":63673064,"numTensors":1921,"numStringTensors":0,"numDataBuffers":1921,"gradientDepth":0,"kernelDepth":0,"scopeStack":[],"numDataMovesStack":[],"nextScopeId":0,"tensorInfo":{},"profiling":false,"activeProfile":{"newBytes":0,"newTensors":0,"peakBytes":0,"kernels":[],"result":null,"kernelNames":[]}}} 
-2022-08-24 08:10:06 INFO:  test-node-wasm.js test: warmup 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: create human 
-2022-08-24 08:10:06 INFO:  test-node-wasm.js human version: 2.9.4 
-2022-08-24 08:10:06 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v18.1.0 
-2022-08-24 08:10:06 INFO:  test-node-wasm.js tfjs version: 3.20.0 
-2022-08-24 08:10:06 INFO:  test-node-wasm.js env: {"browser":false,"node":true,"platform":"linux x64","agent":"NodeJS v18.1.0","backends":["cpu","wasm"],"initial":false,"tfjs":{"version":"3.20.0"},"offscreen":false,"perfadd":false,"tensorflow":{},"wasm":{"supported":true,"backend":true,"simd":true,"multithread":false},"webgl":{"supported":false,"backend":false},"webgpu":{"supported":false,"backend":false},"cpu":{"flags":[]},"kernels":126} 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: set backend: wasm 
-2022-08-24 08:10:06 STATE: test-node-wasm.js tensors 1921 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: load models 
-2022-08-24 08:10:06 STATE: test-node-wasm.js  result: defined models: 23 loaded models: 12 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: warmup: none default 
-2022-08-24 08:10:06 DATA:  test-node-wasm.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
-2022-08-24 08:10:06 DATA:  test-node-wasm.js  result: performance: load: null total: null 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: warmup none result match 
-2022-08-24 08:10:06 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:06 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:06 STATE: test-node-wasm.js event: warmup 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: warmup: face default 
-2022-08-24 08:10:06 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:06 DATA:  test-node-wasm.js  result: performance: load: null total: 503 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: warmup face result match 
-2022-08-24 08:10:06 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:06 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:06 STATE: test-node-wasm.js event: warmup 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: warmup: body default 
-2022-08-24 08:10:06 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:06 DATA:  test-node-wasm.js  result: performance: load: null total: 353 
-2022-08-24 08:10:06 STATE: test-node-wasm.js passed: warmup body result match 
-2022-08-24 08:10:06 STATE: test-node-wasm.js details: {"face":{"boxScore":0.93,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.51,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 21% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
-2022-08-24 08:10:06 INFO:  test-node-wasm.js test: details verification 
-2022-08-24 08:10:06 STATE: test-node-wasm.js start default 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:07 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:07 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg default 
-2022-08-24 08:10:07 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:07 DATA:  test-node-wasm.js  result: performance: load: null total: 331 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details face length 1 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details face score 1 0.93 1 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details face age/gender 23.7 female 0.97 85.47 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details face arrays 4 478 1024 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details face anti-spoofing 0.79 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details face liveness 0.83 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details body length 1 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details body 0.92 17 6 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details hand length 1 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details hand 0.51 0.73 point 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details hand arrays 21 5 7 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details gesture length 7 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details gesture first {"face":0,"gesture":"facing right"} 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details object length 1 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: details object 0.72 person 
-2022-08-24 08:10:07 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1413675264} 
-2022-08-24 08:10:07 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:08 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:08 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
-2022-08-24 08:10:08 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1413675264} 
-2022-08-24 08:10:08 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:08 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:08 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,4] dtype: float32 
-2022-08-24 08:10:08 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:08 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:09 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:09 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
-2022-08-24 08:10:09 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:09 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:09 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:09 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,3] dtype: float32 
-2022-08-24 08:10:09 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
-2022-08-24 08:10:09 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:10 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:10 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
-2022-08-24 08:10:10 INFO:  test-node-wasm.js test default 
-2022-08-24 08:10:10 STATE: test-node-wasm.js start async 
-2022-08-24 08:10:10 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:10 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:10 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:10 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg async 
-2022-08-24 08:10:10 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:10 DATA:  test-node-wasm.js  result: performance: load: null total: 304 
-2022-08-24 08:10:10 STATE: test-node-wasm.js passed: default result face match 1 female 0.97 
-2022-08-24 08:10:10 INFO:  test-node-wasm.js test sync 
-2022-08-24 08:10:10 STATE: test-node-wasm.js start sync 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:11 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:11 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg sync 
-2022-08-24 08:10:11 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:11 DATA:  test-node-wasm.js  result: performance: load: null total: 321 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: default sync 1 female 0.97 
-2022-08-24 08:10:11 INFO:  test-node-wasm.js test: image process 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: image input null [1,256,256,3] 
-2022-08-24 08:10:11 INFO:  test-node-wasm.js test: image null 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: invalid input could not convert input to tensor 
-2022-08-24 08:10:11 INFO:  test-node-wasm.js test face similarity 
-2022-08-24 08:10:11 STATE: test-node-wasm.js start face similarity 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:11 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:11 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg face similarity 
-2022-08-24 08:10:11 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:11 DATA:  test-node-wasm.js  result: performance: load: null total: 297 
-2022-08-24 08:10:11 STATE: test-node-wasm.js start face similarity 
-2022-08-24 08:10:11 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:11 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:12 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:12 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg face similarity 
-2022-08-24 08:10:12 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:12 DATA:  test-node-wasm.js  result: performance: load: null total: 316 
-2022-08-24 08:10:12 STATE: test-node-wasm.js start face similarity 
-2022-08-24 08:10:12 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-24 08:10:12 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:12 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:12 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg face similarity 
-2022-08-24 08:10:12 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:12 DATA:  test-node-wasm.js  result: performance: load: null total: 314 
-2022-08-24 08:10:12 STATE: test-node-wasm.js passed: face descriptor 
-2022-08-24 08:10:12 STATE: test-node-wasm.js passed: face similarity {"similarity":[1,0.5266119940661309,0.4858842904087851],"descriptors":[1024,1024,1024]} 
-2022-08-24 08:10:12 INFO:  test-node-wasm.js test object 
-2022-08-24 08:10:12 STATE: test-node-wasm.js start object 
-2022-08-24 08:10:12 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:12 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:13 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:13 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg object 
-2022-08-24 08:10:13 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:13 DATA:  test-node-wasm.js  result: performance: load: null total: 314 
-2022-08-24 08:10:13 STATE: test-node-wasm.js passed: centernet 
-2022-08-24 08:10:13 STATE: test-node-wasm.js start object 
-2022-08-24 08:10:13 WARN:  test-node-wasm.js missing kernel ops {"title":"object","model":"nanodet","url":"https://vladmandic.github.io/human-models/models/nanodet.json","missing":["sparsetodense"],"backkend":"wasm"} 
-2022-08-24 08:10:13 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:13 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:14 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:14 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg object 
-2022-08-24 08:10:14 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:14 DATA:  test-node-wasm.js  result: performance: load: null total: 207 
-2022-08-24 08:10:14 ERROR: test-node-wasm.js failed: nanodet [] 
-2022-08-24 08:10:14 INFO:  test-node-wasm.js test sensitive 
-2022-08-24 08:10:14 STATE: test-node-wasm.js start sensitive 
-2022-08-24 08:10:14 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:14 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:14 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:14 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg sensitive 
-2022-08-24 08:10:14 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:14 DATA:  test-node-wasm.js  result: performance: load: null total: 230 
-2022-08-24 08:10:14 STATE: test-node-wasm.js passed: sensitive result match 
-2022-08-24 08:10:14 STATE: test-node-wasm.js passed: sensitive face result match 
-2022-08-24 08:10:14 STATE: test-node-wasm.js passed: sensitive face emotion result [{"score":0.46,"emotion":"neutral"},{"score":0.24,"emotion":"fear"},{"score":0.17,"emotion":"sad"}] 
-2022-08-24 08:10:14 STATE: test-node-wasm.js passed: sensitive body result match 
-2022-08-24 08:10:14 STATE: test-node-wasm.js passed: sensitive hand result match 
-2022-08-24 08:10:14 INFO:  test-node-wasm.js test body 
-2022-08-24 08:10:14 STATE: test-node-wasm.js start blazepose 
-2022-08-24 08:10:16 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:16 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:17 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:17 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg blazepose 
-2022-08-24 08:10:17 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.99,"keypoints":39} 
-2022-08-24 08:10:17 DATA:  test-node-wasm.js  result: performance: load: null total: 388 
-2022-08-24 08:10:17 STATE: test-node-wasm.js passed: blazepose 
-2022-08-24 08:10:17 STATE: test-node-wasm.js start efficientpose 
-2022-08-24 08:10:18 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:18 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:18 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:18 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg efficientpose 
-2022-08-24 08:10:18 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.75,"keypoints":13} 
-2022-08-24 08:10:18 DATA:  test-node-wasm.js  result: performance: load: null total: 639 
-2022-08-24 08:10:18 STATE: test-node-wasm.js passed: efficientpose 
-2022-08-24 08:10:18 STATE: test-node-wasm.js start posenet 
-2022-08-24 08:10:19 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:19 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:19 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:19 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg posenet 
-2022-08-24 08:10:19 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.96,"keypoints":16} 
-2022-08-24 08:10:19 DATA:  test-node-wasm.js  result: performance: load: null total: 271 
-2022-08-24 08:10:19 STATE: test-node-wasm.js passed: posenet 
-2022-08-24 08:10:19 STATE: test-node-wasm.js start movenet 
-2022-08-24 08:10:19 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:19 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:20 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:20 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg movenet 
-2022-08-24 08:10:20 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:20 DATA:  test-node-wasm.js  result: performance: load: null total: 242 
-2022-08-24 08:10:20 STATE: test-node-wasm.js passed: movenet 
-2022-08-24 08:10:20 INFO:  test-node-wasm.js test face matching 
-2022-08-24 08:10:20 STATE: test-node-wasm.js passed: face database 40 
-2022-08-24 08:10:20 STATE: test-node-wasm.js passed: face match {"first":{"index":4,"similarity":0.7827852754786533}} {"second":{"index":4,"similarity":0.5660821189104794}} {"third":{"index":4,"similarity":0.45074189882665594}} 
-2022-08-24 08:10:20 INFO:  test-node-wasm.js test face similarity alternative 
-2022-08-24 08:10:20 STATE: test-node-wasm.js start face embeddings 
-2022-08-24 08:10:20 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:20 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:20 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:20 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg face embeddings 
-2022-08-24 08:10:20 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:20 DATA:  test-node-wasm.js  result: performance: load: null total: 234 
-2022-08-24 08:10:20 STATE: test-node-wasm.js passed: mobilefacenet {"embedding":192} 
-2022-08-24 08:10:20 STATE: test-node-wasm.js start face embeddings 
-2022-08-24 08:10:21 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:21 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:21 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:21 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg face embeddings 
-2022-08-24 08:10:21 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:21 DATA:  test-node-wasm.js  result: performance: load: null total: 270 
-2022-08-24 08:10:21 STATE: test-node-wasm.js passed: insightface {"embedding":512} 
-2022-08-24 08:10:21 INFO:  test-node-wasm.js test face attention 
-2022-08-24 08:10:21 STATE: test-node-wasm.js start face attention 
-2022-08-24 08:10:21 WARN:  test-node-wasm.js missing kernel ops {"title":"face attention","model":"facemesh","url":"https://vladmandic.github.io/human-models/models/facemesh-attention.json","missing":["atan2"],"backkend":"wasm"} 
-2022-08-24 08:10:21 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:21 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:21 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:21 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg face attention 
-2022-08-24 08:10:21 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 1 gesture: 2 object: 0 person: 0 {} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:21 DATA:  test-node-wasm.js  result: performance: load: null total: 117 
-2022-08-24 08:10:21 ERROR: test-node-wasm.js failed: face attention {"annotations":0} 
-2022-08-24 08:10:21 INFO:  test-node-wasm.js test detectors 
-2022-08-24 08:10:21 STATE: test-node-wasm.js start detectors 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:22 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:22 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg detectors 
-2022-08-24 08:10:22 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:22 DATA:  test-node-wasm.js  result: performance: load: null total: 114 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: detector result face match 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: detector result hand match 
-2022-08-24 08:10:22 INFO:  test-node-wasm.js test: multi-instance 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start multi instance 
-2022-08-24 08:10:22 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:22 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: detect: random multi instance 
-2022-08-24 08:10:22 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
-2022-08-24 08:10:22 DATA:  test-node-wasm.js  result: performance: load: null total: 96 
-2022-08-24 08:10:22 INFO:  test-node-wasm.js test: first instance 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start multi instance 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg multi instance 
-2022-08-24 08:10:22 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:22 DATA:  test-node-wasm.js  result: performance: load: null total: 109 
-2022-08-24 08:10:22 INFO:  test-node-wasm.js test: second instance 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start multi instance 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg multi instance 
-2022-08-24 08:10:22 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:22 DATA:  test-node-wasm.js  result: performance: load: null total: 107 
-2022-08-24 08:10:22 INFO:  test-node-wasm.js test: concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js start concurrent 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:22 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:23 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:23 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:23 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-24 08:10:23 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-24 08:10:23 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:23 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:23 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
-2022-08-24 08:10:23 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:23 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:23 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 1290 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 1290 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 1290 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 1290 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 1290 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 1290 
-2022-08-24 08:10:24 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 971 
-2022-08-24 08:10:24 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:24 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 971 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg concurrent 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
-2022-08-24 08:10:24 DATA:  test-node-wasm.js  result: performance: load: null total: 971 
-2022-08-24 08:10:24 INFO:  test-node-wasm.js test: monkey-patch 
-2022-08-24 08:10:24 STATE: test-node-wasm.js event: image 
-2022-08-24 08:10:24 STATE: test-node-wasm.js event: detect 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: monkey patch 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: segmentation [65536] 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passeed: equal usage 
-2022-08-24 08:10:24 INFO:  test-node-wasm.js test: input compare 
-2022-08-24 08:10:24 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
-2022-08-24 08:10:25 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
-2022-08-24 08:10:25 STATE: test-node-wasm.js passed: image compare 0 23.280073018790848 
-2022-08-24 08:10:25 INFO:  test-node-wasm.js events: {"image":29,"detect":29,"warmup":2} 
-2022-08-24 08:10:25 INFO:  test-node-wasm.js tensors 4107 
-2022-08-24 08:10:25 INFO:  test-node-wasm.js test complete: 20477 ms 
-2022-08-24 08:10:25 STATE: all tests complete 
-2022-08-24 08:10:25 INFO:    status {"test":"../demo/nodejs/node.js","passed":1,"failed":0} 
-2022-08-24 08:10:25 INFO:    status {"test":"../demo/nodejs/node-simple.js","passed":1,"failed":0} 
-2022-08-24 08:10:25 INFO:    status {"test":"../demo/nodejs/node-fetch.js","passed":1,"failed":0} 
-2022-08-24 08:10:25 INFO:    status {"test":"../demo/nodejs/node-event.js","passed":1,"failed":0} 
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-2022-08-24 08:10:25 INFO:    status {"test":"../demo/nodejs/node-canvas.js","passed":1,"failed":0} 
-2022-08-24 08:10:25 INFO:    status {"test":"../demo/multithread/node-multiprocess.js","passed":1,"failed":0} 
-2022-08-24 08:10:25 INFO:    status {"test":"../demo/facematch/node-match.js","passed":1,"failed":0} 
-2022-08-24 08:10:25 INFO:    status {"test":"test-node.js","passed":125,"failed":0} 
-2022-08-24 08:10:25 INFO:    status {"test":"test-node-gpu.js","passed":125,"failed":0} 
-2022-08-24 08:10:25 INFO:    status {"test":"test-node-wasm.js","passed":124,"failed":2} 
-2022-08-24 08:10:25 INFO:  failures {"count":2} 
-2022-08-24 08:10:25 WARN:    failed {"test":"test-node-wasm.js","message":["error",["failed: nanodet",[]]]} 
-2022-08-24 08:10:25 WARN:    failed {"test":"test-node-wasm.js","message":["error",["failed: face attention",{"annotations":0}]]} 
+2022-08-28 13:09:53 INFO:  @vladmandic/human version 2.9.4 
+2022-08-28 13:09:53 INFO:  User: vlado Platform: linux Arch: x64 Node: v18.1.0 
+2022-08-28 13:09:53 INFO:  demos: [{"cmd":"../demo/nodejs/node.js","args":[]},{"cmd":"../demo/nodejs/node-simple.js","args":[]},{"cmd":"../demo/nodejs/node-fetch.js","args":[]},{"cmd":"../demo/nodejs/node-event.js","args":["samples/in/ai-body.jpg"]},{"cmd":"../demo/nodejs/node-similarity.js","args":["samples/in/ai-face.jpg","samples/in/ai-upper.jpg"]},{"cmd":"../demo/nodejs/node-canvas.js","args":["samples/in/ai-body.jpg","samples/out/ai-body.jpg"]},{"cmd":"../demo/multithread/node-multiprocess.js","args":[]},{"cmd":"../demo/facematch/node-match.js","args":[]}] 
+2022-08-28 13:09:53 INFO:  {"cmd":"../demo/nodejs/node.js","args":[]} start 
+2022-08-28 13:09:54 INFO:  {"cmd":"../demo/nodejs/node-simple.js","args":[]} start 
+2022-08-28 13:09:55 INFO:  {"cmd":"../demo/nodejs/node-fetch.js","args":[]} start 
+2022-08-28 13:09:58 INFO:  {"cmd":"../demo/nodejs/node-event.js","args":["samples/in/ai-body.jpg"]} start 
+2022-08-28 13:09:58 INFO:  {"cmd":"../demo/nodejs/node-similarity.js","args":["samples/in/ai-face.jpg","samples/in/ai-upper.jpg"]} start 
+2022-08-28 13:09:59 INFO:  {"cmd":"../demo/nodejs/node-canvas.js","args":["samples/in/ai-body.jpg","samples/out/ai-body.jpg"]} start 
+2022-08-28 13:09:59 INFO:  {"cmd":"../demo/multithread/node-multiprocess.js","args":[]} start 
+2022-08-28 13:10:00 INFO:  {"cmd":"../demo/facematch/node-match.js","args":[]} start 
+2022-08-28 13:10:02 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
+2022-08-28 13:10:02 INFO:  
+2022-08-28 13:10:02 INFO:  test-node.js start 
+2022-08-28 13:10:02 INFO:  test-node.js test: configuration validation 
+2022-08-28 13:10:02 STATE: test-node.js passed: configuration default validation [] 
+2022-08-28 13:10:02 STATE: test-node.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
+2022-08-28 13:10:02 INFO:  test-node.js test: model load 
+2022-08-28 13:10:02 STATE: test-node.js passed: models loaded 23 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
+2022-08-28 13:10:02 INFO:  test-node.js memory: {"memory":{"unreliable":true,"numTensors":1921,"numDataBuffers":1921,"numBytes":63673064}} 
+2022-08-28 13:10:02 INFO:  test-node.js state: {"state":{"registeredVariables":{},"nextTapeNodeId":0,"numBytes":63673064,"numTensors":1921,"numStringTensors":0,"numDataBuffers":1921,"gradientDepth":0,"kernelDepth":0,"scopeStack":[],"numDataMovesStack":[],"nextScopeId":0,"tensorInfo":{},"profiling":false,"activeProfile":{"newBytes":0,"newTensors":0,"peakBytes":0,"kernels":[],"result":null,"kernelNames":[]}}} 
+2022-08-28 13:10:02 INFO:  test-node.js test: warmup 
+2022-08-28 13:10:02 STATE: test-node.js passed: create human 
+2022-08-28 13:10:02 INFO:  test-node.js human version: 2.9.4 
+2022-08-28 13:10:02 INFO:  test-node.js platform: linux x64 agent: NodeJS v18.1.0 
+2022-08-28 13:10:02 INFO:  test-node.js tfjs version: 3.20.0 
+2022-08-28 13:10:02 INFO:  test-node.js env: {"browser":false,"node":true,"platform":"linux x64","agent":"NodeJS v18.1.0","backends":["cpu","tensorflow"],"initial":false,"tfjs":{"version":"3.20.0"},"offscreen":false,"perfadd":false,"tensorflow":{"version":"2.7.3-dev20220521","gpu":false},"wasm":{"supported":true,"backend":false},"webgl":{"supported":false,"backend":false},"webgpu":{"supported":false,"backend":false},"cpu":{"flags":[]},"kernels":169} 
+2022-08-28 13:10:02 STATE: test-node.js passed: set backend: tensorflow 
+2022-08-28 13:10:02 STATE: test-node.js tensors 1921 
+2022-08-28 13:10:02 STATE: test-node.js passed: load models 
+2022-08-28 13:10:02 STATE: test-node.js  result: defined models: 23 loaded models: 12 
+2022-08-28 13:10:02 STATE: test-node.js passed: warmup: none default 
+2022-08-28 13:10:02 DATA:  test-node.js  result: face: 0 body: 0 hand: 0 gesture: 0 object: 0 person: 0 {} {} {} 
+2022-08-28 13:10:02 DATA:  test-node.js  result: performance: load: null total: null 
+2022-08-28 13:10:02 STATE: test-node.js passed: warmup none result match 
+2022-08-28 13:10:02 STATE: test-node.js event: image 
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+2022-08-28 13:10:03 STATE: test-node.js event: warmup 
+2022-08-28 13:10:03 STATE: test-node.js passed: warmup: face default 
+2022-08-28 13:10:03 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
+2022-08-28 13:10:03 DATA:  test-node.js  result: performance: load: null total: 315 
+2022-08-28 13:10:03 STATE: test-node.js passed: warmup face result match 
+2022-08-28 13:10:03 STATE: test-node.js event: image 
+2022-08-28 13:10:03 STATE: test-node.js event: detect 
+2022-08-28 13:10:03 STATE: test-node.js event: warmup 
+2022-08-28 13:10:03 STATE: test-node.js passed: warmup: body default 
+2022-08-28 13:10:03 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:03 DATA:  test-node.js  result: performance: load: null total: 223 
+2022-08-28 13:10:03 STATE: test-node.js passed: warmup body result match 
+2022-08-28 13:10:03 STATE: test-node.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
+2022-08-28 13:10:03 INFO:  test-node.js test: details verification 
+2022-08-28 13:10:03 STATE: test-node.js start default 
+2022-08-28 13:10:03 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:03 STATE: test-node.js event: image 
+2022-08-28 13:10:03 STATE: test-node.js event: detect 
+2022-08-28 13:10:03 STATE: test-node.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-28 13:10:03 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:03 DATA:  test-node.js  result: performance: load: null total: 206 
+2022-08-28 13:10:03 STATE: test-node.js passed: details face length 1 
+2022-08-28 13:10:03 STATE: test-node.js passed: details face score 1 0.93 1 
+2022-08-28 13:10:03 STATE: test-node.js passed: details face age/gender 23.7 female 0.97 85.47 
+2022-08-28 13:10:03 STATE: test-node.js passed: details face arrays 4 478 1024 
+2022-08-28 13:10:03 STATE: test-node.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
+2022-08-28 13:10:03 STATE: test-node.js passed: details face anti-spoofing 0.79 
+2022-08-28 13:10:03 STATE: test-node.js passed: details face liveness 0.83 
+2022-08-28 13:10:03 STATE: test-node.js passed: details body length 1 
+2022-08-28 13:10:03 STATE: test-node.js passed: details body 0.92 17 6 
+2022-08-28 13:10:03 STATE: test-node.js passed: details hand length 1 
+2022-08-28 13:10:03 STATE: test-node.js passed: details hand 0.51 0.73 point 
+2022-08-28 13:10:03 STATE: test-node.js passed: details hand arrays 21 5 7 
+2022-08-28 13:10:03 STATE: test-node.js passed: details gesture length 7 
+2022-08-28 13:10:03 STATE: test-node.js passed: details gesture first {"face":0,"gesture":"facing right"} 
+2022-08-28 13:10:03 STATE: test-node.js passed: details object length 1 
+2022-08-28 13:10:03 STATE: test-node.js passed: details object 0.72 person 
+2022-08-28 13:10:04 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
+2022-08-28 13:10:04 STATE: test-node.js event: image 
+2022-08-28 13:10:04 STATE: test-node.js event: detect 
+2022-08-28 13:10:04 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
+2022-08-28 13:10:04 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
+2022-08-28 13:10:04 STATE: test-node.js event: image 
+2022-08-28 13:10:04 STATE: test-node.js event: detect 
+2022-08-28 13:10:04 STATE: test-node.js passed: tensor shape: [1200,1200,4] dtype: float32 
+2022-08-28 13:10:04 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:04 STATE: test-node.js event: image 
+2022-08-28 13:10:04 STATE: test-node.js event: detect 
+2022-08-28 13:10:04 STATE: test-node.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
+2022-08-28 13:10:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:05 STATE: test-node.js event: image 
+2022-08-28 13:10:05 STATE: test-node.js event: detect 
+2022-08-28 13:10:05 STATE: test-node.js passed: tensor shape: [1200,1200,3] dtype: float32 
+2022-08-28 13:10:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
+2022-08-28 13:10:05 STATE: test-node.js event: image 
+2022-08-28 13:10:05 STATE: test-node.js event: detect 
+2022-08-28 13:10:05 STATE: test-node.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
+2022-08-28 13:10:05 INFO:  test-node.js test default 
+2022-08-28 13:10:05 STATE: test-node.js start async 
+2022-08-28 13:10:05 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:05 STATE: test-node.js event: image 
+2022-08-28 13:10:06 STATE: test-node.js event: detect 
+2022-08-28 13:10:06 STATE: test-node.js passed: detect: samples/in/ai-body.jpg async 
+2022-08-28 13:10:06 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:06 DATA:  test-node.js  result: performance: load: null total: 194 
+2022-08-28 13:10:06 STATE: test-node.js passed: default result face match 1 female 0.97 
+2022-08-28 13:10:06 INFO:  test-node.js test sync 
+2022-08-28 13:10:06 STATE: test-node.js start sync 
+2022-08-28 13:10:06 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:06 STATE: test-node.js event: image 
+2022-08-28 13:10:06 STATE: test-node.js event: detect 
+2022-08-28 13:10:06 STATE: test-node.js passed: detect: samples/in/ai-body.jpg sync 
+2022-08-28 13:10:06 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:06 DATA:  test-node.js  result: performance: load: null total: 190 
+2022-08-28 13:10:06 STATE: test-node.js passed: default sync 1 female 0.97 
+2022-08-28 13:10:06 INFO:  test-node.js test: image process 
+2022-08-28 13:10:06 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:06 STATE: test-node.js passed: image input null [1,256,256,3] 
+2022-08-28 13:10:06 INFO:  test-node.js test: image null 
+2022-08-28 13:10:06 STATE: test-node.js passed: invalid input could not convert input to tensor 
+2022-08-28 13:10:06 INFO:  test-node.js test face similarity 
+2022-08-28 13:10:06 STATE: test-node.js start face similarity 
+2022-08-28 13:10:06 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:06 STATE: test-node.js event: image 
+2022-08-28 13:10:06 STATE: test-node.js event: detect 
+2022-08-28 13:10:06 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face similarity 
+2022-08-28 13:10:06 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:06 DATA:  test-node.js  result: performance: load: null total: 182 
+2022-08-28 13:10:06 STATE: test-node.js start face similarity 
+2022-08-28 13:10:06 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:06 STATE: test-node.js event: image 
+2022-08-28 13:10:07 STATE: test-node.js event: detect 
+2022-08-28 13:10:07 STATE: test-node.js passed: detect: samples/in/ai-body.jpg face similarity 
+2022-08-28 13:10:07 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:07 DATA:  test-node.js  result: performance: load: null total: 194 
+2022-08-28 13:10:07 STATE: test-node.js start face similarity 
+2022-08-28 13:10:07 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-28 13:10:07 STATE: test-node.js event: image 
+2022-08-28 13:10:07 STATE: test-node.js event: detect 
+2022-08-28 13:10:07 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg face similarity 
+2022-08-28 13:10:07 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:07 DATA:  test-node.js  result: performance: load: null total: 169 
+2022-08-28 13:10:07 STATE: test-node.js passed: face descriptor 
+2022-08-28 13:10:07 STATE: test-node.js passed: face similarity {"similarity":[1,0.44727452329649126,0.5567935850640406],"descriptors":[1024,1024,1024]} 
+2022-08-28 13:10:07 INFO:  test-node.js test object 
+2022-08-28 13:10:07 STATE: test-node.js start object 
+2022-08-28 13:10:07 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:07 STATE: test-node.js event: image 
+2022-08-28 13:10:07 STATE: test-node.js event: detect 
+2022-08-28 13:10:07 STATE: test-node.js passed: detect: samples/in/ai-body.jpg object 
+2022-08-28 13:10:07 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:07 DATA:  test-node.js  result: performance: load: null total: 186 
+2022-08-28 13:10:07 STATE: test-node.js passed: centernet 
+2022-08-28 13:10:07 STATE: test-node.js start object 
+2022-08-28 13:10:08 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:08 STATE: test-node.js event: image 
+2022-08-28 13:10:08 STATE: test-node.js event: detect 
+2022-08-28 13:10:08 STATE: test-node.js passed: detect: samples/in/ai-body.jpg object 
+2022-08-28 13:10:08 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 3 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:08 DATA:  test-node.js  result: performance: load: null total: 196 
+2022-08-28 13:10:08 STATE: test-node.js passed: nanodet 
+2022-08-28 13:10:08 INFO:  test-node.js test sensitive 
+2022-08-28 13:10:08 STATE: test-node.js start sensitive 
+2022-08-28 13:10:08 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:08 STATE: test-node.js event: image 
+2022-08-28 13:10:09 STATE: test-node.js event: detect 
+2022-08-28 13:10:09 STATE: test-node.js passed: detect: samples/in/ai-body.jpg sensitive 
+2022-08-28 13:10:09 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:09 DATA:  test-node.js  result: performance: load: null total: 151 
+2022-08-28 13:10:09 STATE: test-node.js passed: sensitive result match 
+2022-08-28 13:10:09 STATE: test-node.js passed: sensitive face result match 
+2022-08-28 13:10:09 STATE: test-node.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
+2022-08-28 13:10:09 STATE: test-node.js passed: sensitive body result match 
+2022-08-28 13:10:09 STATE: test-node.js passed: sensitive hand result match 
+2022-08-28 13:10:09 INFO:  test-node.js test body 
+2022-08-28 13:10:09 STATE: test-node.js start blazepose 
+2022-08-28 13:10:11 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:11 STATE: test-node.js event: image 
+2022-08-28 13:10:11 STATE: test-node.js event: detect 
+2022-08-28 13:10:11 STATE: test-node.js passed: detect: samples/in/ai-body.jpg blazepose 
+2022-08-28 13:10:11 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.99,"keypoints":39} 
+2022-08-28 13:10:11 DATA:  test-node.js  result: performance: load: null total: 202 
+2022-08-28 13:10:11 STATE: test-node.js passed: blazepose 
+2022-08-28 13:10:11 STATE: test-node.js start efficientpose 
+2022-08-28 13:10:12 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:12 STATE: test-node.js event: image 
+2022-08-28 13:10:12 STATE: test-node.js event: detect 
+2022-08-28 13:10:12 STATE: test-node.js passed: detect: samples/in/ai-body.jpg efficientpose 
+2022-08-28 13:10:12 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.75,"keypoints":13} 
+2022-08-28 13:10:12 DATA:  test-node.js  result: performance: load: null total: 229 
+2022-08-28 13:10:12 STATE: test-node.js passed: efficientpose 
+2022-08-28 13:10:12 STATE: test-node.js start posenet 
+2022-08-28 13:10:13 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:13 STATE: test-node.js event: image 
+2022-08-28 13:10:13 STATE: test-node.js event: detect 
+2022-08-28 13:10:13 STATE: test-node.js passed: detect: samples/in/ai-body.jpg posenet 
+2022-08-28 13:10:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.96,"keypoints":16} 
+2022-08-28 13:10:13 DATA:  test-node.js  result: performance: load: null total: 171 
+2022-08-28 13:10:13 STATE: test-node.js passed: posenet 
+2022-08-28 13:10:13 STATE: test-node.js start movenet 
+2022-08-28 13:10:13 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:13 STATE: test-node.js event: image 
+2022-08-28 13:10:13 STATE: test-node.js event: detect 
+2022-08-28 13:10:13 STATE: test-node.js passed: detect: samples/in/ai-body.jpg movenet 
+2022-08-28 13:10:13 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:13 DATA:  test-node.js  result: performance: load: null total: 154 
+2022-08-28 13:10:13 STATE: test-node.js passed: movenet 
+2022-08-28 13:10:13 INFO:  test-node.js test face matching 
+2022-08-28 13:10:13 STATE: test-node.js passed: face database 40 
+2022-08-28 13:10:13 STATE: test-node.js passed: face match {"first":{"index":4,"similarity":0.7827852615252829}} {"second":{"index":4,"similarity":0.5002052633015844}} {"third":{"index":4,"similarity":0.5401587887998899}} 
+2022-08-28 13:10:13 INFO:  test-node.js test face similarity alternative 
+2022-08-28 13:10:13 STATE: test-node.js start face embeddings 
+2022-08-28 13:10:14 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:14 STATE: test-node.js event: image 
+2022-08-28 13:10:14 STATE: test-node.js event: detect 
+2022-08-28 13:10:14 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face embeddings 
+2022-08-28 13:10:14 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:14 DATA:  test-node.js  result: performance: load: null total: 167 
+2022-08-28 13:10:14 STATE: test-node.js passed: mobilefacenet {"embedding":192} 
+2022-08-28 13:10:14 STATE: test-node.js start face embeddings 
+2022-08-28 13:10:15 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:15 STATE: test-node.js event: image 
+2022-08-28 13:10:15 STATE: test-node.js event: detect 
+2022-08-28 13:10:15 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face embeddings 
+2022-08-28 13:10:15 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:15 DATA:  test-node.js  result: performance: load: null total: 174 
+2022-08-28 13:10:15 STATE: test-node.js passed: insightface {"embedding":512} 
+2022-08-28 13:10:15 INFO:  test-node.js test face attention 
+2022-08-28 13:10:15 STATE: test-node.js start face attention 
+2022-08-28 13:10:15 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:15 STATE: test-node.js event: image 
+2022-08-28 13:10:15 STATE: test-node.js event: detect 
+2022-08-28 13:10:15 STATE: test-node.js passed: detect: samples/in/ai-face.jpg face attention 
+2022-08-28 13:10:15 DATA:  test-node.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:15 DATA:  test-node.js  result: performance: load: null total: 154 
+2022-08-28 13:10:15 STATE: test-node.js passed: face attention 
+2022-08-28 13:10:15 INFO:  test-node.js test detectors 
+2022-08-28 13:10:15 STATE: test-node.js start detectors 
+2022-08-28 13:10:16 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:16 STATE: test-node.js event: image 
+2022-08-28 13:10:16 STATE: test-node.js event: detect 
+2022-08-28 13:10:16 STATE: test-node.js passed: detect: samples/in/ai-body.jpg detectors 
+2022-08-28 13:10:16 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:16 DATA:  test-node.js  result: performance: load: null total: 75 
+2022-08-28 13:10:16 STATE: test-node.js passed: detector result face match 
+2022-08-28 13:10:16 STATE: test-node.js passed: detector result hand match 
+2022-08-28 13:10:16 INFO:  test-node.js test: multi-instance 
+2022-08-28 13:10:16 STATE: test-node.js start multi instance 
+2022-08-28 13:10:16 STATE: test-node.js event: image 
+2022-08-28 13:10:16 STATE: test-node.js event: detect 
+2022-08-28 13:10:16 STATE: test-node.js passed: detect: random multi instance 
+2022-08-28 13:10:16 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
+2022-08-28 13:10:16 DATA:  test-node.js  result: performance: load: null total: 82 
+2022-08-28 13:10:16 INFO:  test-node.js test: first instance 
+2022-08-28 13:10:16 STATE: test-node.js start multi instance 
+2022-08-28 13:10:16 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-28 13:10:16 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg multi instance 
+2022-08-28 13:10:16 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:16 DATA:  test-node.js  result: performance: load: null total: 80 
+2022-08-28 13:10:16 INFO:  test-node.js test: second instance 
+2022-08-28 13:10:16 STATE: test-node.js start multi instance 
+2022-08-28 13:10:16 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-28 13:10:16 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg multi instance 
+2022-08-28 13:10:16 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:16 DATA:  test-node.js  result: performance: load: null total: 79 
+2022-08-28 13:10:16 INFO:  test-node.js test: concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js start concurrent 
+2022-08-28 13:10:16 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:16 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:16 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:17 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:17 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-28 13:10:17 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-28 13:10:17 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:17 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:17 STATE: test-node.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151289024} 
+2022-08-28 13:10:17 STATE: test-node.js event: image 
+2022-08-28 13:10:17 STATE: test-node.js event: image 
+2022-08-28 13:10:17 STATE: test-node.js event: image 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 924 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 924 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 924 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 924 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 924 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 924 
+2022-08-28 13:10:18 STATE: test-node.js event: detect 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 678 
+2022-08-28 13:10:18 STATE: test-node.js event: detect 
+2022-08-28 13:10:18 STATE: test-node.js event: detect 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 678 
+2022-08-28 13:10:18 STATE: test-node.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-28 13:10:18 DATA:  test-node.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:18 DATA:  test-node.js  result: performance: load: null total: 678 
+2022-08-28 13:10:18 INFO:  test-node.js test: monkey-patch 
+2022-08-28 13:10:18 STATE: test-node.js event: image 
+2022-08-28 13:10:18 STATE: test-node.js event: detect 
+2022-08-28 13:10:18 STATE: test-node.js passed: monkey patch 
+2022-08-28 13:10:18 STATE: test-node.js passed: segmentation [65536] 
+2022-08-28 13:10:18 STATE: test-node.js passeed: equal usage 
+2022-08-28 13:10:18 INFO:  test-node.js test: input compare 
+2022-08-28 13:10:18 STATE: test-node.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:18 STATE: test-node.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796864} 
+2022-08-28 13:10:18 STATE: test-node.js passed: image compare 0 23.275441687091504 
+2022-08-28 13:10:18 INFO:  test-node.js events: {"image":29,"detect":29,"warmup":2} 
+2022-08-28 13:10:18 INFO:  test-node.js tensors 4105 
+2022-08-28 13:10:18 INFO:  test-node.js test complete: 15623 ms 
+2022-08-28 13:10:18 INFO:  
+2022-08-28 13:10:18 INFO:  test-node-gpu.js start 
+2022-08-28 13:10:19 INFO:  test-node-gpu.js test: configuration validation 
+2022-08-28 13:10:19 STATE: test-node-gpu.js passed: configuration default validation [] 
+2022-08-28 13:10:19 STATE: test-node-gpu.js passed: configuration invalid validation [{"reason":"unknown property","where":"config.invalid = true"}] 
+2022-08-28 13:10:19 INFO:  test-node-gpu.js test: model load 
+2022-08-28 13:10:19 STATE: test-node-gpu.js passed: models loaded 23 12 [{"name":"ssrnetage","loaded":false,"url":null},{"name":"gear","loaded":false,"url":null},{"name":"blazeposedetect","loaded":false,"url":null},{"name":"blazepose","loaded":false,"url":null},{"name":"centernet","loaded":true,"url":"file://models/mb3-centernet.json"},{"name":"efficientpose","loaded":false,"url":null},{"name":"mobilefacenet","loaded":false,"url":null},{"name":"insightface","loaded":false,"url":null},{"name":"emotion","loaded":true,"url":"file://models/emotion.json"},{"name":"facedetect","loaded":true,"url":"file://models/blazeface.json"},{"name":"faceiris","loaded":true,"url":"file://models/iris.json"},{"name":"facemesh","loaded":true,"url":"file://models/facemesh.json"},{"name":"faceres","loaded":true,"url":"file://models/faceres.json"},{"name":"ssrnetgender","loaded":false,"url":null},{"name":"handpose","loaded":false,"url":null},{"name":"handskeleton","loaded":true,"url":"file://models/handlandmark-full.json"},{"name":"handtrack","loaded":true,"url":"file://models/handtrack.json"},{"name":"liveness","loaded":true,"url":"file://models/liveness.json"},{"name":"movenet","loaded":true,"url":"file://models/movenet-lightning.json"},{"name":"nanodet","loaded":false,"url":null},{"name":"posenet","loaded":false,"url":null},{"name":"segmentation","loaded":true,"url":"file://models/selfie.json"},{"name":"antispoof","loaded":true,"url":"file://models/antispoof.json"}] 
+2022-08-28 13:10:19 INFO:  test-node-gpu.js memory: {"memory":{"unreliable":true,"numTensors":1921,"numDataBuffers":1921,"numBytes":63673064}} 
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+2022-08-28 13:10:19 INFO:  test-node-gpu.js test: warmup 
+2022-08-28 13:10:19 STATE: test-node-gpu.js passed: create human 
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+2022-08-28 13:10:19 STATE: test-node-gpu.js passed: set backend: tensorflow 
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+2022-08-28 13:10:19 DATA:  test-node-gpu.js  result: performance: load: null total: null 
+2022-08-28 13:10:19 STATE: test-node-gpu.js passed: warmup none result match 
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+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: warmup: face default 
+2022-08-28 13:10:24 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.42,"keypoints":4} 
+2022-08-28 13:10:24 DATA:  test-node-gpu.js  result: performance: load: null total: 4115 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: warmup face result match 
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+2022-08-28 13:10:24 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:24 DATA:  test-node-gpu.js  result: performance: load: null total: 133 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: warmup body result match 
+2022-08-28 13:10:24 STATE: test-node-gpu.js details: {"face":{"boxScore":0.92,"faceScore":1,"age":23.7,"gender":"female","genderScore":0.97},"emotion":[{"score":0.63,"emotion":"angry"},{"score":0.22,"emotion":"fear"}],"body":{"score":0.92,"keypoints":17},"hand":{"boxScore":0.52,"fingerScore":0.73,"keypoints":21},"gestures":[{"face":0,"gesture":"facing right"},{"face":0,"gesture":"mouth 10% open"},{"hand":0,"gesture":"pinky forward"},{"hand":0,"gesture":"palm up"},{"hand":0,"gesture":"open palm"},{"iris":0,"gesture":"looking left"},{"iris":0,"gesture":"looking up"}]} 
+2022-08-28 13:10:24 INFO:  test-node-gpu.js test: details verification 
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+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg default 
+2022-08-28 13:10:24 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:24 DATA:  test-node-gpu.js  result: performance: load: null total: 129 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details face length 1 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details face score 1 0.93 1 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details face age/gender 23.7 female 0.97 85.47 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details face arrays 4 478 1024 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details face emotion 2 {"score":0.59,"emotion":"angry"} 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details face anti-spoofing 0.79 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details face liveness 0.83 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details body length 1 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details body 0.92 17 6 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details hand length 1 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details hand 0.51 0.73 point 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details hand arrays 21 5 7 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details gesture length 7 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details gesture first {"face":0,"gesture":"facing right"} 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details object length 1 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: details object 0.72 person 
+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996928} 
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+2022-08-28 13:10:24 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,4] dtype: float32 
+2022-08-28 13:10:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1200,1200,4] {"checksum":1371996928} 
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+2022-08-28 13:10:25 STATE: test-node-gpu.js passed: tensor shape: [1200,1200,4] dtype: float32 
+2022-08-28 13:10:25 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
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+2022-08-28 13:10:25 STATE: test-node-gpu.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
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+2022-08-28 13:10:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
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+2022-08-28 13:10:26 STATE: test-node-gpu.js start async 
+2022-08-28 13:10:26 STATE: test-node-gpu.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1004796928} 
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+2022-08-28 13:10:26 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg async 
+2022-08-28 13:10:26 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:26 DATA:  test-node-gpu.js  result: performance: load: null total: 141 
+2022-08-28 13:10:26 STATE: test-node-gpu.js passed: default result face match 1 female 0.97 
+2022-08-28 13:10:26 INFO:  test-node-gpu.js test sync 
+2022-08-28 13:10:26 STATE: test-node-gpu.js start sync 
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+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg sync 
+2022-08-28 13:10:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:27 DATA:  test-node-gpu.js  result: performance: load: null total: 162 
+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: default sync 1 female 0.97 
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+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34696120} 
+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: image input null [1,256,256,3] 
+2022-08-28 13:10:27 INFO:  test-node-gpu.js test: image null 
+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: invalid input could not convert input to tensor 
+2022-08-28 13:10:27 INFO:  test-node-gpu.js test face similarity 
+2022-08-28 13:10:27 STATE: test-node-gpu.js start face similarity 
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+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-face.jpg face similarity 
+2022-08-28 13:10:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:27 DATA:  test-node-gpu.js  result: performance: load: null total: 158 
+2022-08-28 13:10:27 STATE: test-node-gpu.js start face similarity 
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+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg face similarity 
+2022-08-28 13:10:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:27 DATA:  test-node-gpu.js  result: performance: load: null total: 163 
+2022-08-28 13:10:27 STATE: test-node-gpu.js start face similarity 
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+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: detect: samples/in/ai-upper.jpg face similarity 
+2022-08-28 13:10:27 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:27 DATA:  test-node-gpu.js  result: performance: load: null total: 134 
+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: face descriptor 
+2022-08-28 13:10:27 STATE: test-node-gpu.js passed: face similarity {"similarity":[1,0.447238756461232,0.556914029877052],"descriptors":[1024,1024,1024]} 
+2022-08-28 13:10:27 INFO:  test-node-gpu.js test object 
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+2022-08-28 13:10:28 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 1 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:28 DATA:  test-node-gpu.js  result: performance: load: null total: 205 
+2022-08-28 13:10:28 STATE: test-node-gpu.js passed: centernet 
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+2022-08-28 13:10:29 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 1 gesture: 7 object: 3 person: 1 {"score":1,"age":23.7,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:29 DATA:  test-node-gpu.js  result: performance: load: null total: 481 
+2022-08-28 13:10:29 STATE: test-node-gpu.js passed: nanodet 
+2022-08-28 13:10:29 INFO:  test-node-gpu.js test sensitive 
+2022-08-28 13:10:29 STATE: test-node-gpu.js start sensitive 
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+2022-08-28 13:10:29 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:29 DATA:  test-node-gpu.js  result: performance: load: null total: 109 
+2022-08-28 13:10:29 STATE: test-node-gpu.js passed: sensitive result match 
+2022-08-28 13:10:29 STATE: test-node-gpu.js passed: sensitive face result match 
+2022-08-28 13:10:29 STATE: test-node-gpu.js passed: sensitive face emotion result [{"score":0.59,"emotion":"angry"},{"score":0.29,"emotion":"fear"}] 
+2022-08-28 13:10:29 STATE: test-node-gpu.js passed: sensitive body result match 
+2022-08-28 13:10:29 STATE: test-node-gpu.js passed: sensitive hand result match 
+2022-08-28 13:10:29 INFO:  test-node-gpu.js test body 
+2022-08-28 13:10:29 STATE: test-node-gpu.js start blazepose 
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+2022-08-28 13:10:31 STATE: test-node-gpu.js passed: detect: samples/in/ai-body.jpg blazepose 
+2022-08-28 13:10:31 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.99,"keypoints":39} 
+2022-08-28 13:10:31 DATA:  test-node-gpu.js  result: performance: load: null total: 231 
+2022-08-28 13:10:31 STATE: test-node-gpu.js passed: blazepose 
+2022-08-28 13:10:31 STATE: test-node-gpu.js start efficientpose 
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+2022-08-28 13:10:33 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 2 gesture: 9 object: 0 person: 1 {"score":1,"age":23.7,"gender":"female"} {} {"score":0.75,"keypoints":13} 
+2022-08-28 13:10:33 DATA:  test-node-gpu.js  result: performance: load: null total: 845 
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+2022-08-28 13:10:33 STATE: test-node-gpu.js start posenet 
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+2022-08-28 13:10:33 DATA:  test-node-gpu.js  result: performance: load: null total: 116 
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+2022-08-28 13:10:33 STATE: test-node-gpu.js start movenet 
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+2022-08-28 13:10:33 DATA:  test-node-gpu.js  result: performance: load: null total: 94 
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+2022-08-28 13:10:33 INFO:  test-node-gpu.js test face matching 
+2022-08-28 13:10:33 STATE: test-node-gpu.js passed: face database 40 
+2022-08-28 13:10:33 STATE: test-node-gpu.js passed: face match {"first":{"index":4,"similarity":0.7828184453007331}} {"second":{"index":4,"similarity":0.5001334216773398}} {"third":{"index":4,"similarity":0.5403054967489764}} 
+2022-08-28 13:10:33 INFO:  test-node-gpu.js test face similarity alternative 
+2022-08-28 13:10:33 STATE: test-node-gpu.js start face embeddings 
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+2022-08-28 13:10:44 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:44 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:44 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,3] dtype: float32 
+2022-08-28 13:10:44 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1200,1200,3] {"checksum":1038921856} 
+2022-08-28 13:10:44 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:45 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:45 STATE: test-node-wasm.js passed: tensor shape: [1200,1200,3] dtype: float32 
+2022-08-28 13:10:45 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,4] {"checksum":1371996871} 
+2022-08-28 13:10:45 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:45 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:45 STATE: test-node-wasm.js passed: tensor shape: [1,1200,1200,4] dtype: int32 
+2022-08-28 13:10:45 INFO:  test-node-wasm.js test default 
+2022-08-28 13:10:45 STATE: test-node-wasm.js start async 
+2022-08-28 13:10:45 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-28 13:10:45 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:46 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg async 
+2022-08-28 13:10:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:46 DATA:  test-node-wasm.js  result: performance: load: null total: 323 
+2022-08-28 13:10:46 STATE: test-node-wasm.js passed: default result face match 1 female 0.97 
+2022-08-28 13:10:46 INFO:  test-node-wasm.js test sync 
+2022-08-28 13:10:46 STATE: test-node-wasm.js start sync 
+2022-08-28 13:10:46 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-28 13:10:46 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:46 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:46 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg sync 
+2022-08-28 13:10:46 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:46 DATA:  test-node-wasm.js  result: performance: load: null total: 328 
+2022-08-28 13:10:46 STATE: test-node-wasm.js passed: default sync 1 female 0.97 
+2022-08-28 13:10:46 INFO:  test-node-wasm.js test: image process 
+2022-08-28 13:10:46 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-28 13:10:46 STATE: test-node-wasm.js passed: image input null [1,256,256,3] 
+2022-08-28 13:10:46 INFO:  test-node-wasm.js test: image null 
+2022-08-28 13:10:46 STATE: test-node-wasm.js passed: invalid input could not convert input to tensor 
+2022-08-28 13:10:46 INFO:  test-node-wasm.js test face similarity 
+2022-08-28 13:10:46 STATE: test-node-wasm.js start face similarity 
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+2022-08-28 13:10:47 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg face similarity 
+2022-08-28 13:10:47 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 6 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:47 DATA:  test-node-wasm.js  result: performance: load: null total: 300 
+2022-08-28 13:10:47 STATE: test-node-wasm.js start face similarity 
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+2022-08-28 13:10:47 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:47 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg face similarity 
+2022-08-28 13:10:47 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:47 DATA:  test-node-wasm.js  result: performance: load: null total: 336 
+2022-08-28 13:10:47 STATE: test-node-wasm.js start face similarity 
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+2022-08-28 13:10:48 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg face similarity 
+2022-08-28 13:10:48 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"score":1,"age":23.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:48 DATA:  test-node-wasm.js  result: performance: load: null total: 305 
+2022-08-28 13:10:48 STATE: test-node-wasm.js passed: face descriptor 
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+2022-08-28 13:10:48 INFO:  test-node-wasm.js test object 
+2022-08-28 13:10:48 STATE: test-node-wasm.js start object 
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+2022-08-28 13:10:48 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:48 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg object 
+2022-08-28 13:10:48 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 1 person: 1 {"score":1,"age":29.6,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:48 DATA:  test-node-wasm.js  result: performance: load: null total: 331 
+2022-08-28 13:10:48 STATE: test-node-wasm.js passed: centernet 
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+2022-08-28 13:10:49 WARN:  test-node-wasm.js missing kernel ops {"title":"object","model":"nanodet","url":"https://vladmandic.github.io/human-models/models/nanodet.json","missing":["sparsetodense"],"backkend":"wasm"} 
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+2022-08-28 13:10:49 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:50 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:50 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg object 
+2022-08-28 13:10:50 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 8 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:50 DATA:  test-node-wasm.js  result: performance: load: null total: 213 
+2022-08-28 13:10:50 ERROR: test-node-wasm.js failed: nanodet [] 
+2022-08-28 13:10:50 INFO:  test-node-wasm.js test sensitive 
+2022-08-28 13:10:50 STATE: test-node-wasm.js start sensitive 
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+2022-08-28 13:10:50 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg sensitive 
+2022-08-28 13:10:50 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:50 DATA:  test-node-wasm.js  result: performance: load: null total: 250 
+2022-08-28 13:10:50 STATE: test-node-wasm.js passed: sensitive result match 
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+2022-08-28 13:10:50 STATE: test-node-wasm.js passed: sensitive body result match 
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+2022-08-28 13:10:50 INFO:  test-node-wasm.js test body 
+2022-08-28 13:10:50 STATE: test-node-wasm.js start blazepose 
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+2022-08-28 13:10:52 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg blazepose 
+2022-08-28 13:10:52 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.99,"keypoints":39} 
+2022-08-28 13:10:52 DATA:  test-node-wasm.js  result: performance: load: null total: 404 
+2022-08-28 13:10:52 STATE: test-node-wasm.js passed: blazepose 
+2022-08-28 13:10:52 STATE: test-node-wasm.js start efficientpose 
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+2022-08-28 13:10:54 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg efficientpose 
+2022-08-28 13:10:54 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.75,"keypoints":13} 
+2022-08-28 13:10:54 DATA:  test-node-wasm.js  result: performance: load: null total: 656 
+2022-08-28 13:10:54 STATE: test-node-wasm.js passed: efficientpose 
+2022-08-28 13:10:54 STATE: test-node-wasm.js start posenet 
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+2022-08-28 13:10:55 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg posenet 
+2022-08-28 13:10:55 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.96,"keypoints":16} 
+2022-08-28 13:10:55 DATA:  test-node-wasm.js  result: performance: load: null total: 282 
+2022-08-28 13:10:55 STATE: test-node-wasm.js passed: posenet 
+2022-08-28 13:10:55 STATE: test-node-wasm.js start movenet 
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+2022-08-28 13:10:55 STATE: test-node-wasm.js event: image 
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+2022-08-28 13:10:55 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg movenet 
+2022-08-28 13:10:55 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 10 object: 0 person: 1 {"score":1,"age":29.6,"gender":"female"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:55 DATA:  test-node-wasm.js  result: performance: load: null total: 248 
+2022-08-28 13:10:55 STATE: test-node-wasm.js passed: movenet 
+2022-08-28 13:10:55 INFO:  test-node-wasm.js test face matching 
+2022-08-28 13:10:55 STATE: test-node-wasm.js passed: face database 40 
+2022-08-28 13:10:55 STATE: test-node-wasm.js passed: face match {"first":{"index":4,"similarity":0.7827852754786533}} {"second":{"index":4,"similarity":0.5660821189104794}} {"third":{"index":4,"similarity":0.45074189882665594}} 
+2022-08-28 13:10:55 INFO:  test-node-wasm.js test face similarity alternative 
+2022-08-28 13:10:55 STATE: test-node-wasm.js start face embeddings 
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+2022-08-28 13:10:55 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:56 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:56 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg face embeddings 
+2022-08-28 13:10:56 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:56 DATA:  test-node-wasm.js  result: performance: load: null total: 257 
+2022-08-28 13:10:56 STATE: test-node-wasm.js passed: mobilefacenet {"embedding":192} 
+2022-08-28 13:10:56 STATE: test-node-wasm.js start face embeddings 
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+2022-08-28 13:10:56 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:57 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:57 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg face embeddings 
+2022-08-28 13:10:57 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 2 gesture: 8 object: 0 person: 1 {"score":1,"age":23.5,"gender":"female"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:57 DATA:  test-node-wasm.js  result: performance: load: null total: 281 
+2022-08-28 13:10:57 STATE: test-node-wasm.js passed: insightface {"embedding":512} 
+2022-08-28 13:10:57 INFO:  test-node-wasm.js test face attention 
+2022-08-28 13:10:57 STATE: test-node-wasm.js start face attention 
+2022-08-28 13:10:57 WARN:  test-node-wasm.js missing kernel ops {"title":"face attention","model":"facemesh","url":"https://vladmandic.github.io/human-models/models/facemesh-attention.json","missing":["atan2"],"backkend":"wasm"} 
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+2022-08-28 13:10:57 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:57 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:57 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg face attention 
+2022-08-28 13:10:57 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 1 gesture: 2 object: 0 person: 0 {} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:10:57 DATA:  test-node-wasm.js  result: performance: load: null total: 114 
+2022-08-28 13:10:57 ERROR: test-node-wasm.js failed: face attention {"annotations":0} 
+2022-08-28 13:10:57 INFO:  test-node-wasm.js test detectors 
+2022-08-28 13:10:57 STATE: test-node-wasm.js start detectors 
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+2022-08-28 13:10:57 STATE: test-node-wasm.js event: image 
+2022-08-28 13:10:58 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg detectors 
+2022-08-28 13:10:58 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:10:58 DATA:  test-node-wasm.js  result: performance: load: null total: 115 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: detector result face match 
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+2022-08-28 13:10:58 INFO:  test-node-wasm.js test: multi-instance 
+2022-08-28 13:10:58 STATE: test-node-wasm.js start multi instance 
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+2022-08-28 13:10:58 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: detect: random multi instance 
+2022-08-28 13:10:58 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
+2022-08-28 13:10:58 DATA:  test-node-wasm.js  result: performance: load: null total: 92 
+2022-08-28 13:10:58 INFO:  test-node-wasm.js test: first instance 
+2022-08-28 13:10:58 STATE: test-node-wasm.js start multi instance 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg multi instance 
+2022-08-28 13:10:58 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:58 DATA:  test-node-wasm.js  result: performance: load: null total: 104 
+2022-08-28 13:10:58 INFO:  test-node-wasm.js test: second instance 
+2022-08-28 13:10:58 STATE: test-node-wasm.js start multi instance 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg multi instance 
+2022-08-28 13:10:58 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:10:58 DATA:  test-node-wasm.js  result: performance: load: null total: 105 
+2022-08-28 13:10:58 INFO:  test-node-wasm.js test: concurrent 
+2022-08-28 13:10:58 STATE: test-node-wasm.js start concurrent 
+2022-08-28 13:10:58 STATE: test-node-wasm.js start concurrent 
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+2022-08-28 13:10:58 STATE: test-node-wasm.js start concurrent 
+2022-08-28 13:10:58 STATE: test-node-wasm.js start concurrent 
+2022-08-28 13:10:58 STATE: test-node-wasm.js start concurrent 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-28 13:10:58 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-28 13:10:59 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-28 13:10:59 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-28 13:10:59 STATE: test-node-wasm.js passed: load image: samples/in/ai-upper.jpg [1,720,688,3] {"checksum":151155104} 
+2022-08-28 13:10:59 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-28 13:10:59 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
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+2022-08-28 13:10:59 STATE: test-node-wasm.js event: image 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 1269 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 1269 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 1269 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 1269 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 1269 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 1269 
+2022-08-28 13:11:00 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-upper.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 0 object: 0 person: 1 {"score":0.96,"gender":"unknown"} {} {"score":0.75,"keypoints":7} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 967 
+2022-08-28 13:11:00 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:11:00 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-face.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.91,"gender":"unknown"} {} {"score":0.47,"keypoints":3} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 967 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: detect: samples/in/ai-body.jpg concurrent 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 1 gesture: 0 object: 0 person: 1 {"score":0.93,"gender":"unknown"} {} {"score":0.92,"keypoints":17} 
+2022-08-28 13:11:00 DATA:  test-node-wasm.js  result: performance: load: null total: 967 
+2022-08-28 13:11:00 INFO:  test-node-wasm.js test: monkey-patch 
+2022-08-28 13:11:00 STATE: test-node-wasm.js event: image 
+2022-08-28 13:11:00 STATE: test-node-wasm.js event: detect 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: monkey patch 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: segmentation [65536] 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passeed: equal usage 
+2022-08-28 13:11:00 INFO:  test-node-wasm.js test: input compare 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: load image: samples/in/ai-face.jpg [1,256,256,3] {"checksum":34697856} 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: load image: samples/in/ai-body.jpg [1,1200,1200,3] {"checksum":1038921856} 
+2022-08-28 13:11:00 STATE: test-node-wasm.js passed: image compare 0 23.280073018790848 
+2022-08-28 13:11:00 INFO:  test-node-wasm.js events: {"image":29,"detect":29,"warmup":2} 
+2022-08-28 13:11:00 INFO:  test-node-wasm.js tensors 4107 
+2022-08-28 13:11:00 INFO:  test-node-wasm.js test complete: 21212 ms 
+2022-08-28 13:11:00 STATE: all tests complete 
+2022-08-28 13:11:00 INFO:    status {"test":"../demo/nodejs/node.js","passed":1,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"../demo/nodejs/node-simple.js","passed":1,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"../demo/nodejs/node-fetch.js","passed":1,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"../demo/nodejs/node-event.js","passed":1,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"../demo/nodejs/node-similarity.js","passed":1,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"../demo/nodejs/node-canvas.js","passed":1,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"../demo/multithread/node-multiprocess.js","passed":1,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"../demo/facematch/node-match.js","passed":1,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"test-node.js","passed":125,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"test-node-gpu.js","passed":125,"failed":0} 
+2022-08-28 13:11:00 INFO:    status {"test":"test-node-wasm.js","passed":124,"failed":2} 
+2022-08-28 13:11:00 INFO:  failures {"count":2} 
+2022-08-28 13:11:00 WARN:    failed {"test":"test-node-wasm.js","message":["error",["failed: nanodet",[]]]} 
+2022-08-28 13:11:00 WARN:    failed {"test":"test-node-wasm.js","message":["error",["failed: face attention",{"annotations":0}]]} 
diff --git a/typedoc/assets/main.js b/typedoc/assets/main.js
index c815b334..abd0485a 100644
--- a/typedoc/assets/main.js
+++ b/typedoc/assets/main.js
@@ -1,5 +1,5 @@
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L=d.exec(c);g=L[1],C=L[2],d=m,d.test(g)&&(c=g+n[C])}if(d=V,x=W,d.test(c)){var L=d.exec(c);g=L[1],d=v,d.test(g)&&(c=g)}else if(x.test(c)){var L=x.exec(c);g=L[1]+L[2],x=v,x.test(g)&&(c=g)}if(d=P,d.test(c)){var L=d.exec(c);g=L[1],d=v,x=b,O=G,(d.test(g)||x.test(g)&&!O.test(g))&&(c=g)}return d=U,x=v,d.test(c)&&x.test(c)&&(d=S,c=c.replace(d,"")),T=="y"&&(c=T.toLowerCase()+c.substr(1)),c};return function(M){return M.update(N)}}(),t.Pipeline.registerFunction(t.stemmer,"stemmer");t.generateStopWordFilter=function(e){var n=e.reduce(function(r,i){return r[i]=i,r},{});return function(r){if(r&&n[r.toString()]!==r.toString())return r}},t.stopWordFilter=t.generateStopWordFilter(["a","able","about","across","after","all","almost","also","am","among","an","and","any","are","as","at","be","because","been","but","by","can","cannot","could","dear","did","do","does","either","else","ever","every","for","from","get","got","had","has","have","he","her","hers","him","his","how","however","i","if","in","into","is","it","its","just","least","let","like","likely","may","me","might","most","must","my","neither","no","nor","not","of","off","often","on","only","or","other","our","own","rather","said","say","says","she","should","since","so","some","than","that","the","their","them","then","there","these","they","this","tis","to","too","twas","us","wants","was","we","were","what","when","where","which","while","who","whom","why","will","with","would","yet","you","your"]),t.Pipeline.registerFunction(t.stopWordFilter,"stopWordFilter");t.trimmer=function(e){return e.update(function(n){return n.replace(/^\W+/,"").replace(/\W+$/,"")})},t.Pipeline.registerFunction(t.trimmer,"trimmer");t.TokenSet=function(){this.final=!1,this.edges={},this.id=t.TokenSet._nextId,t.TokenSet._nextId+=1},t.TokenSet._nextId=1,t.TokenSet.fromArray=function(e){for(var n=new t.TokenSet.Builder,r=0,i=e.length;r<i;r++)n.insert(e[r]);return n.finish(),n.root},t.TokenSet.fromClause=function(e){return"editDistance"in e?t.TokenSet.fromFuzzyString(e.term,e.editDistance):t.TokenSet.fromString(e.term)},t.TokenSet.fromFuzzyString=function(e,n){for(var r=new t.TokenSet,i=[{node:r,editsRemaining:n,str:e}];i.length;){var s=i.pop();if(s.str.length>0){var o=s.str.charAt(0),a;o in s.node.edges?a=s.node.edges[o]:(a=new t.TokenSet,s.node.edges[o]=a),s.str.length==1&&(a.final=!0),i.push({node:a,editsRemaining:s.editsRemaining,str:s.str.slice(1)})}if(s.editsRemaining!=0){if("*"in s.node.edges)var u=s.node.edges["*"];else{var u=new t.TokenSet;s.node.edges["*"]=u}if(s.str.length==0&&(u.final=!0),i.push({node:u,editsRemaining:s.editsRemaining-1,str:s.str}),s.str.length>1&&i.push({node:s.node,editsRemaining:s.editsRemaining-1,str:s.str.slice(1)}),s.str.length==1&&(s.node.final=!0),s.str.length>=1){if("*"in s.node.edges)var l=s.node.edges["*"];else{var l=new t.TokenSet;s.node.edges["*"]=l}s.str.length==1&&(l.final=!0),i.push({node:l,editsRemaining:s.editsRemaining-1,str:s.str.slice(1)})}if(s.str.length>1){var h=s.str.charAt(0),m=s.str.charAt(1),v;m in s.node.edges?v=s.node.edges[m]:(v=new t.TokenSet,s.node.edges[m]=v),s.str.length==1&&(v.final=!0),i.push({node:v,editsRemaining:s.editsRemaining-1,str:h+s.str.slice(2)})}}}return r},t.TokenSet.fromString=function(e){for(var n=new t.TokenSet,r=n,i=0,s=e.length;i<s;i++){var o=e[i],a=i==s-1;if(o=="*")n.edges[o]=n,n.final=a;else{var u=new t.TokenSet;u.final=a,n.edges[o]=u,n=u}}return r},t.TokenSet.prototype.toArray=function(){for(var e=[],n=[{prefix:"",node:this}];n.length;){var r=n.pop(),i=Object.keys(r.node.edges),s=i.length;r.node.final&&(r.prefix.charAt(0),e.push(r.prefix));for(var o=0;o<s;o++){var a=i[o];n.push({prefix:r.prefix.concat(a),node:r.node.edges[a]})}}return e},t.TokenSet.prototype.toString=function(){if(this._str)return this._str;for(var e=this.final?"1":"0",n=Object.keys(this.edges).sort(),r=n.length,i=0;i<r;i++){var s=n[i],o=this.edges[s];e=e+s+o.id}return e},t.TokenSet.prototype.intersect=function(e){for(var n=new t.TokenSet,r=void 0,i=[{qNode:e,output:n,node:this}];i.length;){r=i.pop();for(var s=Object.keys(r.qNode.edges),o=s.length,a=Object.keys(r.node.edges),u=a.length,l=0;l<o;l++)for(var h=s[l],m=0;m<u;m++){var v=a[m];if(v==h||h=="*"){var b=r.node.edges[v],y=r.qNode.edges[h],E=b.final&&y.final,f=void 0;v in r.output.edges?(f=r.output.edges[v],f.final=f.final||E):(f=new t.TokenSet,f.final=E,r.output.edges[v]=f),i.push({qNode:y,output:f,node:b})}}}return n},t.TokenSet.Builder=function(){this.previousWord="",this.root=new t.TokenSet,this.uncheckedNodes=[],this.minimizedNodes={}},t.TokenSet.Builder.prototype.insert=function(e){var n,r=0;if(e<this.previousWord)throw new Error("Out of order word insertion");for(var i=0;i<e.length&&i<this.previousWord.length&&e[i]==this.previousWord[i];i++)r++;this.minimize(r),this.uncheckedNodes.length==0?n=this.root:n=this.uncheckedNodes[this.uncheckedNodes.length-1].child;for(var i=r;i<e.length;i++){var s=new t.TokenSet,o=e[i];n.edges[o]=s,this.uncheckedNodes.push({parent:n,char:o,child:s}),n=s}n.final=!0,this.previousWord=e},t.TokenSet.Builder.prototype.finish=function(){this.minimize(0)},t.TokenSet.Builder.prototype.minimize=function(e){for(var n=this.uncheckedNodes.length-1;n>=e;n--){var r=this.uncheckedNodes[n],i=r.child.toString();i in this.minimizedNodes?r.parent.edges[r.char]=this.minimizedNodes[i]:(r.child._str=i,this.minimizedNodes[i]=r.child),this.uncheckedNodes.pop()}};t.Index=function(e){this.invertedIndex=e.invertedIndex,this.fieldVectors=e.fieldVectors,this.tokenSet=e.tokenSet,this.fields=e.fields,this.pipeline=e.pipeline},t.Index.prototype.search=function(e){return this.query(function(n){var r=new t.QueryParser(e,n);r.parse()})},t.Index.prototype.query=function(e){for(var n=new t.Query(this.fields),r=Object.create(null),i=Object.create(null),s=Object.create(null),o=Object.create(null),a=Object.create(null),u=0;u<this.fields.length;u++)i[this.fields[u]]=new t.Vector;e.call(n,n);for(var u=0;u<n.clauses.length;u++){var l=n.clauses[u],h=null,m=t.Set.empty;l.usePipeline?h=this.pipeline.runString(l.term,{fields:l.fields}):h=[l.term];for(var v=0;v<h.length;v++){var b=h[v];l.term=b;var y=t.TokenSet.fromClause(l),E=this.tokenSet.intersect(y).toArray();if(E.length===0&&l.presence===t.Query.presence.REQUIRED){for(var f=0;f<l.fields.length;f++){var p=l.fields[f];o[p]=t.Set.empty}break}for(var w=0;w<E.length;w++)for(var S=E[w],I=this.invertedIndex[S],_=I._index,f=0;f<l.fields.length;f++){var p=l.fields[f],z=I[p],A=Object.keys(z),q=S+"/"+p,$=new t.Set(A);if(l.presence==t.Query.presence.REQUIRED&&(m=m.union($),o[p]===void 0&&(o[p]=t.Set.complete)),l.presence==t.Query.presence.PROHIBITED){a[p]===void 0&&(a[p]=t.Set.empty),a[p]=a[p].union($);continue}if(i[p].upsert(_,l.boost,function(ke,Ie){return ke+Ie}),!s[q]){for(var V=0;V<A.length;V++){var W=A[V],P=new t.FieldRef(W,p),U=z[W],G;(G=r[P])===void 0?r[P]=new t.MatchData(S,p,U):G.add(S,p,U)}s[q]=!0}}}if(l.presence===t.Query.presence.REQUIRED)for(var f=0;f<l.fields.length;f++){var p=l.fields[f];o[p]=o[p].intersect(m)}}for(var N=t.Set.complete,M=t.Set.empty,u=0;u<this.fields.length;u++){var p=this.fields[u];o[p]&&(N=N.intersect(o[p])),a[p]&&(M=M.union(a[p]))}var c=Object.keys(r),g=[],C=Object.create(null);if(n.isNegated()){c=Object.keys(this.fieldVectors);for(var u=0;u<c.length;u++){var P=c[u],T=t.FieldRef.fromString(P);r[P]=new t.MatchData}}for(var u=0;u<c.length;u++){var T=t.FieldRef.fromString(c[u]),d=T.docRef;if(!!N.contains(d)&&!M.contains(d)){var x=this.fieldVectors[T],O=i[T.fieldName].similarity(x),D;if((D=C[d])!==void 0)D.score+=O,D.matchData.combine(r[T]);else{var L={ref:d,score:O,matchData:r[T]};C[d]=L,g.push(L)}}}return g.sort(function(we,Te){return Te.score-we.score})},t.Index.prototype.toJSON=function(){var e=Object.keys(this.invertedIndex).sort().map(function(r){return[r,this.invertedIndex[r]]},this),n=Object.keys(this.fieldVectors).map(function(r){return[r,this.fieldVectors[r].toJSON()]},this);return{version:t.version,fields:this.fields,fieldVectors:n,invertedIndex:e,pipeline:this.pipeline.toJSON()}},t.Index.load=function(e){var n={},r={},i=e.fieldVectors,s=Object.create(null),o=e.invertedIndex,a=new t.TokenSet.Builder,u=t.Pipeline.load(e.pipeline);e.version!=t.version&&t.utils.warn("Version mismatch when loading serialised index. Current version of lunr '"+t.version+"' does not match serialized index '"+e.version+"'");for(var l=0;l<i.length;l++){var h=i[l],m=h[0],v=h[1];r[m]=new t.Vector(v)}for(var l=0;l<o.length;l++){var h=o[l],b=h[0],y=h[1];a.insert(b),s[b]=y}return a.finish(),n.fields=e.fields,n.fieldVectors=r,n.invertedIndex=s,n.tokenSet=a.root,n.pipeline=u,new t.Index(n)};t.Builder=function(){this._ref="id",this._fields=Object.create(null),this._documents=Object.create(null),this.invertedIndex=Object.create(null),this.fieldTermFrequencies={},this.fieldLengths={},this.tokenizer=t.tokenizer,this.pipeline=new t.Pipeline,this.searchPipeline=new t.Pipeline,this.documentCount=0,this._b=.75,this._k1=1.2,this.termIndex=0,this.metadataWhitelist=[]},t.Builder.prototype.ref=function(e){this._ref=e},t.Builder.prototype.field=function(e,n){if(/\//.test(e))throw new RangeError("Field '"+e+"' contains illegal character '/'");this._fields[e]=n||{}},t.Builder.prototype.b=function(e){e<0?this._b=0:e>1?this._b=1:this._b=e},t.Builder.prototype.k1=function(e){this._k1=e},t.Builder.prototype.add=function(e,n){var r=e[this._ref],i=Object.keys(this._fields);this._documents[r]=n||{},this.documentCount+=1;for(var s=0;s<i.length;s++){var o=i[s],a=this._fields[o].extractor,u=a?a(e):e[o],l=this.tokenizer(u,{fields:[o]}),h=this.pipeline.run(l),m=new t.FieldRef(r,o),v=Object.create(null);this.fieldTermFrequencies[m]=v,this.fieldLengths[m]=0,this.fieldLengths[m]+=h.length;for(var b=0;b<h.length;b++){var y=h[b];if(v[y]==null&&(v[y]=0),v[y]+=1,this.invertedIndex[y]==null){var E=Object.create(null);E._index=this.termIndex,this.termIndex+=1;for(var f=0;f<i.length;f++)E[i[f]]=Object.create(null);this.invertedIndex[y]=E}this.invertedIndex[y][o][r]==null&&(this.invertedIndex[y][o][r]=Object.create(null));for(var p=0;p<this.metadataWhitelist.length;p++){var w=this.metadataWhitelist[p],S=y.metadata[w];this.invertedIndex[y][o][r][w]==null&&(this.invertedIndex[y][o][r][w]=[]),this.invertedIndex[y][o][r][w].push(S)}}}},t.Builder.prototype.calculateAverageFieldLengths=function(){for(var e=Object.keys(this.fieldLengths),n=e.length,r={},i={},s=0;s<n;s++){var o=t.FieldRef.fromString(e[s]),a=o.fieldName;i[a]||(i[a]=0),i[a]+=1,r[a]||(r[a]=0),r[a]+=this.fieldLengths[o]}for(var u=Object.keys(this._fields),s=0;s<u.length;s++){var l=u[s];r[l]=r[l]/i[l]}this.averageFieldLength=r},t.Builder.prototype.createFieldVectors=function(){for(var e={},n=Object.keys(this.fieldTermFrequencies),r=n.length,i=Object.create(null),s=0;s<r;s++){for(var o=t.FieldRef.fromString(n[s]),a=o.fieldName,u=this.fieldLengths[o],l=new t.Vector,h=this.fieldTermFrequencies[o],m=Object.keys(h),v=m.length,b=this._fields[a].boost||1,y=this._documents[o.docRef].boost||1,E=0;E<v;E++){var f=m[E],p=h[f],w=this.invertedIndex[f]._index,S,I,_;i[f]===void 0?(S=t.idf(this.invertedIndex[f],this.documentCount),i[f]=S):S=i[f],I=S*((this._k1+1)*p)/(this._k1*(1-this._b+this._b*(u/this.averageFieldLength[a]))+p),I*=b,I*=y,_=Math.round(I*1e3)/1e3,l.insert(w,_)}e[o]=l}this.fieldVectors=e},t.Builder.prototype.createTokenSet=function(){this.tokenSet=t.TokenSet.fromArray(Object.keys(this.invertedIndex).sort())},t.Builder.prototype.build=function(){return this.calculateAverageFieldLengths(),this.createFieldVectors(),this.createTokenSet(),new t.Index({invertedIndex:this.invertedIndex,fieldVectors:this.fieldVectors,tokenSet:this.tokenSet,fields:Object.keys(this._fields),pipeline:this.searchPipeline})},t.Builder.prototype.use=function(e){var n=Array.prototype.slice.call(arguments,1);n.unshift(this),e.apply(this,n)},t.MatchData=function(e,n,r){for(var i=Object.create(null),s=Object.keys(r||{}),o=0;o<s.length;o++){var a=s[o];i[a]=r[a].slice()}this.metadata=Object.create(null),e!==void 0&&(this.metadata[e]=Object.create(null),this.metadata[e][n]=i)},t.MatchData.prototype.combine=function(e){for(var n=Object.keys(e.metadata),r=0;r<n.length;r++){var i=n[r],s=Object.keys(e.metadata[i]);this.metadata[i]==null&&(this.metadata[i]=Object.create(null));for(var o=0;o<s.length;o++){var a=s[o],u=Object.keys(e.metadata[i][a]);this.metadata[i][a]==null&&(this.metadata[i][a]=Object.create(null));for(var l=0;l<u.length;l++){var h=u[l];this.metadata[i][a][h]==null?this.metadata[i][a][h]=e.metadata[i][a][h]:this.metadata[i][a][h]=this.metadata[i][a][h].concat(e.metadata[i][a][h])}}}},t.MatchData.prototype.add=function(e,n,r){if(!(e in this.metadata)){this.metadata[e]=Object.create(null),this.metadata[e][n]=r;return}if(!(n in this.metadata[e])){this.metadata[e][n]=r;return}for(var i=Object.keys(r),s=0;s<i.length;s++){var o=i[s];o in this.metadata[e][n]?this.metadata[e][n][o]=this.metadata[e][n][o].concat(r[o]):this.metadata[e][n][o]=r[o]}},t.Query=function(e){this.clauses=[],this.allFields=e},t.Query.wildcard=new String("*"),t.Query.wildcard.NONE=0,t.Query.wildcard.LEADING=1,t.Query.wildcard.TRAILING=2,t.Query.presence={OPTIONAL:1,REQUIRED:2,PROHIBITED:3},t.Query.prototype.clause=function(e){return"fields"in e||(e.fields=this.allFields),"boost"in e||(e.boost=1),"usePipeline"in e||(e.usePipeline=!0),"wildcard"in e||(e.wildcard=t.Query.wildcard.NONE),e.wildcard&t.Query.wildcard.LEADING&&e.term.charAt(0)!=t.Query.wildcard&&(e.term="*"+e.term),e.wildcard&t.Query.wildcard.TRAILING&&e.term.slice(-1)!=t.Query.wildcard&&(e.term=""+e.term+"*"),"presence"in e||(e.presence=t.Query.presence.OPTIONAL),this.clauses.push(e),this},t.Query.prototype.isNegated=function(){for(var e=0;e<this.clauses.length;e++)if(this.clauses[e].presence!=t.Query.presence.PROHIBITED)return!1;return!0},t.Query.prototype.term=function(e,n){if(Array.isArray(e))return e.forEach(function(i){this.term(i,t.utils.clone(n))},this),this;var r=n||{};return r.term=e.toString(),this.clause(r),this},t.QueryParseError=function(e,n,r){this.name="QueryParseError",this.message=e,this.start=n,this.end=r},t.QueryParseError.prototype=new Error,t.QueryLexer=function(e){this.lexemes=[],this.str=e,this.length=e.length,this.pos=0,this.start=0,this.escapeCharPositions=[]},t.QueryLexer.prototype.run=function(){for(var e=t.QueryLexer.lexText;e;)e=e(this)},t.QueryLexer.prototype.sliceString=function(){for(var e=[],n=this.start,r=this.pos,i=0;i<this.escapeCharPositions.length;i++)r=this.escapeCharPositions[i],e.push(this.str.slice(n,r)),n=r+1;return e.push(this.str.slice(n,this.pos)),this.escapeCharPositions.length=0,e.join("")},t.QueryLexer.prototype.emit=function(e){this.lexemes.push({type:e,str:this.sliceString(),start:this.start,end:this.pos}),this.start=this.pos},t.QueryLexer.prototype.escapeCharacter=function(){this.escapeCharPositions.push(this.pos-1),this.pos+=1},t.QueryLexer.prototype.next=function(){if(this.pos>=this.length)return t.QueryLexer.EOS;var e=this.str.charAt(this.pos);return this.pos+=1,e},t.QueryLexer.prototype.width=function(){return this.pos-this.start},t.QueryLexer.prototype.ignore=function(){this.start==this.pos&&(this.pos+=1),this.start=this.pos},t.QueryLexer.prototype.backup=function(){this.pos-=1},t.QueryLexer.prototype.acceptDigitRun=function(){var e,n;do e=this.next(),n=e.charCodeAt(0);while(n>47&&n<58);e!=t.QueryLexer.EOS&&this.backup()},t.QueryLexer.prototype.more=function(){return 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diff --git a/typedoc/classes/GraphModel.html b/typedoc/classes/GraphModel.html
index bb771c65..7276e1e1 100644
--- a/typedoc/classes/GraphModel.html
+++ b/typedoc/classes/GraphModel.html
@@ -20,12 +20,12 @@ SavedModel GraphDef and allows inference execution.</p>
 a <a href="https://www.tensorflow.org/guide/saved_model">TensorFlow SavedModel</a> using
 the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</p>
 
-<h3>Doc</h3></div></section>
+<h3>Doc</h3></div></section> 
 <section class="tsd-panel tsd-type-parameters">
 <h4>Type Parameters</h4>
 <ul class="tsd-type-parameters">
 <li>
-<h4>ModelURL<span class="tsd-signature-symbol"> extends </span><span class="tsd-signature-type">Url</span> = <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">io.IOHandler</span></h4></li></ul></section>
+<h4>ModelURL<span class="tsd-signature-symbol"> extends </span><span class="tsd-signature-type">Url</span> = <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">io.IOHandler</span></h4></li></ul></section> 
 <section class="tsd-panel tsd-hierarchy">
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
@@ -78,9 +78,11 @@ the command line converter tool and loaded via <code>tf.loadGraphModel</code>.</
 <li class="tsd-description">
 <div class="tsd-type-parameters">
 <h4 class="tsd-type-parameters-title">Type Parameters</h4>
+<section class="tsd-panel tsd-type-parameters">
+<h4>Type Parameters</h4>
 <ul class="tsd-type-parameters">
 <li>
-<h4>ModelURL<span class="tsd-signature-symbol"> extends </span><span class="tsd-signature-type">Url</span> = <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span></h4></li></ul></div>
+<h4>ModelURL<span class="tsd-signature-symbol"> extends </span><span class="tsd-signature-type">Url</span> = <span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">IOHandler</span></h4></li></ul></section></div>
 <div class="tsd-parameters">
 <h4 class="tsd-parameters-title">Parameters</h4>
 <ul class="tsd-parameter-list">
diff --git a/typedoc/classes/Tensor-1.html b/typedoc/classes/Tensor-1.html
index b79af9c6..477b9aad 100644
--- a/typedoc/classes/Tensor-1.html
+++ b/typedoc/classes/Tensor-1.html
@@ -23,12 +23,12 @@ a feature and is not supported. To avoid this behavior, use the tensor before
 changing the input data or create a copy with <code>copy = tf.add(yourTensor, 0)</code>.</p>
 <p>See <code>tf.tensor</code> for details on how to create a <code>tf.Tensor</code>.</p>
 
-<h3>Doc</h3></div></section>
+<h3>Doc</h3></div></section> 
 <section class="tsd-panel tsd-type-parameters">
 <h4>Type Parameters</h4>
 <ul class="tsd-type-parameters">
 <li>
-<h4>R<span class="tsd-signature-symbol"> extends </span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a> = <a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a></h4></li></ul></section>
+<h4>R<span class="tsd-signature-symbol"> extends </span><a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a> = <a href="../enums/Rank.html" class="tsd-signature-type" data-tsd-kind="Enumeration">Rank</a></h4></li></ul></section> 
 <section class="tsd-panel tsd-hierarchy">
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
@@ -359,9 +359,11 @@ changing the input data or create a copy with <code>copy = tf.add(yourTensor, 0)
 <li class="tsd-description">
 <div class="tsd-type-parameters">
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@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceAttentionConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceAttentionConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L46">src/config.ts:46</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/FaceConfig.html b/typedoc/interfaces/FaceConfig.html
index 7af740d4..cb8e4444 100644
--- a/typedoc/interfaces/FaceConfig.html
+++ b/typedoc/interfaces/FaceConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L75">src/config.ts:75</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/FaceDescriptionConfig.html b/typedoc/interfaces/FaceDescriptionConfig.html
index 2c16338a..4fe2d0f0 100644
--- a/typedoc/interfaces/FaceDescriptionConfig.html
+++ b/typedoc/interfaces/FaceDescriptionConfig.html
@@ -23,8 +23,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceDescriptionConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceDescriptionConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L51">src/config.ts:51</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/FaceDetectorConfig.html b/typedoc/interfaces/FaceDetectorConfig.html
index 9955ec73..6811d2a2 100644
--- a/typedoc/interfaces/FaceDetectorConfig.html
+++ b/typedoc/interfaces/FaceDetectorConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceDetectorConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceDetectorConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L18">src/config.ts:18</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/FaceEmotionConfig.html b/typedoc/interfaces/FaceEmotionConfig.html
index d0495e96..3ae0a1aa 100644
--- a/typedoc/interfaces/FaceEmotionConfig.html
+++ b/typedoc/interfaces/FaceEmotionConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceEmotionConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceEmotionConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L57">src/config.ts:57</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/FaceGearConfig.html b/typedoc/interfaces/FaceGearConfig.html
index d0e66591..dc0f5926 100644
--- a/typedoc/interfaces/FaceGearConfig.html
+++ b/typedoc/interfaces/FaceGearConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceGearConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceGearConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L69">src/config.ts:69</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/FaceIrisConfig.html b/typedoc/interfaces/FaceIrisConfig.html
index 4c982521..5a59491c 100644
--- a/typedoc/interfaces/FaceIrisConfig.html
+++ b/typedoc/interfaces/FaceIrisConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceIrisConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceIrisConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L43">src/config.ts:43</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/FaceLivenessConfig.html b/typedoc/interfaces/FaceLivenessConfig.html
index 1e6c578f..2b847e42 100644
--- a/typedoc/interfaces/FaceLivenessConfig.html
+++ b/typedoc/interfaces/FaceLivenessConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceLivenessConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceLivenessConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L66">src/config.ts:66</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/FaceMeshConfig.html b/typedoc/interfaces/FaceMeshConfig.html
index 48243232..6f53d038 100644
--- a/typedoc/interfaces/FaceMeshConfig.html
+++ b/typedoc/interfaces/FaceMeshConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">FaceMeshConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">FaceMeshConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L37">src/config.ts:37</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/GenericConfig.html b/typedoc/interfaces/GenericConfig.html
index a09a11b3..98017d5d 100644
--- a/typedoc/interfaces/GenericConfig.html
+++ b/typedoc/interfaces/GenericConfig.html
@@ -20,6 +20,8 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><span class="target">GenericConfig</span>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="FaceDetectorConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceDetectorConfig</a></li>
 <li><a href="FaceMeshConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">FaceMeshConfig</a></li>
@@ -34,7 +36,7 @@
 <li><a href="BodyConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">BodyConfig</a></li>
 <li><a href="HandConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">HandConfig</a></li>
 <li><a href="ObjectConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">ObjectConfig</a></li>
-<li><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a></li></ul></li></ul></section><aside class="tsd-sources">
+<li><a href="SegmentationConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">SegmentationConfig</a></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L4">src/config.ts:4</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/HandConfig.html b/typedoc/interfaces/HandConfig.html
index 769c0247..b78585fc 100644
--- a/typedoc/interfaces/HandConfig.html
+++ b/typedoc/interfaces/HandConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">HandConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">HandConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L109">src/config.ts:109</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/ObjectConfig.html b/typedoc/interfaces/ObjectConfig.html
index f5755143..657a5e32 100644
--- a/typedoc/interfaces/ObjectConfig.html
+++ b/typedoc/interfaces/ObjectConfig.html
@@ -20,8 +20,10 @@
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">ObjectConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">ObjectConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L131">src/config.ts:131</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">
diff --git a/typedoc/interfaces/SegmentationConfig.html b/typedoc/interfaces/SegmentationConfig.html
index 5b8515f9..344e80db 100644
--- a/typedoc/interfaces/SegmentationConfig.html
+++ b/typedoc/interfaces/SegmentationConfig.html
@@ -24,8 +24,10 @@ remove background or replace it with user-provided background</p>
 <h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
 <li><a href="GenericConfig.html" class="tsd-signature-type" data-tsd-kind="Interface">GenericConfig</a>
+<section class="tsd-panel tsd-hierarchy">
+<h4>Hierarchy</h4>
 <ul class="tsd-hierarchy">
-<li><span class="target">SegmentationConfig</span></li></ul></li></ul></section><aside class="tsd-sources">
+<li><span class="target">SegmentationConfig</span></li></ul></section></li></ul></section><aside class="tsd-sources">
 <ul>
 <li>Defined in <a href="https://github.com/vladmandic/human/blob/main/src/config.ts#L146">src/config.ts:146</a></li></ul></aside>
 <section class="tsd-panel-group tsd-index-group">