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human
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human/dist/human.esm-nobundle.js

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/*
Human library
homepage: <https://github.com/vladmandic/human>
author: <https://github.com/vladmandic>'
*/
var it=Object.create,ye=Object.defineProperty,at=Object.getPrototypeOf,wt=Object.prototype.hasOwnProperty,dt=Object.getOwnPropertyNames,lt=Object.getOwnPropertyDescriptor;var ie=t=>ye(t,"__esModule",{value:!0});var je=(t,e)=>()=>(e||(e={exports:{}},t(e.exports,e)),e.exports),J=(t,e)=>{for(var n in e)ye(t,n,{get:e[n],enumerable:!0})},i=(t,e,n)=>{if(e&&typeof e=="object"||typeof e=="function")for(let A of dt(e))!wt.call(t,A)&&A!=="default"&&ye(t,A,{get:()=>e[A],enumerable:!(n=lt(e,A))||n.enumerable});return t},ae=t=>i(ie(ye(t!=null?it(at(t)):{},"default",t&&t.__esModule&&"default"in t?{get:()=>t.default,enumerable:!0}:{value:t,enumerable:!0})),t);import{version as mt}from"@tensorflow/tfjs/package.json";import{version as pt}from"@tensorflow/tfjs-core/package.json";import{version as ut}from"@tensorflow/tfjs-data/package.json";import{version as bt}from"@tensorflow/tfjs-layers/package.json";import{version as gt}from"@tensorflow/tfjs-converter/package.json";import{version_cpu as 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Qt=["nose","leftEye","rightEye","leftEar","rightEar","leftShoulder","rightShoulder","leftElbow","rightElbow","leftWrist","rightWrist","leftHip","rightHip","leftKnee","rightKnee","leftAnkle","rightAnkle"],$t=y1.partNames.length,i1=y1.partNames.reduce((t,e,n)=>(t[e]=n,t),{}),e5=[["leftHip","leftShoulder"],["leftElbow","leftShoulder"],["leftElbow","leftWrist"],["leftHip","leftKnee"],["leftKnee","leftAnkle"],["rightHip","rightShoulder"],["rightElbow","rightShoulder"],["rightElbow","rightWrist"],["rightHip","rightKnee"],["rightKnee","rightAnkle"],["leftShoulder","rightShoulder"],["leftHip","rightHip"]],t5=e5.map(([t,e])=>[i1[t],i1[e]]),n5=[["nose","leftEye"],["leftEye","leftEar"],["nose","rightEye"],["rightEye","rightEar"],["nose","leftShoulder"],["leftShoulder","leftElbow"],["leftElbow","leftWrist"],["leftShoulder","leftHip"],["leftHip","leftKnee"],["leftKnee","leftAnkle"],["nose","rightShoulder"],["rightShoulder","rightElbow"],["rightElbow","rightWrist"],["rightShoulder","rightHip"],["rightHip","rightKnee"],["rightKnee","rightAnkle"]],r5=["left_face","right_face","right_upper_leg_front","right_lower_leg_back","right_upper_leg_back","left_lower_leg_front","left_upper_leg_front","left_upper_leg_back","left_lower_leg_back","right_feet","right_lower_leg_front","left_feet","torso_front","torso_back","right_upper_arm_front","right_upper_arm_back","right_lower_arm_back","left_lower_arm_front","left_upper_arm_front","left_upper_arm_back","left_lower_arm_back","right_hand","right_lower_arm_front","left_hand"]});function 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b.concat2d([o,w],1)}var q1=class{constructor(e,n){this.blazeFaceModel=e,this.width=n.face.detector.inputSize,this.height=n.face.detector.inputSize,this.anchorsData=Rt(n.face.detector.inputSize),this.anchors=b.tensor2d(this.anchorsData),this.inputSize=b.tensor1d([this.width,this.height]),this.config=n,this.scaleFaces=.8}async getBoundingBoxes(e){if(!e||e.isDisposedInternal||e.shape.length!==4||e.shape[1]<1||e.shape[2]<1)return null;let[n,A,r]=b.tidy(()=>{let o=e.resizeBilinear([this.width,this.height]),w=b.sub(o.div(127.5),1),l=this.blazeFaceModel.predict(w),f;if(Array.isArray(l)){let Z=l.sort((d,p)=>d.size-p.size),k=b.concat([Z[0],Z[2]],2),Y=b.concat([Z[1],Z[3]],2);f=b.concat([Y,k],1).squeeze(0)}else f=l.squeeze();let x=St(f,this.anchors,this.inputSize),N=b.slice(f,[0,0],[-1,1]),I=b.sigmoid(N).squeeze();return[f,x,I]}),c=await 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Nt=[127,234,132,58,172,150,149,148,152,377,378,379,397,288,361,454,356,70,63,105,66,107,336,296,334,293,300,168,6,195,4,98,97,2,326,327,33,160,158,133,153,144,362,385,387,263,373,380,57,40,37,0,267,270,287,321,314,17,84,91,78,81,13,311,308,402,14,178],Ot=[33,133,362,263,1,62,308,159,145,386,374,6,102,331,2,13,14,70,105,107,336,334,300,54,10,284,50,280,234,454,58,288,152],It=[33,133,362,263,1,78,308],B5=Nt.map(t=>Ie[t]),K5=Ot.map(t=>Ie[t]),U5=It.map(t=>Ie[t]);var Zt=468,kt=13,Vt=[kt,K.midwayBetweenEyes[0]],Xt=3,Lt=2,Ht=[Xt,Lt],Ze=K.leftEyeLower0,ke=[Ze[0],Ze[Ze.length-1]],Ve=K.rightEyeLower0,Xe=[Ve[0],Ve[Ve.length-1]],Ft=3,qt=4,Yt=71,Le=76;function fe(t,e,n,A=null){for(let r=0;r<Oe.length;r++){let{key:c,indices:_}=Oe[r],h=K[`${n}${c}`];if(!A||A.includes(c))for(let s=0;s<_.length;s++){let y=_[s];t[h[s]]=[e[y][0],e[y][1],(e[y][2]+t[h[s]][2])/2]}}}var He=class{constructor(e,n,A,r){this.storedBoxes=[],this.boundingBoxDetector=e,this.meshDetector=n,this.irisModel=A,this.meshWidth=r.face.mesh.inputSize,this.meshHeight=r.face.mesh.inputSize,this.irisSize=r.face.iris.inputSize,this.irisEnlarge=2.3,this.skipped=0,this.detectedFaces=0}transformRawCoords(e,n,A,r){let c=_e({startPoint:n.startPoint,endPoint:n.endPoint}),_=[c[0]/this.meshWidth,c[1]/this.meshHeight],h=e.map(w=>[_[0]*(w[0]-this.meshWidth/2),_[1]*(w[1]-this.meshHeight/2),w[2]]),s=A!==0?Ne(A,[0,0]):le,y=A!==0?h.map(w=>[...G1(w,s),w[2]]):h,a=A!==0?D1(r):le,o=[...he({startPoint:n.startPoint,endPoint:n.endPoint}),1];return y.map(w=>[w[0]+D(o,a[0]),w[1]+D(o,a[1]),w[2]])}getLeftToRightEyeDepthDifference(e){let n=e[ke[0]][2],A=e[Xe[0]][2];return n-A}getEyeBox(e,n,A,r,c=!1){let _=de(we(this.calculateLandmarksBoundingBox([e[A],e[r]]),this.irisEnlarge)),h=_e(_),s=H.image.cropAndResize(n,[[_.startPoint[1]/this.meshHeight,_.startPoint[0]/this.meshWidth,_.endPoint[1]/this.meshHeight,_.endPoint[0]/this.meshWidth]],[0],[this.irisSize,this.irisSize]);return c&&(s=H.image.flipLeftRight(s)),{box:_,boxSize:h,crop:s}}getEyeCoords(e,n,A,r=!1){let c=[];for(let _=0;_<Le;_++){let h=e[_*3],s=e[_*3+1],y=e[_*3+2];c.push([(r?1-h/this.irisSize:h/this.irisSize)*A[0]+n.startPoint[0],s/this.irisSize*A[1]+n.startPoint[1],y])}return{rawCoords:c,iris:c.slice(Yt)}}getAdjustedIrisCoords(e,n,A){let r=e[K[`${A}EyeUpper0`][Ft]][2],c=e[K[`${A}EyeLower0`][qt]][2],_=(r+c)/2;return n.map((h,s)=>{let y=_;return s===2?y=r:s===4&&(y=c),[h[0],h[1],y]})}async predict(e,n){let A=!1,r;if((this.skipped===0||this.skipped>n.face.detector.skipFrames||!n.face.mesh.enabled||!n.videoOptimized)&&(r=await this.boundingBoxDetector.getBoundingBoxes(e),this.skipped=0),n.videoOptimized&&this.skipped++,r&&r.boxes&&(!n.face.mesh.enabled||r.boxes.length!==this.detectedFaces&&this.detectedFaces!==n.face.detector.maxFaces)){this.storedBoxes=[],this.detectedFaces=0;for(let _ of r.boxes)this.storedBoxes.push({startPoint:_.box.startPoint.dataSync(),endPoint:_.box.endPoint.dataSync(),landmarks:_.landmarks,confidence:_.confidence});this.storedBoxes.length>0&&(A=!0)}if(n.face.detector.skipInitial&&this.detectedFaces===0&&(this.skipped=0),A){if(!r||!r.boxes||r.boxes.length===0)return this.storedBoxes=[],this.detectedFaces=0,null;for(let _=0;_<this.storedBoxes.length;_++){let h=B1({startPoint:this.storedBoxes[_].startPoint,endPoint:this.storedBoxes[_].endPoint},r.scaleFactor),s=we(h),y=de(s),a=this.storedBoxes[_].landmarks.arraySync(),o=this.storedBoxes[_].confidence;this.storedBoxes[_]={...y,confidence:o,landmarks:a}}}r&&r.boxes&&r.boxes.forEach(_=>{_.box.startPoint.dispose(),_.box.endPoint.dispose(),_.landmarks.dispose()});let c=H.tidy(()=>this.storedBoxes.map((_,h)=>{let s,y=0,a;if(n.face.detector.rotation){let[m,d]=_.landmarks.length>=Zt?Vt:Ht;y=K1(_.landmarks[m],_.landmarks[d]);let p=he({startPoint:_.startPoint,endPoint:_.endPoint}),T=[p[0]/e.shape[2],p[1]/e.shape[1]],P=H.image.rotateWithOffset(e,y,0,T);a=Ne(-y,p),s=We({startPoint:_.startPoint,endPoint:_.endPoint},P,[this.meshHeight,this.meshWidth]).div(255)}else{a=le;let m=e.clone();s=We({startPoint:_.startPoint,endPoint:_.endPoint},m,[this.meshHeight,this.meshWidth]).div(255)}if(!n.face.mesh.enabled)return{coords:null,box:_,faceConfidence:null,confidence:_.confidence,image:s};let[,o,w]=this.meshDetector.predict(s),l=o.dataSync()[0];if(l<n.face.detector.minConfidence)return null;let x=H.reshape(w,[-1,3]).arraySync();if(n.face.iris.enabled){let{box:m,boxSize:d,crop:p}=this.getEyeBox(x,s,ke[0],ke[1],!0),{box:T,boxSize:P,crop:X}=this.getEyeBox(x,s,Xe[0],Xe[1]),k1=this.irisModel.predict(H.concat([p,X])).dataSync(),_t=k1.slice(0,Le*3),{rawCoords:V1,iris:ht}=this.getEyeCoords(_t,m,d,!0),st=k1.slice(Le*3),{rawCoords:X1,iris:xt}=this.getEyeCoords(st,T,P),L1=this.getLeftToRightEyeDepthDifference(x);Math.abs(L1)<30?(fe(x,V1,"left"),fe(x,X1,"right")):L1<1?fe(x,V1,"left",["EyeUpper0","EyeLower0"]):fe(x,X1,"right",["EyeUpper0","EyeLower0"]);let ot=this.getAdjustedIrisCoords(x,ht,"left"),yt=this.getAdjustedIrisCoords(x,xt,"right");x=x.concat(ot).concat(yt)}let N=this.transformRawCoords(x,_,y,a),I=we(this.calculateLandmarksBoundingBox(N)),Z=de(I),k=H.tensor2d(N),Y={coords:k,box:I,faceConfidence:l,boxConfidence:_.confidence,image:s,rawCoords:x};return n.face.mesh.returnRawData||delete Y.rawCoords,this.storedBoxes[h]={...Z,landmarks:k.arraySync(),confidence:_.confidence,faceConfidence:l},Y}));return c=c.filter(_=>_!==null),this.detectedFaces=c.length,c}calculateLandmarksBoundingBox(e){let n=e.map(_=>_[0]),A=e.map(_=>_[1]),r=[Math.min(...n),Math.min(...A)],c=[Math.max(...n),Math.max(...A)];return{startPoint:r,endPoint:c,landmarks:e}}};var At=ae(e0());var Ye={};J(Ye,{FaceBoxes:()=>Je,load:()=>Bt});var te=E();var qe={};function F(t,e){if(!e||!e.kernels)return;let n=5,A=e.kernels.filter(h=>h.kernelTimeMs>0).reduce((h,s)=>h+=s.kernelTimeMs,0),r=e.kernels.map((h,s)=>(h.id=s,h)).filter(h=>h.kernelTimeMs>0).sort((h,s)=>s.kernelTimeMs-h.kernelTimeMs),c=e.kernels.map((h,s)=>(h.id=s,h)).filter(h=>h.totalBytesSnapshot>0).sort((h,s)=>s.totalBytesSnapshot-h.totalBytesSnapshot);r.length>n&&(r.length=n),c.length>n&&(c.length=n);let _={newBytes:e.newBytes,newTensors:e.newTensors,peakBytes:e.peakBytes,numKernelOps:e.kernels.length,timeKernelOps:A,slowestKernelOps:r,largestKernelOps:c};qe[t]=_,u("Human profiler",t,_)}var Je=class{constructor(e,n){this.enlarge=1.1,this.model=e,this.config=n}async estimateFaces(e,n){n&&(this.config=n);let A=[],r=te.image.resizeBilinear(e,[this.config.face.detector.inputSize,this.config.face.detector.inputSize]),c=r.toInt(),_,h;if(n.profile){let s=await te.profile(()=>this.model.executeAsync(c));_=s.result[0].dataSync(),h=s.result[1].squeeze().arraySync(),s.result.forEach(a=>a.dispose()),F("faceboxes",s)}else{let[s,y,a]=await this.model.executeAsync(c);_=s.dataSync();let o=y.squeeze();h=o.arraySync(),s.dispose(),y.dispose(),o.dispose(),a.dispose()}c.dispose(),r.dispose();for(let s in h)if(_[s]&&_[s]>this.config.face.detector.minConfidence){let y=[h[s][0]/this.enlarge,h[s][1]/this.enlarge,h[s][2]*this.enlarge,h[s][3]*this.enlarge],a=[y[1],y[0],y[3]-y[1],y[2]-y[0]],o=[parseInt((a[0]*e.shape[2]).toString()),parseInt((a[1]*e.shape[1]).toString()),parseInt((a[2]*e.shape[2]).toString()),parseInt((a[3]*e.shape[1]).toString())],w=te.image.cropAndResize(e,[y],[0],[this.config.face.detector.inputSize,this.config.face.detector.inputSize]),l=w.div([255]);w.dispose(),A.push({confidence:_[s],box:o,boxRaw:this.config.face.mesh.returnRawData?a:null,image:l})}return A}};async function Bt(t){let e=await te.loadGraphModel(t.face.detector.modelPath);t.debug&&u(`load model: ${t.face.detector.modelPath.match(/\/(.*)\./)[1]}`);let n=new Je(e,t);return t.face.mesh.enabled&&t.debug&&u(`load model: ${t.face.mesh.modelPath.match(/\/(.*)\./)[1]}`),t.face.iris.enabled&&t.debug&&u(`load model: ${t.face.iris.modelPath.match(/\/(.*)\./)[1]}`),n}var Be={};J(Be,{load:()=>Ke,predict:()=>Ue});var U=E();var re,me={age:0},pe=Number.MAX_SAFE_INTEGER;async function Ke(t){return re||(re=await U.loadGraphModel(t.face.age.modelPath),t.debug&&u(`load model: ${t.face.age.modelPath.match(/\/(.*)\./)[1]}`)),re}async function Ue(t,e){return re?pe<e.face.age.skipFrames&&e.videoOptimized&&me.age&&me.age>0?(pe++,me):(e.videoOptimized?pe=0:pe=Number.MAX_SAFE_INTEGER,new Promise(async n=>{let A=U.image.resizeBilinear(t,[e.face.age.inputSize,e.face.age.inputSize],!1),r=U.mul(A,[255]);U.dispose(A);let c,_={age:0};if(!e.profile)e.face.age.enabled&&(c=await re.predict(r));else{let h=e.face.age.enabled?await U.profile(()=>re.predict(r)):{};c=h.result.clone(),h.result.dispose(),F("age",h)}if(r.dispose(),c){let h=c.dataSync();_.age=Math.trunc(10*h[0])/10}c.dispose(),me=_,n(_)})):null}var Ce={};J(Ce,{load:()=>$e,predict:()=>e1});var M=E();var ne,De={gender:""},ue=Number.MAX_SAFE_INTEGER,Ge=!1,Qe=[.2989,.587,.114];async function $e(t){return ne||(ne=await M.loadGraphModel(t.face.gender.modelPath),Ge=ne.inputs[0].shape[3]===1,t.debug&&u(`load model: ${t.face.gender.modelPath.match(/\/(.*)\./)[1]}`)),ne}async function e1(t,e){return ne?ue<e.face.gender.skipFrames&&e.videoOptimized&&De.gender!==""?(ue++,De):(e.videoOptimized?ue=0:ue=Number.MAX_SAFE_INTEGER,new Promise(async n=>{let A=M.image.resizeBilinear(t,[e.face.gender.inputSize,e.face.gender.inputSize],!1),r;Ge?r=M.tidy(()=>{let[h,s,y]=M.split(A,3,3),a=M.mul(h,Qe[0]),o=M.mul(s,Qe[1]),w=M.mul(y,Qe[2]);return M.addN([a,o,w]).sub(.5).mul(2)}):r=M.mul(A,[255]),M.dispose(A);let c,_={gender:"",confidence:0};if(!e.profile)e.face.gender.enabled&&(c=await ne.predict(r));else{let h=e.face.gender.enabled?await M.profile(()=>ne.predict(r)):{};c=h.result.clone(),h.result.dispose(),F("gender",h)}if(r.dispose(),c){let h=c.dataSync();if(Ge){let s=Math.trunc(100*Math.abs(h[0]-h[1]))/100;s>e.face.gender.minConfidence&&(_.gender=h[0]>h[1]?"female":"male",_.confidence=s)}else{let s=Math.trunc(200*Math.abs(h[0]-.5))/100;s>e.face.gender.minConfidence&&(_.gender=h[0]<=.5?"female":"male",_.confidence=Math.min(.99,s))}}c.dispose(),De=_,n(_)})):null}var t1={};J(t1,{load:()=>A1,predict:()=>c1});var j=E();var Kt=["angry","disgust","fear","happy","sad","surprise","neutral"],Ae,n1=[],be=Number.MAX_SAFE_INTEGER,r1=[.2989,.587,.114],t0=1;async function A1(t){return Ae||(Ae=await j.loadGraphModel(t.face.emotion.modelPath),t.debug&&u(`load model: ${t.face.emotion.modelPath.match(/\/(.*)\./)[1]}`)),Ae}async function c1(t,e){return Ae?be<e.face.emotion.skipFrames&&e.videoOptimized&&n1.length>0?(be++,n1):(e.videoOptimized?be=0:be=Number.MAX_SAFE_INTEGER,new Promise(async n=>{let A=j.image.resizeBilinear(t,[e.face.emotion.inputSize,e.face.emotion.inputSize],!1),[r,c,_]=j.split(A,3,3);A.dispose();let h=j.mul(r,r1[0]),s=j.mul(c,r1[1]),y=j.mul(_,r1[2]);r.dispose(),c.dispose(),_.dispose();let a=j.addN([h,s,y]);h.dispose(),s.dispose(),y.dispose();let o=j.tidy(()=>a.sub(.5).mul(2));a.dispose();let w=[];if(e.face.emotion.enabled){let l;if(e.profile){let f=await j.profile(()=>Ae.predict(o));l=f.result.dataSync(),f.result.dispose(),F("emotion",f)}else{let f=await Ae.predict(o);l=f.dataSync(),j.dispose(f)}for(let f=0;f<l.length;f++)t0*l[f]>e.face.emotion.minConfidence&&w.push({score:Math.min(.99,Math.trunc(100*t0*l[f])/100),emotion:Kt[f]});w.sort((f,x)=>x.score-f.score)}o.dispose(),n1=w,n(w)})):null}var G=E();var ce;async function _1(t){return ce||(ce=await G.loadGraphModel(t.face.embedding.modelPath),t.debug&&u(`load model: ${t.face.embedding.modelPath.match(/\/(.*)\./)[1]}`)),ce}function n0(t,e){if(!t||!e||(t==null?void 0:t.length)===0||(e==null?void 0:e.length)===0||(t==null?void 0:t.length)!==(e==null?void 0:e.length))return 0;let n=2,A=10*t.map((r,c)=>r-e[c]).reduce((r,c)=>r+c**n,0)**(1/n);return Math.trunc(1e3*(1-A))/1e3}async function h1(t,e){return ce?new Promise(async n=>{let A=G.image.resizeBilinear(t,[e.face.embedding.inputSize,e.face.embedding.inputSize],!1),r=[];if(e.face.embedding.enabled)if(e.profile){let c=await G.profile(()=>ce.predict({img_inputs:A}));r=[...c.result.dataSync()],c.result.dispose(),F("emotion",c)}else{let c=await ce.predict({img_inputs:A});r=[...c.dataSync()],G.dispose(c)}A.dispose(),n(r)}):null}var p1={};J(p1,{PoseNet:()=>u1,load:()=>b1});var u0=E();var r0=E(),Ut=[-123.15,-115.9,-103.06];function Ct(t){let[e,n,A,r]=t;return{offsets:e,heatmap:n,displacementFwd:A,displacementBwd:r}}function Dt(t){let[e,n,A,r]=t;return{offsets:A,heatmap:r,displacementFwd:e,displacementBwd:n}}var s1=class{constructor(e){this.model=e}predict(e,n){return r0.tidy(()=>{let r=(n.body.modelType==="posenet-resnet"?e.toFloat().add(Ut):e.toFloat().div(127.5).sub(1)).expandDims(0),_=this.model.predict(r).map(s=>s.squeeze([0])),h=n.body.modelType==="posenet-resnet"?Dt(_):Ct(_);return{heatmapScores:h.heatmap.sigmoid(),offsets:h.offsets,displacementFwd:h.displacementFwd,displacementBwd:h.displacementBwd}})}dispose(){this.model.dispose()}};function x1(t){return Math.floor(t/2)}var o1=class{constructor(e,n){this.priorityQueue=new Array(e),this.numberOfElements=-1,this.getElementValue=n}enqueue(e){this.priorityQueue[++this.numberOfElements]=e,this.swim(this.numberOfElements)}dequeue(){let e=this.priorityQueue[0];return this.exchange(0,this.numberOfElements--),this.sink(0),this.priorityQueue[this.numberOfElements+1]=null,e}empty(){return this.numberOfElements===-1}size(){return this.numberOfElements+1}all(){return this.priorityQueue.slice(0,this.numberOfElements+1)}max(){return this.priorityQueue[0]}swim(e){for(;e>0&&this.less(x1(e),e);)this.exchange(e,x1(e)),e=x1(e)}sink(e){for(;2*e<=this.numberOfElements;){let n=2*e;if(n<this.numberOfElements&&this.less(n,n+1)&&n++,!this.less(e,n))break;this.exchange(e,n),e=n}}getValueAt(e){return this.getElementValue(this.priorityQueue[e])}less(e,n){return this.getValueAt(e)<this.getValueAt(n)}exchange(e,n){let A=this.priorityQueue[e];this.priorityQueue[e]=this.priorityQueue[n],this.priorityQueue[n]=A}};function Gt(t,e,n,A,r,c){let[_,h]=c.shape,s=!0,y=Math.max(n-r,0),a=Math.min(n+r+1,_);for(let o=y;o<a;++o){let w=Math.max(A-r,0),l=Math.min(A+r+1,h);for(let f=w;f<l;++f)if(c.get(o,f,t)>e){s=!1;break}if(!s)break}return s}function A0(t,e,n){let[A,r,c]=n.shape,_=new o1(A*r*c,({score:h})=>h);for(let h=0;h<A;++h)for(let s=0;s<r;++s)for(let y=0;y<c;++y){let a=n.get(h,s,y);a<t||Gt(y,a,h,s,e,n)&&_.enqueue({score:a,part:{heatmapY:h,heatmapX:s,id:y}})}return _}var C=ae(ge());var c0=ae(ge());function a1(t,e,n,A){return{y:A.get(t,e,n),x:A.get(t,e,n+c0.NUM_KEYPOINTS)}}function Te(t,e,n){let{heatmapY:A,heatmapX:r,id:c}=t,{y:_,x:h}=a1(A,r,c,n);return{x:t.heatmapX*e+h,y:t.heatmapY*e+_}}function w1(t,e,n){return t<e?e:t>n?n:t}function _0(t,e,n,A){let r=n-t,c=A-e;return r*r+c*c}function d1(t,e){return{x:t.x+e.x,y:t.y+e.y}}var L=E(),ve=ae(ge());function h0(t,e){let n=e.shape[0],A=new Float32Array(n);for(let r=0;r<n;r++){let c=e.get(r,0),_=e.get(r,1);A[r]=t.get(c,_,r)}return A}function A5(t,e,n,A){return{y:A.get(t,e,n),x:A.get(t,e,n+ve.NUM_KEYPOINTS)}}function c5(t,e){let n=[];for(let A=0;A<ve.NUM_KEYPOINTS;A++){let r=t.get(A,0).valueOf(),c=t.get(A,1).valueOf(),{x:_,y:h}=A5(r,c,A,e);n.push(h),n.push(_)}return L.tensor2d(n,[ve.NUM_KEYPOINTS,2])}function s0(t,e,n){return L.tidy(()=>t.toTensor().mul(L.scalar(e,"int32")).toFloat().add(c5(t,n)))}function _5(t,e){return L.tidy(()=>{let n=t.div(L.scalar(e,"int32"));return t.sub(n.mul(L.scalar(e,"int32")))})}function x0(t){let[e,n,A]=t.shape;return 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n=e.map(_=>_[0]),A=e.map(_=>_[1]),r=[Math.min(...n),Math.min(...A)],c=[Math.max(...n),Math.max(...A)];return{startPoint:r,endPoint:c}}};var S0=[{w:1,h:1,x_center:.015625,y_center:.015625},{w:1,h:1,x_center:.015625,y_center:.015625},{w:1,h:1,x_center:.046875,y_center:.015625},{w:1,h:1,x_center:.046875,y_center:.015625},{w:1,h:1,x_center:.078125,y_center:.015625},{w:1,h:1,x_center:.078125,y_center:.015625},{w:1,h:1,x_center:.109375,y_center:.015625},{w:1,h:1,x_center:.109375,y_center:.015625},{w:1,h:1,x_center:.140625,y_center:.015625},{w:1,h:1,x_center:.140625,y_center:.015625},{w:1,h:1,x_center:.171875,y_center:.015625},{w:1,h:1,x_center:.171875,y_center:.015625},{w:1,h:1,x_center:.203125,y_center:.015625},{w:1,h:1,x_center:.203125,y_center:.015625},{w:1,h:1,x_center:.234375,y_center:.015625},{w:1,h:1,x_center:.234375,y_center:.015625},{w:1,h:1,x_center:.265625,y_center:.015625},{w:1,h:1,x_center:.265625,y_center:.015625},{w:1,h:1,x_center:.296875,y_center:.015625},{w:1,h:1,x_center:.296875,y_center:.015625},{w:1,h:1,x_center:.328125,y_center:.015625},{w:1,h:1,x_center:.328125,y_center:.015625},{w:1,h:1,x_center:.359375,y_center:.015625},{w:1,h:1,x_center:.359375,y_center:.015625},{w:1,h:1,x_center:.390625,y_center:.015625},{w:1,h:1,x_center:.390625,y_center:.015625},{w:1,h:1,x_center:.421875,y_center:.015625},{w:1,h:1,x_center:.421875,y_center:.015625},{w:1,h:1,x_center:.453125,y_center:.015625},{w:1,h:1,x_center:.453125,y_center:.015625},{w:1,h:1,x_center:.484375,y_center:.015625},{w:1,h:1,x_center:.484375,y_center:.015625},{w:1,h:1,x_center:.515625,y_center:.015625},{w:1,h:1,x_center:.515625,y_center:.015625},{w:1,h:1,x_center:.546875,y_center:.015625},{w:1,h:1,x_center:.546875,y_center:.015625},{w:1,h:1,x_center:.578125,y_center:.015625},{w:1,h:1,x_center:.578125,y_center:.015625},{w:1,h:1,x_center:.609375,y_center:.015625},{w:1,h:1,x_center:.609375,y_center:.015625},{w:1,h:1,x_center:.640625,y_center:.015625},{w:1,h:1,x_center:.640625,y_center:.015625},{w:1,h:1,x_center:.671875,y_center:.015625},{w:1,h:1,x_center:.671875,y_center:.015625},{w:1,h:1,x_center:.703125,y_center:.015625},{w:1,h:1,x_center:.703125,y_center:.015625},{w:1,h:1,x_center:.734375,y_center:.015625},{w:1,h:1,x_center:.734375,y_center:.015625},{w:1,h:1,x_center:.765625,y_center:.015625},{w:1,h:1,x_center:.765625,y_center:.015625},{w:1,h:1,x_center:.796875,y_center:.015625},{w:1,h:1,x_center:.796875,y_center:.015625},{w:1,h:1,x_center:.828125,y_center:.015625},{w:1,h:1,x_center:.828125,y_center:.015625},{w:1,h:1,x_center:.859375,y_center:.015625},{w:1,h:1,x_center:.859375,y_center:.015625},{w:1,h:1,x_center:.890625,y_center:.015625},{w:1,h:1,x_center:.890625,y_center:.015625},{w:1,h:1,x_center:.921875,y_center:.015625},{w:1,h:1,x_center:.921875,y_center:.015625},{w:1,h:1,x_center:.953125,y_center:.015625},{w:1,h:1,x_center:.953125,y_center:.015625},{w:1,h:1,x_center:.984375,y_center:.015625},{w:1,h:1,x_center:.984375,y_center:.015625},{w:1,h:1,x_center:.015625,y_center:.046875},{w:1,h:1,x_center:.015625,y_center:.046875},{w:1,h:1,x_center:.046875,y_center:.046875},{w:1,h:1,x_center:.046875,y_center:.046875},{w:1,h:1,x_center:.078125,y_center:.046875},{w:1,h:1,x_center:.078125,y_center:.046875},{w:1,h:1,x_center:.109375,y_center:.046875},{w:1,h:1,x_center:.109375,y_center:.046875},{w:1,h:1,x_center:.140625,y_center:.046875},{w:1,h:1,x_center:.140625,y_center:.046875},{w:1,h:1,x_center:.171875,y_center:.046875},{w:1,h:1,x_center:.171875,y_center:.046875},{w:1,h:1,x_center:.203125,y_center:.046875},{w:1,h:1,x_center:.203125,y_center:.046875},{w:1,h:1,x_center:.234375,y_center:.046875},{w:1,h:1,x_center:.234375,y_center:.046875},{w:1,h:1,x_center:.265625,y_center:.046875},{w:1,h:1,x_center:.265625,y_center:.046875},{w:1,h:1,x_center:.296875,y_center:.046875},{w:1,h:1,x_center:.296875,y_center:.046875},{w:1,h:1,x_center:.328125,y_center:.046875},{w:1,h:1,x_center:.328125,y_center:.046875},{w:1,h:1,x_center:.359375,y_center:.046875},{w:1,h:1,x_center:.359375,y_center:.046875},{w:1,h:1,x_center:.390625,y_center:.046875},{w:1,h:1,x_center:.390625,y_center:.046875},{w:1,h:1,x_center:.421875,y_center:.046875},{w:1,h:1,x_center:.421875,y_center:.046875},{w:1,h:1,x_center:.453125,y_center:.046875},{w:1,h:1,x_center:.453125,y_center:.046875},{w:1,h:1,x_center:.484375,y_center:.046875},{w:1,h:1,x_center:.484375,y_center:.046875},{w:1,h:1,x_center:.515625,y_center:.046875},{w:1,h:1,x_center:.515625,y_center:.046875},{w:1,h:1,x_center:.546875,y_center:.046875},{w:1,h:1,x_center:.546875,y_center:.046875},{w:1,h:1,x_center:.578125,y_center:.046875},{w:1,h:1,x_center:.578125,y_center:.046875},{w:1,h:1,x_center:.609375,y_center:.046875},{w:1,h:1,x_center:.609375,y_center:.046875},{w:1,h:1,x_center:.640625,y_center:.046875},{w:1,h:1,x_center:.640625,y_center:.046875},{w:1,h:1,x_center:.671875,y_center:.046875},{w:1,h:1,x_center:.671875,y_center:.046875},{w:1,h:1,x_center:.703125,y_center:.046875},{w:1,h:1,x_center:.703125,y_center:.046875},{w:1,h:1,x_center:.734375,y_center:.046875},{w:1,h:1,x_center:.734375,y_center:.046875},{w:1,h:1,x_center:.765625,y_center:.046875},{w:1,h:1,x_center:.76562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j0=["nose","leftEyeInside","leftEye","leftEyeOutside","rightEyeInside","rightEye","rightEyeOutside","leftEar","rightEar","leftMouth","rightMouth","leftShoulder","rightShoulder","leftElbow","rightElbow","leftWrist","rightWrist","leftPalm","rightPalm","leftIndex","rightIndex","leftPinky","rightPinky","leftHip","rightHip","leftKnee","rightKnee","leftAnkle","rightAnkle","leftHeel","rightHeel","leftFoot","rightFoot","midHip","forehead","leftThumb","leftHand","rightThumb","rightHand"],W0=["nose","leftEyeInside","leftEye","leftEyeOutside","rightEyeInside","rightEye","rightEyeOutside","leftEar","rightEar","leftMouth","rightMouth","leftShoulder","rightShoulder","leftElbow","rightElbow","left:15","right:16","left:17","right:18","left:19","right:20","left:21","right:22","leftChest","rightChest","neck","forehead","left:27","right:28","left:29","right:30"];var q;async function W1(t){return q||(q=await $.loadGraphModel(t.body.modelPath),q.width=parseInt(q.signature.inputs["input_1:0"].tensorShape.dim[2].size),q.height=parseInt(q.signature.inputs["input_1:0"].tensorShape.dim[1].size),t.debug&&u(`load model: ${t.body.modelPath.match(/\/(.*)\./)[1]}`)),q}async function N1(t,e){if(!q||!e.body.enabled)return null;let n={width:t.shape[2],height:t.shape[1]},A=$.image.resizeBilinear(t,[q.width||e.body.inputSize,q.height||e.body.inputSize],!1),r=$.div(A,[255]);A.dispose();let c;if(e.profile){let y=await $.profile(()=>q.predict(r));c=y.result.find(a=>a.size===195).dataSync(),y.result.forEach(a=>a.dispose()),F("blazepose",y)}else{let y=await q.predict(r);c=y.find(a=>a.size===195||a.size===155).dataSync(),y.forEach(a=>a.dispose())}r.dispose();let _=[],h=c.length===195?j0:W0,s=5;for(let 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2Q==`;var I1={};J(I1,{author:()=>B0,browser:()=>Y0,bugs:()=>K0,default:()=>u5,dependencies:()=>Q0,description:()=>L0,devDependencies:()=>et,engines:()=>D0,homepage:()=>U0,keywords:()=>nt,license:()=>C0,main:()=>F0,module:()=>q0,name:()=>X0,peerDependencies:()=>$0,repository:()=>G0,scripts:()=>tt,sideEffects:()=>H0,types:()=>J0,version:()=>Z1});var X0="@vladmandic/human",Z1="0.40.2",L0="Human: AI-powered 3D Face Detection, Face Embedding & Recognition, Body Pose Tracking, Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction & Gesture Recognition",H0=!1,F0="dist/human.node.js",q0="dist/human.esm.js",Y0="dist/human.esm.js",J0="types/human.d.ts",B0="Vladimir Mandic 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--trace-warnings --unhandled-rejections=strict --trace-uncaught --no-deprecation src/node.js",lint:"eslint src demo server",dev:"npm install && node server/serve.js",build:"rimraf dist/* && rimraf types/* && node server/build.js && node server/changelog.js",update:"npm update --depth 20 --force && npm dedupe && npm prune && npm audit"},nt=["tensorflowjs","face-detection","face-geometry","face-embedding","face-recognition","body-tracking","hand-tracking","iris-tracking","age-estimation","emotion-detection","gender-prediction","gesture-recognition","blazeface","blazepose"],u5={name:X0,version:Z1,description:L0,sideEffects:H0,main:F0,module:q0,browser:Y0,types:J0,author:B0,bugs:K0,homepage:U0,license:C0,engines:D0,repository:G0,dependencies:Q0,peerDependencies:$0,devDependencies:et,scripts:tt,keywords:nt};var v=()=>typeof performance!="undefined"?performance.now():parseInt((Number(process.hrtime.bigint())/1e3/1e3).toString());function oe(...t){let e=n=>n&&typeof n=="object";return t.reduce((n,A)=>(Object.keys(A||{}).forEach(r=>{let c=n[r],_=A[r];Array.isArray(c)&&Array.isArray(_)?n[r]=c.concat(..._):e(c)&&e(_)?n[r]=oe(c,_):n[r]=_}),n),{})}var ct=class{constructor(e={}){this.tf=rt,this.package=I1,this.version=Z1,this.config=oe(V0,e),this.fx=null,this.state="idle",this.numTensors=0,this.analyzeMemoryLeaks=!1,this.checkSanity=!1,this.firstRun=!0,this.perf={},this.models={facemesh:null,posenet:null,blazepose:null,handpose:null,iris:null,age:null,gender:null,emotion:null},this.image=n=>O1(n,this.config),this.facemesh=At,this.age=Be,this.gender=Ce,this.emotion=t1,this.body=this.config.body.modelType.startsWith("posenet")?p1:j1,this.hand=z1}profile(){return this.config.profile?qe:{}}analyze(...e){if(!this.analyzeMemoryLeaks)return;let n=this.tf.engine().state.numTensors,A=this.numTensors;this.numTensors=n;let r=n-A;r!==0&&u(...e,r)}sanity(e){if(!this.checkSanity)return null;if(!e)return"input is not defined";if(this.tf.ENV.flags.IS_NODE&&!(e instanceof this.tf.Tensor))return"input must be a tensor";try{this.tf.getBackend()}catch(n){return"backend not loaded"}return null}simmilarity(e,n){return this.config.face.embedding.enabled?n0(e,n):0}async load(e=null){this.state="load";let n=v();e&&(this.config=oe(this.config,e)),this.firstRun&&(this.config.debug&&u(`version: ${this.version} TensorFlow/JS version: ${this.tf.version_core}`),await this.checkBackend(!0),this.tf.ENV.flags.IS_BROWSER&&(this.config.debug&&u("configuration:",this.config),this.config.debug&&u("tf flags:",this.tf.ENV.flags)));let A=this.config.face.detector.modelPath.includes("faceboxes")?Ye:At;this.config.async?[this.models.face,this.models.age,this.models.gender,this.models.emotion,this.models.embedding,this.models.handpose,this.models.posenet,this.models.blazepose]=await Promise.all([this.models.face||(this.config.face.enabled?A.load(this.config):null),this.models.age||(this.config.face.enabled&&this.config.face.age.enabled?Ke(this.config):null),this.models.gender||(this.config.face.enabled&&this.config.face.gender.enabled?$e(this.config):null),this.models.emotion||(this.config.face.enabled&&this.config.face.emotion.enabled?A1(this.config):null),this.models.embedding||(this.config.face.enabled&&this.config.face.embedding.enabled?_1(this.config):null),this.models.handpose||(this.config.hand.enabled?S1(this.config):null),this.models.posenet||(this.config.body.enabled&&this.config.body.modelType.startsWith("posenet")?b1(this.config):null),this.models.posenet||(this.config.body.enabled&&this.config.body.modelType.startsWith("blazepose")?W1(this.config):null)]):(this.config.face.enabled&&!this.models.face&&(this.models.face=await A.load(this.config)),this.config.face.enabled&&this.config.face.age.enabled&&!this.models.age&&(this.models.age=await Ke(this.config)),this.config.face.enabled&&this.config.face.gender.enabled&&!this.models.gender&&(this.models.gender=await $e(this.config)),this.config.face.enabled&&this.config.face.emotion.enabled&&!this.models.emotion&&(this.models.emotion=await A1(this.config)),this.config.face.enabled&&this.config.face.embedding.enabled&&!this.models.embedding&&(this.models.embedding=await _1(this.config)),this.config.hand.enabled&&!this.models.handpose&&(this.models.handpose=await S1(this.config)),this.config.body.enabled&&!this.models.posenet&&this.config.body.modelType.startsWith("posenet")&&(this.models.posenet=await b1(this.config)),this.config.body.enabled&&!this.models.blazepose&&this.config.body.modelType.startsWith("blazepose")&&(this.models.blazepose=await W1(this.config))),this.firstRun&&(this.config.debug&&u("tf engine state:",this.tf.engine().state.numBytes,"bytes",this.tf.engine().state.numTensors,"tensors"),this.firstRun=!1);let r=Math.trunc(v()-n);r>(this.perf.load||0)&&(this.perf.load=r)}async checkBackend(e=!1){if(this.config.backend&&this.config.backend!==""&&e||this.tf.getBackend()!==this.config.backend){let n=v();if(this.state="backend",this.config.backend&&this.config.backend!==""){this.config.debug&&u("setting backend:",this.config.backend),this.config.backend==="wasm"&&(this.config.debug&&u("settings wasm path:",this.config.wasmPath),this.tf.setWasmPaths(this.config.wasmPath),await this.tf.env().getAsync("WASM_HAS_SIMD_SUPPORT")||u("warning: wasm simd support is not enabled")),this.config.backend==="humangl"&&H1();try{await this.tf.setBackend(this.config.backend)}catch(A){u("error: cannot set backend:",this.config.backend,A)}}if(this.tf.enableProdMode(),this.tf.getBackend()==="webgl"){this.config.deallocate&&(u("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:",this.config.deallocate),this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD",this.config.deallocate?0:-1));let A=await this.tf.backend().getGPGPUContext().gl;this.config.debug&&u(`gl version:${A.getParameter(A.VERSION)} renderer:${A.getParameter(A.RENDERER)}`)}await this.tf.ready(),this.perf.backend=Math.trunc(v()-n)}}async detectFace(e){var y,a,o,w,l,f;let n,A,r,c,_,h=[];this.state="run:face",n=v();let s=await((y=this.models.face)==null?void 0:y.estimateFaces(e,this.config));this.perf.face=Math.trunc(v()-n);for(let x of s){if(this.analyze("Get Face"),!x.image||x.image.isDisposedInternal){u("Face object is disposed:",x.image);continue}this.analyze("Start Age:"),this.config.async?A=this.config.face.age.enabled?Ue(x.image,this.config):{}:(this.state="run:age",n=v(),A=this.config.face.age.enabled?await Ue(x.image,this.config):{},this.perf.age=Math.trunc(v()-n)),this.analyze("Start Gender:"),this.config.async?r=this.config.face.gender.enabled?e1(x.image,this.config):{}:(this.state="run:gender",n=v(),r=this.config.face.gender.enabled?await e1(x.image,this.config):{},this.perf.gender=Math.trunc(v()-n)),this.analyze("Start Emotion:"),this.config.async?c=this.config.face.emotion.enabled?c1(x.image,this.config):{}:(this.state="run:emotion",n=v(),c=this.config.face.emotion.enabled?await c1(x.image,this.config):{},this.perf.emotion=Math.trunc(v()-n)),this.analyze("End Emotion:"),this.analyze("Start Embedding:"),this.config.async?_=this.config.face.embedding.enabled?h1(x.image,this.config):[]:(this.state="run:embedding",n=v(),_=this.config.face.embedding.enabled?await h1(x.image,this.config):[],this.perf.embedding=Math.trunc(v()-n)),this.analyze("End Emotion:"),this.config.async&&([A,r,c,_]=await Promise.all([A,r,c,_])),this.analyze("Finish Face:"),!this.config.face.iris.enabled&&((a=x==null?void 0:x.annotations)==null?void 0:a.leftEyeIris)&&((o=x==null?void 0:x.annotations)==null?void 0:o.rightEyeIris)&&(delete x.annotations.leftEyeIris,delete x.annotations.rightEyeIris);let N=((w=x.annotations)==null?void 0:w.leftEyeIris)&&((l=x.annotations)==null?void 0:l.rightEyeIris)?11.7*Math.max(Math.abs(x.annotations.leftEyeIris[3][0]-x.annotations.leftEyeIris[1][0]),Math.abs(x.annotations.rightEyeIris[4][1]-x.annotations.rightEyeIris[2][1])):0;h.push({confidence:x.confidence,faceConfidence:x.faceConfidence,boxConfidence:x.boxConfidence,box:x.box,mesh:x.mesh,boxRaw:x.boxRaw,meshRaw:x.meshRaw,annotations:x.annotations,age:A.age,gender:r.gender,genderConfidence:r.confidence,emotion:c,embedding:_,iris:N!==0?Math.trunc(N)/100:0}),(f=x.image)==null||f.dispose(),this.analyze("End Face")}return this.analyze("End FaceMesh:"),this.config.async&&(this.perf.face&&delete this.perf.face,this.perf.age&&delete this.perf.age,this.perf.gender&&delete this.perf.gender,this.perf.emotion&&delete this.perf.emotion),h}async detect(e,n={}){return new Promise(async A=>{var w,l,f,x;this.state="config";let r;this.config=oe(this.config,n),this.state="check";let c=this.sanity(e);c&&(u(c,e),A({error:c}));let _,h,s,y=v();await this.checkBackend(),await this.load(),this.config.scoped&&this.tf.engine().startScope(),this.analyze("Start Scope:"),r=v();let a=O1(e,this.config);if(!a||!a.tensor){u("could not convert input to tensor"),A({error:"could not convert input to tensor"});return}this.perf.image=Math.trunc(v()-r),this.analyze("Get Image:"),this.config.async?(s=this.config.face.enabled?this.detectFace(a.tensor):[],this.perf.face&&delete this.perf.face):(this.state="run:face",r=v(),s=this.config.face.enabled?await this.detectFace(a.tensor):[],this.perf.face=Math.trunc(v()-r)),this.analyze("Start Body:"),this.config.async?(this.config.body.modelType.startsWith("posenet")?_=this.config.body.enabled?(w=this.models.posenet)==null?void 0:w.estimatePoses(a.tensor,this.config):[]:_=this.config.body.enabled?N1(a.tensor,this.config):[],this.perf.body&&delete this.perf.body):(this.state="run:body",r=v(),this.config.body.modelType.startsWith("posenet")?_=this.config.body.enabled?await((l=this.models.posenet)==null?void 0:l.estimatePoses(a.tensor,this.config)):[]:_=this.config.body.enabled?await N1(a.tensor,this.config):[],this.perf.body=Math.trunc(v()-r)),this.analyze("End Body:"),this.analyze("Start Hand:"),this.config.async?(h=this.config.hand.enabled?(f=this.models.handpose)==null?void 0:f.estimateHands(a.tensor,this.config):[],this.perf.hand&&delete this.perf.hand):(this.state="run:hand",r=v(),h=this.config.hand.enabled?await((x=this.models.handpose)==null?void 0:x.estimateHands(a.tensor,this.config)):[],this.perf.hand=Math.trunc(v()-r)),this.analyze("End Hand:"),this.config.async&&([s,_,h]=await Promise.all([s,_,h])),a.tensor.dispose(),this.config.scoped&&this.tf.engine().endScope(),this.analyze("End Scope:");let o=[];this.config.gesture.enabled&&(r=v(),o=[...O0(s),...N0(_),...Z0(h),...I0(s)],this.config.async?this.perf.gesture&&delete this.perf.gesture:this.perf.gesture=Math.trunc(v()-r)),this.perf.total=Math.trunc(v()-y),this.state="idle",A({face:s,body:_,hand:h,gesture:o,performance:this.perf,canvas:a.canvas})})}async warmupBitmap(){let e=(r,c="application/octet-stream")=>fetch(`data:${c};base64,${r}`).then(_=>_.blob()),n,A;switch(this.config.warmup){case"face":n=await e(Me);break;case"full":n=await e(Se);break;default:n=null}if(n){let r=await createImageBitmap(n);A=await this.detect(r,this.config),r.close()}return A}async warmupCanvas(){return new Promise(e=>{let n,A=0;switch(this.config.warmup){case"face":A=256,n="data:image/jpeg;base64,"+Me;break;case"full":case"body":A=1200,n="data:image/jpeg;base64,"+Se;break;default:n=null}let r=new Image;r.onload=async()=>{let c=typeof OffscreenCanvas!="undefined"?new OffscreenCanvas(A,A):document.createElement("canvas");c.width=r.naturalWidth,c.height=r.naturalHeight;let _=c.getContext("2d");_==null||_.drawImage(r,0,0);let h=await this.detect(c,this.config);e(h)},n?r.src=n:e(null)})}async warmupNode(){let e=_=>Buffer.from(_,"base64"),n=this.config.warmup==="face"?e(Me):e(Se),A=rt.node.decodeJpeg(n),r=A.expandDims(0);this.tf.dispose(A);let c=await this.detect(r,this.config);return this.tf.dispose(r),c}async warmup(e){let n=v();e&&(this.config=oe(this.config,e));let A=this.config.videoOptimized;this.config.videoOptimized=!1;let r;typeof createImageBitmap=="function"?r=await this.warmupBitmap():typeof Image!="undefined"?r=await this.warmupCanvas():r=await this.warmupNode(),this.config.videoOptimized=A;let c=v();return this.config.debug&&u("Warmup",this.config.warmup,Math.round(c-n),"ms",r),r}};export{ct as default};
//# sourceMappingURL=human.esm-nobundle.js.map
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