/*
  Human library
  homepage: <https://github.com/vladmandic/human>
  author: <https://github.com/vladmandic>'
  */

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qt=["nose","leftEye","rightEye","leftEar","rightEar","leftShoulder","rightShoulder","leftElbow","rightElbow","leftWrist","rightWrist","leftHip","rightHip","leftKnee","rightKnee","leftAnkle","rightAnkle"],Yt=s1.partNames.length,o1=s1.partNames.reduce((t,e,n)=>(t[e]=n,t),{}),Jt=[["leftHip","leftShoulder"],["leftElbow","leftShoulder"],["leftElbow","leftWrist"],["leftHip","leftKnee"],["leftKnee","leftAnkle"],["rightHip","rightShoulder"],["rightElbow","rightShoulder"],["rightElbow","rightWrist"],["rightHip","rightKnee"],["rightKnee","rightAnkle"],["leftShoulder","rightShoulder"],["leftHip","rightHip"]],Bt=Jt.map(([t,e])=>[o1[t],o1[e]]),Kt=[["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"]],Ut=["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"]});se(exports);Y(exports,{default:()=>et});function 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vt=[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],Pt=[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],zt=[33,133,362,263,1,78,308],g5=vt.map(t=>Oe[t]),T5=Pt.map(t=>Oe[t]),v5=zt.map(t=>Oe[t]);var Rt=468,Et=13,Mt=[Et,J.midwayBetweenEyes[0]],St=3,Wt=2,Nt=[St,Wt],Ie=J.leftEyeLower0,Ze=[Ie[0],Ie[Ie.length-1]],Ve=J.rightEyeLower0,Xe=[Ve[0],Ve[Ve.length-1]],jt=3,Ot=4,It=71,ke=76;function we(t,e,n,r=null){for(let A=0;A<je.length;A++){let{key:c,indices:_}=je[A],h=J[`${n}${c}`];if(!r||r.includes(c))for(let x=0;x<_.length;x++){let o=_[x];t[h[x]]=[e[o][0],e[o][1],(e[o][2]+t[h[x]][2])/2]}}}var Le=class{constructor(e,n,r,A){this.storedBoxes=[],this.runsWithoutFaceDetector=0,this.boundingBoxDetector=e,this.meshDetector=n,this.irisModel=r,this.meshWidth=A.face.mesh.inputSize,this.meshHeight=A.face.mesh.inputSize,this.irisSize=A.face.iris.inputSize,this.irisEnlarge=2.3,this.skipped=0,this.detectedFaces=0}transformRawCoords(e,n,r,A){let c=Ae({startPoint:n.startPoint,endPoint:n.endPoint}),_=[c[0]/this.meshWidth,c[1]/this.meshHeight],h=e.map(a=>[_[0]*(a[0]-this.meshWidth/2),_[1]*(a[1]-this.meshHeight/2),a[2]]),x=r!==0?Ne(r,[0,0]):ae,o=r!==0?h.map(a=>[...U1(a,x),a[2]]):h,i=r!==0?K1(A):ae,s=[...ce({startPoint:n.startPoint,endPoint:n.endPoint}),1];return o.map(a=>[a[0]+D(s,i[0]),a[1]+D(s,i[1]),a[2]])}getLeftToRightEyeDepthDifference(e){let n=e[Ze[0]][2],r=e[Xe[0]][2];return n-r}getEyeBox(e,n,r,A,c=!1){let _=ie(oe(this.calculateLandmarksBoundingBox([e[r],e[A]]),this.irisEnlarge)),h=Ae(_),x=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&&(x=H.image.flipLeftRight(x)),{box:_,boxSize:h,crop:x}}getEyeCoords(e,n,r,A=!1){let c=[];for(let _=0;_<ke;_++){let h=e[_*3],x=e[_*3+1],o=e[_*3+2];c.push([(A?1-h/this.irisSize:h/this.irisSize)*r[0]+n.startPoint[0],x/this.irisSize*r[1]+n.startPoint[1],o])}return{rawCoords:c,iris:c.slice(It)}}getAdjustedIrisCoords(e,n,r){let A=e[J[`${r}EyeUpper0`][jt]][2],c=e[J[`${r}EyeLower0`][Ot]][2],_=(A+c)/2;return n.map((h,x)=>{let o=_;return x===2?o=A:x===4&&(o=c),[h[0],h[1],o]})}async predict(e,n){let r=!1,A;if((this.skipped===0||this.skipped>n.face.detector.skipFrames||!n.face.mesh.enabled||!n.videoOptimized)&&(A=await 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n=[t.startPoint[0]*e[0],t.startPoint[1]*e[1]],r=[t.endPoint[0]*e[0],t.endPoint[1]*e[1]],A=t.palmLandmarks.map(c=>[c[0]*e[0],c[1]*e[1]]);return{startPoint:n,endPoint:r,palmLandmarks:A,confidence:t.confidence}}function Te(t,e=1.5){let n=he(t),r=ge(t),A=[e*r[0]/2,e*r[1]/2],c=[n[0]-A[0],n[1]-A[1]],_=[n[0]+A[0],n[1]+A[1]];return{startPoint:c,endPoint:_,palmLandmarks:t.palmLandmarks}}function ve(t){let e=he(t),n=ge(t),A=Math.max(...n)/2,c=[e[0]-A,e[1]-A],_=[e[0]+A,e[1]+A];return{startPoint:c,endPoint:_,palmLandmarks:t.palmLandmarks}}var b1=class{constructor(e,n,r){this.model=e,this.anchors=r.map(A=>[A.x_center,A.y_center]),this.anchorsTensor=b.tensor2d(this.anchors),this.inputSizeTensor=b.tensor1d([n,n]),this.doubleInputSizeTensor=b.tensor1d([n*2,n*2])}normalizeBoxes(e){return b.tidy(()=>{let 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n=e.map(_=>_[0]),r=e.map(_=>_[1]),A=[Math.min(...n),Math.min(...r)],c=[Math.max(...n),Math.max(...r)];return{startPoint:A,endPoint:c}}};var 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b1(e,t.hand.inputSize,z0),A=new v1(r,n,t.hand.inputSize),c=new E1(A);return t.hand.enabled&&p(`load model: ${t.hand.detector.modelPath.match(/\/(.*)\./)[1]}`),t.hand.landmarks&&p(`load model: ${t.hand.skeleton.modelPath.match(/\/(.*)\./)[1]}`),c}var R0=t=>{if(!t)return[];let e=[];for(let n=0;n<t.length;n++){let r=t[n].keypoints.find(x=>x.part==="leftWrist"),A=t[n].keypoints.find(x=>x.part==="rightWrist"),c=t[n].keypoints.find(x=>x.part==="nose");c&&r&&A&&r.position.y<c.position.y&&A.position.y<c.position.y?e.push({body:n,gesture:"i give up"}):c&&r&&r.position.y<c.position.y?e.push({body:n,gesture:"raise left hand"}):c&&A&&A.position.y<c.position.y&&e.push({body:n,gesture:"raise right hand"});let _=t[n].keypoints.find(x=>x.part==="leftShoulder"),h=t[n].keypoints.find(x=>x.part==="rightShoulder");_&&h&&e.push({body:n,gesture:`leaning ${_.position.y>h.position.y?"left":"right"}`})}return e},E0=t=>{if(!t)return[];let e=[];for(let n=0;n<t.length;n++)if(t[n].mesh&&t[n].mesh.length>0){let r=t[n].mesh[35][2]-t[n].mesh[263][2];Math.abs(r)<10?e.push({face:n,gesture:"facing camera"}):e.push({face:n,gesture:`facing ${r<0?"right":"left"}`}),Math.abs(t[n].mesh[374][1]-t[n].mesh[386][1])/Math.abs(t[n].mesh[443][1]-t[n].mesh[450][1])<.2&&e.push({face:n,gesture:"blink left eye"}),Math.abs(t[n].mesh[145][1]-t[n].mesh[159][1])/Math.abs(t[n].mesh[223][1]-t[n].mesh[230][1])<.2&&e.push({face:n,gesture:"blink right eye"});let _=Math.min(100,500*Math.abs(t[n].mesh[13][1]-t[n].mesh[14][1])/Math.abs(t[n].mesh[10][1]-t[n].mesh[152][1]));_>10&&e.push({face:n,gesture:`mouth ${Math.trunc(_)}% open`});let h=t[n].mesh[152][2];Math.abs(h)>10&&e.push({face:n,gesture:`head ${h<0?"up":"down"}`})}return e},M0=t=>{if(!t)return[];let e=[];for(let n=0;n<t.length;n++){if(!t[n].annotations||!t[n].annotations.leftEyeIris||!t[n].annotations.rightEyeIris)continue;let 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null}simmilarity(e,n){return this.config.face.embedding.enabled?$1(e,n):0}async load(e=null){this.state="load";let n=T();e&&(this.config=xe(this.config,e)),this.firstRun&&(p(`version: ${this.version} TensorFlow/JS version: ${this.tf.version_core}`),await this.checkBackend(!0),this.tf.ENV.flags.IS_BROWSER&&(p("configuration:",this.config),p("tf flags:",this.tf.ENV.flags)));let r=this.config.face.detector.modelPath.includes("faceboxes")?qe:$0;this.config.async?[this.models.face,this.models.age,this.models.gender,this.models.emotion,this.models.embedding,this.models.posenet,this.models.handpose]=await Promise.all([this.models.face||(this.config.face.enabled?r.load(this.config):null),this.models.age||(this.config.face.enabled&&this.config.face.age.enabled?Be(this.config):null),this.models.gender||(this.config.face.enabled&&this.config.face.gender.enabled?Qe(this.config):null),this.models.emotion||(this.config.face.enabled&&this.config.face.emotion.enabled?r1(this.config):null),this.models.embedding||(this.config.face.enabled&&this.config.face.embedding.enabled?c1(this.config):null),this.models.posenet||(this.config.body.enabled?u1(this.config):null),this.models.handpose||(this.config.hand.enabled?M1(this.config):null)]):(this.config.face.enabled&&!this.models.face&&(this.models.face=await r.load(this.config)),this.config.face.enabled&&this.config.face.age.enabled&&!this.models.age&&(this.models.age=await Be(this.config)),this.config.face.enabled&&this.config.face.gender.enabled&&!this.models.gender&&(this.models.gender=await Qe(this.config)),this.config.face.enabled&&this.config.face.emotion.enabled&&!this.models.emotion&&(this.models.emotion=await r1(this.config)),this.config.face.enabled&&this.config.face.embedding.enabled&&!this.models.embedding&&(this.models.embedding=await c1(this.config)),this.config.body.enabled&&!this.models.posenet&&(this.models.posenet=await u1(this.config)),this.config.hand.enabled&&!this.models.handpose&&(this.models.handpose=await M1(this.config))),this.firstRun&&(p("tf engine state:",this.tf.engine().state.numBytes,"bytes",this.tf.engine().state.numTensors,"tensors"),this.firstRun=!1);let A=Math.trunc(T()-n);A>(this.perf.load||0)&&(this.perf.load=A)}async checkBackend(e=!1){if(this.config.backend&&this.config.backend!==""&&e||this.tf.getBackend()!==this.config.backend){let n=T();this.state="backend",p("setting backend:",this.config.backend),this.config.backend==="wasm"&&(p("settings wasm path:",this.config.wasmPath),this.tf.setWasmPaths(this.config.wasmPath),await this.tf.env().getAsync("WASM_HAS_SIMD_SUPPORT")||p("warning: wasm simd support is not enabled")),this.config.backend==="humangl"&&X1();try{await this.tf.setBackend(this.config.backend)}catch(r){p("error: cannot set backend:",this.config.backend,r)}if(this.tf.enableProdMode(),this.tf.getBackend()==="webgl"){this.config.deallocate&&(p("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:",this.config.deallocate),this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD",this.config.deallocate?0:-1));let r=await this.tf.backend().getGPGPUContext().gl;p(`gl version:${r.getParameter(r.VERSION)} renderer:${r.getParameter(r.RENDERER)}`)}await this.tf.ready(),this.perf.backend=Math.trunc(T()-n)}}async detectFace(e){var o,i,s,a,d,l;let n,r,A,c,_,h=[];this.state="run:face",n=T();let x=await((o=this.models.face)==null?void 0:o.estimateFaces(e,this.config));this.perf.face=Math.trunc(T()-n);for(let y of x){if(this.analyze("Get Face"),!y.image||y.image.isDisposedInternal){p("Face object is disposed:",y.image);continue}this.analyze("Start Age:"),this.config.async?r=this.config.face.age.enabled?Ke(y.image,this.config):{}:(this.state="run:age",n=T(),r=this.config.face.age.enabled?await Ke(y.image,this.config):{},this.perf.age=Math.trunc(T()-n)),this.analyze("Start Gender:"),this.config.async?A=this.config.face.gender.enabled?$e(y.image,this.config):{}:(this.state="run:gender",n=T(),A=this.config.face.gender.enabled?await $e(y.image,this.config):{},this.perf.gender=Math.trunc(T()-n)),this.analyze("Start Emotion:"),this.config.async?c=this.config.face.emotion.enabled?A1(y.image,this.config):{}:(this.state="run:emotion",n=T(),c=this.config.face.emotion.enabled?await A1(y.image,this.config):{},this.perf.emotion=Math.trunc(T()-n)),this.analyze("End Emotion:"),this.analyze("Start Embedding:"),this.config.async?_=this.config.face.embedding.enabled?_1(y.image,this.config):[]:(this.state="run:embedding",n=T(),_=this.config.face.embedding.enabled?await _1(y.image,this.config):[],this.perf.embedding=Math.trunc(T()-n)),this.analyze("End Emotion:"),this.config.async&&([r,A,c,_]=await Promise.all([r,A,c,_])),this.analyze("Finish Face:"),!this.config.face.iris.enabled&&((i=y==null?void 0:y.annotations)==null?void 0:i.leftEyeIris)&&((s=y==null?void 0:y.annotations)==null?void 0:s.rightEyeIris)&&(delete y.annotations.leftEyeIris,delete y.annotations.rightEyeIris);let j=((a=y.annotations)==null?void 0:a.leftEyeIris)&&((d=y.annotations)==null?void 0:d.rightEyeIris)?11.7*Math.max(Math.abs(y.annotations.leftEyeIris[3][0]-y.annotations.leftEyeIris[1][0]),Math.abs(y.annotations.rightEyeIris[4][1]-y.annotations.rightEyeIris[2][1])):0;h.push({confidence:y.confidence,box:y.box,mesh:y.mesh,boxRaw:y.boxRaw,meshRaw:y.meshRaw,annotations:y.annotations,age:r.age,gender:A.gender,genderConfidence:A.confidence,emotion:c,embedding:_,iris:j!==0?Math.trunc(j)/100:0}),(l=y.image)==null||l.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 r=>{var a,d,l,y;this.state="config";let A;this.config=xe(this.config,n),this.state="check";let c=this.sanity(e);c&&(p(c,e),r({error:c}));let _,h,x,o=T();await this.checkBackend(),await this.load(),this.config.scoped&&this.tf.engine().startScope(),this.analyze("Start Scope:"),A=T();let i=N0(e,this.config);if(!i||!i.tensor){p("could not convert input to tensor"),r({error:"could not convert input to tensor"});return}this.perf.image=Math.trunc(T()-A),this.analyze("Get Image:"),this.config.async?(x=this.config.face.enabled?this.detectFace(i.tensor):[],this.perf.face&&delete this.perf.face):(this.state="run:face",A=T(),x=this.config.face.enabled?await this.detectFace(i.tensor):[],this.perf.face=Math.trunc(T()-A)),this.analyze("Start Body:"),this.config.async?(_=this.config.body.enabled?(a=this.models.posenet)==null?void 0:a.estimatePoses(i.tensor,this.config):[],this.perf.body&&delete this.perf.body):(this.state="run:body",A=T(),_=this.config.body.enabled?await((d=this.models.posenet)==null?void 0:d.estimatePoses(i.tensor,this.config)):[],this.perf.body=Math.trunc(T()-A)),this.analyze("End Body:"),this.analyze("Start Hand:"),this.config.async?(h=this.config.hand.enabled?(l=this.models.handpose)==null?void 0:l.estimateHands(i.tensor,this.config):[],this.perf.hand&&delete this.perf.hand):(this.state="run:hand",A=T(),h=this.config.hand.enabled?await((y=this.models.handpose)==null?void 0:y.estimateHands(i.tensor,this.config)):[],this.perf.hand=Math.trunc(T()-A)),this.analyze("End Hand:"),this.config.async&&([x,_,h]=await Promise.all([x,_,h])),i.tensor.dispose(),this.config.scoped&&this.tf.engine().endScope(),this.analyze("End Scope:");let s=[];this.config.gesture.enabled&&(A=T(),s=[...E0(x),...R0(_),...S0(h),...M0(x)],this.config.async?this.perf.gesture&&delete this.perf.gesture:this.perf.gesture=Math.trunc(T()-A)),this.perf.total=Math.trunc(T()-o),this.state="idle",r({face:x,body:_,hand:h,gesture:s,performance:this.perf,canvas:i.canvas})})}async warmupBitmap(){let e=(A,c="application/octet-stream")=>fetch(`data:${c};base64,${A}`).then(_=>_.blob()),n,r;switch(this.config.warmup){case"face":n=await e(ze);break;case"full":n=await e(Re);break;default:n=null}if(n){let A=await createImageBitmap(n);r=await this.detect(A,this.config),A.close()}return r}async warmupCanvas(){return new Promise(e=>{let n,r=0;switch(this.config.warmup){case"face":r=256,n="data:image/jpeg;base64,"+ze;break;case"full":r=1200,n="data:image/jpeg;base64,"+Re;break;default:n=null}let A=new Image(r,r);A.onload=()=>{let c=typeof OffscreenCanvas!="undefined"?new OffscreenCanvas(r,r):document.createElement("canvas");c.width=r,c.height=r;let _=c.getContext("2d");_==null||_.drawImage(A,0,0);let h=_==null?void 0:_.getImageData(0,0,r,r);this.detect(h,this.config).then(x=>e(x))},n?A.src=n:e(null)})}async warmupNode(){let e=_=>Buffer.from(_,"base64"),n=this.config.warmup==="face"?e(ze):e(Re),r=Q0.node.decodeJpeg(n),A=r.expandDims(0);this.tf.dispose(r);let c=await this.detect(A,this.config);return this.tf.dispose(A),c}async warmup(e){let n=T();e&&(this.config=xe(this.config,e));let r=this.config.videoOptimized;this.config.videoOptimized=!1;let A;typeof createImageBitmap=="function"?A=await this.warmupBitmap():typeof Image!="undefined"?A=await this.warmupCanvas():A=await this.warmupNode(),this.config.videoOptimized=r;let c=T();return p("Warmup",this.config.warmup,Math.round(c-n),"ms",A),A}};
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