mirror of https://github.com/vladmandic/human
841 lines
308 KiB
JavaScript
841 lines
308 KiB
JavaScript
/*
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Human
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homepage: <https://github.com/vladmandic/human>
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author: <https://github.com/vladmandic>'
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*/
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var st=Object.defineProperty;var Zn=Object.getOwnPropertyDescriptor;var Xn=Object.getOwnPropertyNames;var qn=Object.prototype.hasOwnProperty;var Un=(e,t,n)=>t in e?st(e,t,{enumerable:!0,configurable:!0,writable:!0,value:n}):e[t]=n;var oe=(e,t)=>{for(var n in t)st(e,n,{get:t[n],enumerable:!0})},F5=(e,t,n,o)=>{if(t&&typeof t=="object"||typeof t=="function")for(let s of Xn(t))!qn.call(e,s)&&s!==n&&st(e,s,{get:()=>t[s],enumerable:!(o=Zn(t,s))||o.enumerable});return e},w=(e,t,n)=>(F5(e,t,"default"),n&&F5(n,t,"default"));var E=(e,t,n)=>(Un(e,typeof t!="symbol"?t+"":t,n),n),B5=(e,t,n)=>{if(!t.has(e))throw TypeError("Cannot "+n)};var v0=(e,t,n)=>(B5(e,t,"read from private field"),n?n.call(e):t.get(e)),Z0=(e,t,n)=>{if(t.has(e))throw TypeError("Cannot add the same private member more than once");t instanceof WeakSet?t.add(e):t.set(e,n)},Y0=(e,t,n,o)=>(B5(e,t,"write to private field"),o?o.call(e,n):t.set(e,n),n);var r={};oe(r,{version:()=>Ke});w(r,fA);w(r,mA);w(r,pA);w(r,uA);w(r,hA);w(r,bA);import*as fA from"@tensorflow/tfjs-core/dist/index.js";import*as mA from"@tensorflow/tfjs-converter/dist/index.js";import*as pA from"@tensorflow/tfjs-backend-cpu/dist/index.js";import*as uA from"@tensorflow/tfjs-backend-webgl/dist/index.js";import*as hA from"@tensorflow/tfjs-backend-wasm/dist/index.js";import*as bA from"@tensorflow/tfjs-backend-webgpu/dist/index.js";var H5="4.2.0",Yn="4.2.0",Kn="4.2.0",Jn="4.2.0",Qn="4.2.0",_n="0.0.1-alpha.17",Ke={tfjs:H5,"tfjs-core":H5,"tfjs-converter":Yn,"tfjs-backend-cpu":Kn,"tfjs-backend-webgl":Jn,"tfjs-backend-wasm":Qn,"tfjs-backend-webgpu":_n};function h(...e){let t=new Date,n=`${t.getHours().toString().padStart(2,"0")}:${t.getMinutes().toString().padStart(2,"0")}:${t.getSeconds().toString().padStart(2,"0")}.${t.getMilliseconds().toString().padStart(3,"0")}`;e&&console.log(n,"Human:",...e)}function G5(e,t){let n=e.endsWith("/")?"":"/",s=t.startsWith(".")||t.startsWith("/")||t.startsWith("http:")||t.startsWith("https:")||t.startsWith("file:")?`${t}`:`${e}${n}${t}`;if(!s.toLocaleLowerCase().includes(".json"))throw new Error(`modelpath error: expecting json file: ${s}`);return s}var T=()=>typeof performance!="undefined"?performance.now():parseInt((Number(process.hrtime.bigint())/1e3/1e3).toString());function At(e,t,n="config",o=[]){for(let s of Object.keys(t))if(typeof t[s]=="object")At(e[s],t[s],s,o);else{let A=e&&typeof e[s]!="undefined";A||o.push({reason:"unknown property",where:`${n}.${s} = ${t[s]}`});let a=e&&typeof e[s]==typeof t[s];A&&!a&&o.push({reason:"property type mismatch",where:`${n}.${s} = ${t[s]}`,expected:typeof e[s]})}return t.debug&&n==="config"&&o.length>0&&h("invalid configuration",o),o}function Q(...e){let t=n=>n&&typeof n=="object";return e.reduce((n,o)=>(Object.keys(o||{}).forEach(s=>{let A=n[s],a=o[s];Array.isArray(A)&&Array.isArray(a)?n[s]=A.concat(...a):t(A)&&t(a)?n[s]=Q(A,a):n[s]=a}),n),{})}var Le={backend:"",modelBasePath:"",cacheModels:!0,validateModels:!0,wasmPath:"",wasmPlatformFetch:!1,debug:!1,async:!0,warmup:"full",cacheSensitivity:.7,skipAllowed:!1,deallocate:!1,flags:{},softwareKernels:!1,filter:{enabled:!0,equalization:!1,width:0,height:0,flip:!1,return:!0,autoBrightness:!0,brightness:0,contrast:0,sharpness:0,blur:0,saturation:0,hue:0,negative:!1,sepia:!1,vintage:!1,kodachrome:!1,technicolor:!1,polaroid:!1,pixelate:0},gesture:{enabled:!0},face:{enabled:!0,detector:{modelPath:"blazeface.json",rotation:!1,maxDetected:1,skipFrames:99,skipTime:2500,minConfidence:.2,iouThreshold:.1,mask:!1,return:!1},mesh:{enabled:!0,modelPath:"facemesh.json",keepInvalid:!1},attention:{enabled:!1,modelPath:"facemesh-attention.json"},iris:{enabled:!0,modelPath:"iris.json"},emotion:{enabled:!0,minConfidence:.1,skipFrames:99,skipTime:1500,modelPath:"emotion.json"},description:{enabled:!0,modelPath:"faceres.json",skipFrames:99,skipTime:3e3,minConfidence:.1},antispoof:{enabled:!1,skipFrames:99,skipTime:4e3,modelPath:"antispoof.json"},liveness:{enabled:!1,skipFrames:99,skipTime:4e3,modelPath:"liveness.json"}},body:{enabled:!0,modelPath:"movenet-lightning.json",maxDetected:-1,minConfidence:.3,skipFrames:1,skipTime:200},hand:{enabled:!0,rotation:!0,skipFrames:99,skipTime:1e3,minConfidence:.5,iouThreshold:.2,maxDetected:-1,landmarks:!0,detector:{modelPath:"handtrack.json"},skeleton:{modelPath:"handlandmark-lite.json"}},object:{enabled:!1,modelPath:"centernet.json",minConfidence:.2,iouThreshold:.4,maxDetected:10,skipFrames:99,skipTime:2e3},segmentation:{enabled:!1,modelPath:"rvm.json",ratio:.5,mode:"default"}};var V5=`
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precision highp float;
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attribute vec2 pos;
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attribute vec2 uv;
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varying vec2 vUv;
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uniform float flipY;
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void main(void) {
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vUv = uv;
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gl_Position = vec4(pos.x, pos.y*flipY, 0.0, 1.);
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}
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`;var Z5=`
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precision highp float;
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varying vec2 vUv;
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uniform sampler2D texture;
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uniform float m[20];
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void main(void) {
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vec4 c = texture2D(texture, vUv);
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gl_FragColor.r = m[0] * c.r + m[1] * c.g + m[2] * c.b + m[3] * c.a + m[4];
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gl_FragColor.g = m[5] * c.r + m[6] * c.g + m[7] * c.b + m[8] * c.a + m[9];
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gl_FragColor.b = m[10] * c.r + m[11] * c.g + m[12] * c.b + m[13] * c.a + m[14];
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gl_FragColor.a = m[15] * c.r + m[16] * c.g + m[17] * c.b + m[18] * c.a + m[19];
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}
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`,X5=`
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precision highp float;
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varying vec2 vUv;
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uniform sampler2D texture;
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uniform float m[20];
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void main(void) {
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vec4 c = texture2D(texture, vUv);
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gl_FragColor.r = m[0] * c.r + m[1] * c.g + m[2] * c.b + m[4];
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gl_FragColor.g = m[5] * c.r + m[6] * c.g + m[7] * c.b + m[9];
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gl_FragColor.b = m[10] * c.r + m[11] * c.g + m[12] * c.b + m[14];
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gl_FragColor.a = c.a;
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}
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`,q5=`
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precision highp float;
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varying vec2 vUv;
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uniform vec2 size;
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uniform sampler2D texture;
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vec2 pixelate(vec2 coord, vec2 size) {
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return floor( coord / size ) * size;
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}
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void main(void) {
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gl_FragColor = vec4(0.0);
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vec2 coord = pixelate(vUv, size);
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gl_FragColor += texture2D(texture, coord);
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}
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`,U5=`
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precision highp float;
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varying vec2 vUv;
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uniform sampler2D texture;
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uniform vec2 px;
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void main(void) {
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gl_FragColor = vec4(0.0);
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gl_FragColor += texture2D(texture, vUv + vec2(-7.0*px.x, -7.0*px.y))*0.0044299121055113265;
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gl_FragColor += texture2D(texture, vUv + vec2(-6.0*px.x, -6.0*px.y))*0.00895781211794;
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gl_FragColor += texture2D(texture, vUv + vec2(-5.0*px.x, -5.0*px.y))*0.0215963866053;
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gl_FragColor += texture2D(texture, vUv + vec2(-4.0*px.x, -4.0*px.y))*0.0443683338718;
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gl_FragColor += texture2D(texture, vUv + vec2(-3.0*px.x, -3.0*px.y))*0.0776744219933;
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gl_FragColor += texture2D(texture, vUv + vec2(-2.0*px.x, -2.0*px.y))*0.115876621105;
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gl_FragColor += texture2D(texture, vUv + vec2(-1.0*px.x, -1.0*px.y))*0.147308056121;
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gl_FragColor += texture2D(texture, vUv )*0.159576912161;
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gl_FragColor += texture2D(texture, vUv + vec2( 1.0*px.x, 1.0*px.y))*0.147308056121;
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gl_FragColor += texture2D(texture, vUv + vec2( 2.0*px.x, 2.0*px.y))*0.115876621105;
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gl_FragColor += texture2D(texture, vUv + vec2( 3.0*px.x, 3.0*px.y))*0.0776744219933;
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gl_FragColor += texture2D(texture, vUv + vec2( 4.0*px.x, 4.0*px.y))*0.0443683338718;
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gl_FragColor += texture2D(texture, vUv + vec2( 5.0*px.x, 5.0*px.y))*0.0215963866053;
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gl_FragColor += texture2D(texture, vUv + vec2( 6.0*px.x, 6.0*px.y))*0.00895781211794;
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gl_FragColor += texture2D(texture, vUv + vec2( 7.0*px.x, 7.0*px.y))*0.0044299121055113265;
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}
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`,Y5=`
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precision highp float;
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varying vec2 vUv;
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uniform sampler2D texture;
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uniform vec2 px;
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uniform float m[9];
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void main(void) {
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vec4 c11 = texture2D(texture, vUv - px); // top left
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vec4 c12 = texture2D(texture, vec2(vUv.x, vUv.y - px.y)); // top center
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vec4 c13 = texture2D(texture, vec2(vUv.x + px.x, vUv.y - px.y)); // top right
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vec4 c21 = texture2D(texture, vec2(vUv.x - px.x, vUv.y) ); // mid left
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vec4 c22 = texture2D(texture, vUv); // mid center
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vec4 c23 = texture2D(texture, vec2(vUv.x + px.x, vUv.y) ); // mid right
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vec4 c31 = texture2D(texture, vec2(vUv.x - px.x, vUv.y + px.y) ); // bottom left
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vec4 c32 = texture2D(texture, vec2(vUv.x, vUv.y + px.y) ); // bottom center
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vec4 c33 = texture2D(texture, vUv + px ); // bottom right
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gl_FragColor =
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c11 * m[0] + c12 * m[1] + c22 * m[2] +
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c21 * m[3] + c22 * m[4] + c23 * m[5] +
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c31 * m[6] + c32 * m[7] + c33 * m[8];
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gl_FragColor.a = c22.a;
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}
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`;var at=(e,t,n)=>{let o=new RegExp("\\b"+t+" \\w+ (\\w+)","ig");e.replace(o,(s,A)=>(n[A]=0,s))},it=class{constructor(t,n,o){E(this,"uniform",{});E(this,"attribute",{});E(this,"gl");E(this,"id");E(this,"compile",(t,n)=>{let o=this.gl.createShader(n);return o?(this.gl.shaderSource(o,t),this.gl.compileShader(o),this.gl.getShaderParameter(o,this.gl.COMPILE_STATUS)?o:(h(`filter: gl compile failed: ${this.gl.getShaderInfoLog(o)||"unknown"}`),null)):(h("filter: could not create shader"),null)});this.gl=t;let s=this.compile(n,this.gl.VERTEX_SHADER),A=this.compile(o,this.gl.FRAGMENT_SHADER);if(this.id=this.gl.createProgram(),!(!s||!A)){if(!this.id){h("filter: could not create webgl program");return}if(this.gl.attachShader(this.id,s),this.gl.attachShader(this.id,A),this.gl.linkProgram(this.id),!this.gl.getProgramParameter(this.id,this.gl.LINK_STATUS)){h(`filter: gl link failed: ${this.gl.getProgramInfoLog(this.id)||"unknown"}`);return}this.gl.useProgram(this.id),at(n,"attribute",this.attribute);for(let a in this.attribute)this.attribute[a]=this.gl.getAttribLocation(this.id,a);at(n,"uniform",this.uniform),at(o,"uniform",this.uniform);for(let a in this.uniform)this.uniform[a]=this.gl.getUniformLocation(this.id,a)}}};function K5(){let e=0,t=null,n=!1,o=-1,s=[null,null],A=[],a=null,i=null,c=L0(100,100),d={},y={INTERMEDIATE:1},l=c.getContext("webgl");if(!l){h("filter: cannot get webgl context");return}this.gl=l;function f(v,p){if(!(v===c.width&&p===c.height)){if(c.width=v,c.height=p,!a){let b=new Float32Array([-1,-1,0,1,1,-1,1,1,-1,1,0,0,-1,1,0,0,1,-1,1,1,1,1,1,0]);a=l.createBuffer(),l.bindBuffer(l.ARRAY_BUFFER,a),l.bufferData(l.ARRAY_BUFFER,b,l.STATIC_DRAW),l.pixelStorei(l.UNPACK_PREMULTIPLY_ALPHA_WEBGL,!0)}l.viewport(0,0,c.width,c.height),s=[null,null]}}function x(v,p){let b=l.createFramebuffer();l.bindFramebuffer(l.FRAMEBUFFER,b);let j=l.createRenderbuffer();l.bindRenderbuffer(l.RENDERBUFFER,j);let k=l.createTexture();return l.bindTexture(l.TEXTURE_2D,k),l.texImage2D(l.TEXTURE_2D,0,l.RGBA,v,p,0,l.RGBA,l.UNSIGNED_BYTE,null),l.texParameteri(l.TEXTURE_2D,l.TEXTURE_MAG_FILTER,l.LINEAR),l.texParameteri(l.TEXTURE_2D,l.TEXTURE_MIN_FILTER,l.LINEAR),l.texParameteri(l.TEXTURE_2D,l.TEXTURE_WRAP_S,l.CLAMP_TO_EDGE),l.texParameteri(l.TEXTURE_2D,l.TEXTURE_WRAP_T,l.CLAMP_TO_EDGE),l.framebufferTexture2D(l.FRAMEBUFFER,l.COLOR_ATTACHMENT0,l.TEXTURE_2D,k,0),l.bindTexture(l.TEXTURE_2D,null),l.bindFramebuffer(l.FRAMEBUFFER,null),{fbo:b,texture:k}}function u(v){return s[v]=s[v]||x(c.width,c.height),s[v]}function m(v=0){if(!i)return;let p=null,b=null,j=!1;e===0?p=t:p=u(o).texture||null,e++,n&&!(v&y.INTERMEDIATE)?(b=null,j=e%2===0):(o=(o+1)%2,b=u(o).fbo||null),l.bindTexture(l.TEXTURE_2D,p),l.bindFramebuffer(l.FRAMEBUFFER,b),l.uniform1f(i.uniform.flipY,j?-1:1),l.drawArrays(l.TRIANGLES,0,6)}function g(v){if(d[v])return i=d[v],l.useProgram((i?i.id:null)||null),i;if(i=new it(l,V5,v),!i)return h("filter: could not get webgl program"),null;let p=Float32Array.BYTES_PER_ELEMENT,b=4*p;return l.enableVertexAttribArray(i.attribute.pos),l.vertexAttribPointer(i.attribute.pos,2,l.FLOAT,!1,b,0*p),l.enableVertexAttribArray(i.attribute.uv),l.vertexAttribPointer(i.attribute.uv,2,l.FLOAT,!1,b,2*p),d[v]=i,i}let P={colorMatrix:v=>{let p=new Float32Array(v);p[4]/=255,p[9]/=255,p[14]/=255,p[19]/=255;let b=p[18]===1&&p[3]===0&&p[8]===0&&p[13]===0&&p[15]===0&&p[16]===0&&p[17]===0&&p[19]===0?X5:Z5,j=g(b);j&&(l.uniform1fv(j.uniform.m,p),m())},brightness:v=>{let p=(v||0)+1;P.colorMatrix([p,0,0,0,0,0,p,0,0,0,0,0,p,0,0,0,0,0,1,0])},saturation:v=>{let p=(v||0)*2/3+1,b=(p-1)*-.5;P.colorMatrix([p,b,b,0,0,b,p,b,0,0,b,b,p,0,0,0,0,0,1,0])},desaturate:()=>{P.saturation(-1)},contrast:v=>{let p=(v||0)+1,b=-128*(p-1);P.colorMatrix([p,0,0,0,b,0,p,0,0,b,0,0,p,0,b,0,0,0,1,0])},negative:()=>{P.contrast(-2)},hue:v=>{v=(v||0)/180*Math.PI;let p=Math.cos(v),b=Math.sin(v),j=.213,k=.715,N=.072;P.colorMatrix([j+p*(1-j)+b*-j,k+p*-k+b*-k,N+p*-N+b*(1-N),0,0,j+p*-j+b*.143,k+p*(1-k)+b*.14,N+p*-N+b*-.283,0,0,j+p*-j+b*-(1-j),k+p*-k+b*k,N+p*(1-N)+b*N,0,0,0,0,0,1,0])},desaturateLuminance:()=>{P.colorMatrix([.2764723,.929708,.0938197,0,-37.1,.2764723,.929708,.0938197,0,-37.1,.2764723,.929708,.0938197,0,-37.1,0,0,0,1,0])},sepia:()=>{P.colorMatrix([.393,.7689999,.18899999,0,0,.349,.6859999,.16799999,0,0,.272,.5339999,.13099999,0,0,0,0,0,1,0])},brownie:()=>{P.colorMatrix([.5997023498159715,.34553243048391263,-.2708298674538042,0,47.43192855600873,-.037703249837783157,.8609577587992641,.15059552388459913,0,-36.96841498319127,.24113635128153335,-.07441037908422492,.44972182064877153,0,-7.562075277591283,0,0,0,1,0])},vintagePinhole:()=>{P.colorMatrix([.6279345635605994,.3202183420819367,-.03965408211312453,0,9.651285835294123,.02578397704808868,.6441188644374771,.03259127616149294,0,7.462829176470591,.0466055556782719,-.0851232987247891,.5241648018700465,0,5.159190588235296,0,0,0,1,0])},kodachrome:()=>{P.colorMatrix([1.1285582396593525,-.3967382283601348,-.03992559172921793,0,63.72958762196502,-.16404339962244616,1.0835251566291304,-.05498805115633132,0,24.732407896706203,-.16786010706155763,-.5603416277695248,1.6014850761964943,0,35.62982807460946,0,0,0,1,0])},technicolor:()=>{P.colorMatrix([1.9125277891456083,-.8545344976951645,-.09155508482755585,0,11.793603434377337,-.3087833385928097,1.7658908555458428,-.10601743074722245,0,-70.35205161461398,-.231103377548616,-.7501899197440212,1.847597816108189,0,30.950940869491138,0,0,0,1,0])},polaroid:()=>{P.colorMatrix([1.438,-.062,-.062,0,0,-.122,1.378,-.122,0,0,-.016,-.016,1.483,0,0,0,0,0,1,0])},shiftToBGR:()=>{P.colorMatrix([0,0,1,0,0,0,1,0,0,0,1,0,0,0,0,0,0,0,1,0])},convolution:v=>{let 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Mr=[[61,146],[146,91],[91,181],[181,84],[84,17],[17,314],[314,405],[405,321],[321,375],[375,291],[61,185],[185,40],[40,39],[39,37],[37,0],[0,267],[267,269],[269,270],[270,409],[409,291],[78,95],[95,88],[88,178],[178,87],[87,14],[14,317],[317,402],[402,318],[318,324],[324,308],[78,191],[191,80],[80,81],[81,82],[82,13],[13,312],[312,311],[311,310],[310,415],[415,308]],Pr=[[263,249],[249,390],[390,373],[373,374],[374,380],[380,381],[381,382],[382,362],[263,466],[466,388],[388,387],[387,386],[386,385],[385,384],[384,398],[398,362]],kr=[[276,283],[283,282],[282,295],[295,285],[300,293],[293,334],[334,296],[296,336]],wr=[[474,475],[475,476],[476,477],[477,474]],Er=[[33,7],[7,163],[163,144],[144,145],[145,153],[153,154],[154,155],[155,133],[33,246],[246,161],[161,160],[160,159],[159,158],[158,157],[157,173],[173,133]],zr=[[46,53],[53,52],[52,65],[65,55],[70,63],[63,105],[105,66],[66,107]],Sr=[[469,470],[470,471],[471,472],[472,469]],jr=[[10,338],[338,297],[297,332],[332,284],[284,251],[251,389],[389,356],[356,454],[454,323],[323,361],[361,288],[288,397],[397,365],[365,379],[379,378],[378,400],[400,377],[377,152],[152,148],[148,176],[176,149],[149,150],[150,136],[136,172],[172,58],[58,132],[132,93],[93,234],[234,127],[127,162],[162,21],[21,54],[54,103],[103,67],[67,109],[109,10]];function se(e){let t=e.map(n=>n[0]);return t.push(e[e.length-1][1]),t}var Ir={lips:se(Mr),leftEye:se(Pr),leftEyebrow:se(kr),leftIris:se(wr),rightEye:se(Er),rightEyebrow:se(zr),rightIris:se(Sr),faceOval:se(jr)},Nr=Object.entries(Ir).map(([e,t])=>t.map(n=>[n,e])).flat(),ZA=new Map(Nr),t2=[61,146,91,181,84,17,314,405,321,375,291,185,40,39,37,0,267,269,270,409,78,95,88,178,87,14,317,402,318,324,308,191,80,81,82,13,312,311,310,415,76,77,90,180,85,16,315,404,320,307,306,184,74,73,72,11,302,303,304,408,62,96,89,179,86,15,316,403,319,325,292,183,42,41,38,12,268,271,272,407],Re=[33,7,163,144,145,153,154,155,133,246,161,160,159,158,157,173,130,25,110,24,23,22,26,112,243,247,30,29,27,28,56,190,226,31,228,229,230,231,232,233,244,113,225,224,223,222,221,189,35,124,46,53,52,65,143,111,117,118,119,120,121,128,245,156,70,63,105,66,107,55,193],Me=[263,249,390,373,374,380,381,382,362,466,388,387,386,385,384,398,359,255,339,254,253,252,256,341,463,467,260,259,257,258,286,414,446,261,448,449,450,451,452,453,464,342,445,444,443,442,441,413,265,353,276,283,282,295,372,340,346,347,348,349,350,357,465,383,300,293,334,296,336,285,417];var G;function Lr(e,t){var o,s,A,a,i,c,d,y,l;if(!G.drawLabels||((o=G.faceLabels)==null?void 0:o.length)===0)return;let n=G.faceLabels.slice();if(e.score&&(n=V(n,"[score]",100*e.score)),e.gender&&(n=V(n,"[gender]",e.gender)),e.genderScore&&(n=V(n,"[genderScore]",100*e.genderScore)),e.age&&(n=V(n,"[age]",e.age)),e.distance&&(n=V(n,"[distance]",100*e.distance)),e.real&&(n=V(n,"[real]",100*e.real)),e.live&&(n=V(n,"[live]",100*e.live)),e.emotion&&e.emotion.length>0){let f=e.emotion.map(x=>`${Math.trunc(100*x.score)}% ${x.emotion}`);f.length>3&&(f.length=3),n=V(n,"[emotions]",f.join(" "))}(A=(s=e.rotation)==null?void 0:s.angle)!=null&&A.roll&&(n=V(n,"[roll]",be(e.rotation.angle.roll))),(i=(a=e.rotation)==null?void 0:a.angle)!=null&&i.yaw&&(n=V(n,"[yaw]",be(e.rotation.angle.yaw))),(d=(c=e.rotation)==null?void 0:c.angle)!=null&&d.pitch&&(n=V(n,"[pitch]",be(e.rotation.angle.pitch))),(l=(y=e.rotation)==null?void 0:y.gaze)!=null&&l.bearing&&(n=V(n,"[gaze]",be(e.rotation.gaze.bearing))),O0(t,n,e.box[0],e.box[1],G)}function Or(e,t){var n,o,s,A;if((n=e.annotations)!=null&&n.leftEyeIris&&((o=e.annotations)!=null&&o.leftEyeIris[0])){t.strokeStyle=G.useDepth?"rgba(255, 200, 255, 0.3)":G.color,t.beginPath();let a=Math.abs(e.annotations.leftEyeIris[3][0]-e.annotations.leftEyeIris[1][0])/2,i=Math.abs(e.annotations.leftEyeIris[4][1]-e.annotations.leftEyeIris[2][1])/2;t.ellipse(e.annotations.leftEyeIris[0][0],e.annotations.leftEyeIris[0][1],a,i,0,0,2*Math.PI),t.stroke(),G.fillPolygons&&(t.fillStyle=G.useDepth?"rgba(255, 255, 200, 0.3)":G.color,t.fill())}if((s=e.annotations)!=null&&s.rightEyeIris&&((A=e.annotations)!=null&&A.rightEyeIris[0])){t.strokeStyle=G.useDepth?"rgba(255, 200, 255, 0.3)":G.color,t.beginPath();let a=Math.abs(e.annotations.rightEyeIris[3][0]-e.annotations.rightEyeIris[1][0])/2,i=Math.abs(e.annotations.rightEyeIris[4][1]-e.annotations.rightEyeIris[2][1])/2;t.ellipse(e.annotations.rightEyeIris[0][0],e.annotations.rightEyeIris[0][1],a,i,0,0,2*Math.PI),t.stroke(),G.fillPolygons&&(t.fillStyle=G.useDepth?"rgba(255, 255, 200, 0.3)":G.color,t.fill())}}function Cr(e,t){var n;if(G.drawGaze&&((n=e.rotation)!=null&&n.angle)&&typeof Path2D!="undefined"){t.strokeStyle="pink";let o=e.box[0]+e.box[2]/2-e.box[3]*be(e.rotation.angle.yaw)/90,s=e.box[1]+e.box[3]/2+e.box[2]*be(e.rotation.angle.pitch)/90,A=new Path2D(`
|
|
M ${e.box[0]+e.box[2]/2} ${e.box[1]}
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|
C
|
|
${o} ${e.box[1]},
|
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${o} ${e.box[1]+e.box[3]},
|
|
${e.box[0]+e.box[2]/2} ${e.box[1]+e.box[3]}
|
|
`),a=new Path2D(`
|
|
M ${e.box[0]} ${e.box[1]+e.box[3]/2}
|
|
C
|
|
${e.box[0]} ${s},
|
|
${e.box[0]+e.box[2]} ${s},
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|
${e.box[0]+e.box[2]} ${e.box[1]+e.box[3]/2}
|
|
`);t.stroke(a),t.stroke(A)}}function Wr(e,t){var n;if(G.drawGaze&&((n=e.rotation)!=null&&n.gaze.strength)&&e.rotation.gaze.bearing&&e.annotations.leftEyeIris&&e.annotations.rightEyeIris&&e.annotations.leftEyeIris[0]&&e.annotations.rightEyeIris[0]){t.strokeStyle="pink",t.fillStyle="pink";let o=[e.annotations.leftEyeIris[0][0]+Math.sin(e.rotation.gaze.bearing)*e.rotation.gaze.strength*e.box[3],e.annotations.leftEyeIris[0][1]+Math.cos(e.rotation.gaze.bearing)*e.rotation.gaze.strength*e.box[2]];yt(t,[e.annotations.leftEyeIris[0][0],e.annotations.leftEyeIris[0][1]],[o[0],o[1]],4);let s=[e.annotations.rightEyeIris[0][0]+Math.sin(e.rotation.gaze.bearing)*e.rotation.gaze.strength*e.box[3],e.annotations.rightEyeIris[0][1]+Math.cos(e.rotation.gaze.bearing)*e.rotation.gaze.strength*e.box[2]];yt(t,[e.annotations.rightEyeIris[0][0],e.annotations.rightEyeIris[0][1]],[s[0],s[1]],4)}}function Dr(e,t){if(G.drawPolygons&&e.mesh.length>=468){t.lineWidth=1;for(let n=0;n<ve.length/3;n++){let o=[ve[n*3+0],ve[n*3+1],ve[n*3+2]].map(s=>e.mesh[s]);xt(t,o,G)}Or(e,t)}}function Fr(e,t){if(G.drawPoints&&e.mesh.length>=468)for(let n=0;n<e.mesh.length;n++)K0(t,e.mesh[n][0],e.mesh[n][1],e.mesh[n][2],G),G.drawAttention&&(t2.includes(n)&&K0(t,e.mesh[n][0],e.mesh[n][1],e.mesh[n][2]+127,G),Re.includes(n)&&K0(t,e.mesh[n][0],e.mesh[n][1],e.mesh[n][2]-127,G),Me.includes(n)&&K0(t,e.mesh[n][0],e.mesh[n][1],e.mesh[n][2]-127,G))}function Br(e,t){G.drawBoxes&&X0(t,e.box[0],e.box[1],e.box[2],e.box[3],G)}function h2(e,t,n){if(G=Q(e0,n),!t||!e)return;let o=S0(e);if(o){o.font=G.font,o.strokeStyle=G.color,o.fillStyle=G.color;for(let s of t)Br(s,o),Lr(s,o),s.mesh&&s.mesh.length>0&&(Fr(s,o),Dr(s,o),Cr(s,o),Wr(s,o))}}function b2(e,t,n){var A,a;let o=Q(e0,n);if(!t||!e)return;let s=S0(e);if(s){s.lineJoin="round";for(let i=0;i<t.length;i++){if(s.strokeStyle=o.color,s.fillStyle=o.color,s.lineWidth=o.lineWidth,s.font=o.font,o.drawBoxes&&t[i].box&&t[i].box.length===4&&(X0(s,t[i].box[0],t[i].box[1],t[i].box[2],t[i].box[3],o),o.drawLabels&&((A=o.bodyLabels)==null?void 0:A.length)>0)){let c=o.bodyLabels.slice();c=V(c,"[score]",100*t[i].score),O0(s,c,t[i].box[0],t[i].box[1],o)}if(o.drawPoints&&t[i].keypoints)for(let c=0;c<t[i].keypoints.length;c++)!t[i].keypoints[c].score||t[i].keypoints[c].score===0||(s.fillStyle=ge(t[i].keypoints[c].position[2],o),K0(s,t[i].keypoints[c].position[0],t[i].keypoints[c].position[1],0,o));if(o.drawLabels&&((a=o.bodyPartLabels)==null?void 0:a.length)>0&&t[i].keypoints){s.font=o.font;for(let c of t[i].keypoints){if(!c.score||c.score===0)continue;let d=o.bodyPartLabels.slice();d=V(d,"[label]",c.part),d=V(d,"[score]",100*c.score),O0(s,d,c.position[0],c.position[1],o)}}if(o.drawPolygons&&t[i].keypoints&&t[i].annotations)for(let c of Object.values(t[i].annotations))for(let d of c)o1(s,d,o)}}}function g2(e,t,n){var A,a;let o=Q(e0,n);if(!t||!e)return;let s=S0(e);if(s){s.lineJoin="round",s.font=o.font;for(let i of t){if(o.drawBoxes){if(s.strokeStyle=o.color,s.fillStyle=o.color,X0(s,i.box[0],i.box[1],i.box[2],i.box[3],o),o.drawLabels&&((A=o.handLabels)==null?void 0:A.length)>0){let c=o.handLabels.slice();c=V(c,"[label]",i.label),c=V(c,"[score]",100*i.score),O0(s,c,i.box[0],i.box[1],o)}s.stroke()}if(o.drawPoints&&i.keypoints&&i.keypoints.length>0)for(let c of i.keypoints)s.fillStyle=ge(c[2],o),K0(s,c[0],c[1],0,o);if(o.drawLabels&&i.annotations&&((a=o.fingerLabels)==null?void 0:a.length)>0)for(let[c,d]of Object.entries(i.annotations)){let y=o.fingerLabels.slice();y=V(y,"[label]",c),O0(s,y,d[d.length-1][0],d[d.length-1][1],o)}if(o.drawPolygons&&i.annotations){let c=d=>{if(!(!d||d.length===0||!d[0]))for(let y=0;y<d.length;y++){s.beginPath();let l=d[y][2]||0;s.strokeStyle=ge(y*l,o),s.moveTo(d[y>0?y-1:0][0],d[y>0?y-1:0][1]),s.lineTo(d[y][0],d[y][1]),s.stroke()}};s.lineWidth=o.lineWidth,c(i.annotations.index),c(i.annotations.middle),c(i.annotations.ring),c(i.annotations.pinky),c(i.annotations.thumb)}}}}function T2(e,t,n){var A;let o=Q(e0,n);if(!t||!e)return;let s=S0(e);if(s){s.lineJoin="round",s.font=o.font;for(let a of t)if(o.drawBoxes){if(s.strokeStyle=o.color,s.fillStyle=o.color,X0(s,a.box[0],a.box[1],a.box[2],a.box[3],o),o.drawLabels&&((A=o.objectLabels)==null?void 0:A.length)>0){let i=o.objectLabels.slice();i=V(i,"[label]",a.label),i=V(i,"[score]",100*a.score),O0(s,i,a.box[0],a.box[1],o)}s.stroke()}}}function v2(e,t,n){var s;let o=Q(e0,n);if(!(!t||!e)&&o.drawGestures&&((s=o.gestureLabels)==null?void 0:s.length)>0){let A=S0(e);if(!A)return;A.font=o.font,A.fillStyle=o.color;let a=1;for(let i=0;i<t.length;i++){let[c,d]=Object.entries(t[i]);if(d.length>1&&d[1].length>0){let y=c[1]>0?`#${c[1]}`:"",l=o.gestureLabels.slice();l=V(l,"[where]",c[0]),l=V(l,"[who]",y),l=V(l,"[what]",d[1]),O0(A,l,8,2+a*o.lineHeight,o),a+=1}}}}var Ae={face:`face
|
|
confidence: [score]%
|
|
[gender] [genderScore]%
|
|
age: [age] years
|
|
distance: [distance]cm
|
|
real: [real]%
|
|
live: [live]%
|
|
[emotions]
|
|
roll: [roll]\xB0 yaw:[yaw]\xB0 pitch:[pitch]\xB0
|
|
gaze: [gaze]\xB0`,body:"body [score]%",bodyPart:"[label] [score]%",object:"[label] [score]%",hand:"[label] [score]%",finger:"[label]",gesture:"[where] [who]: [what]"};var ut=0;function Hr(e,t,n){let o=Q(e0,n);if(!t||!e)return;let s=S0(e);if(s){s.lineJoin="round",s.font=o.font;for(let A=0;A<t.length;A++)if(o.drawBoxes){if(s.strokeStyle=o.color,s.fillStyle=o.color,X0(s,t[A].box[0],t[A].box[1],t[A].box[2],t[A].box[3],o),o.drawLabels){let a=`person #${A}`;o.shadowColor&&o.shadowColor!==""&&(s.fillStyle=o.shadowColor,s.fillText(a,t[A].box[0]+3,1+t[A].box[1]+o.lineHeight,t[A].box[2])),s.fillStyle=o.labelColor,s.fillText(a,t[A].box[0]+2,0+t[A].box[1]+o.lineHeight,t[A].box[2])}s.stroke()}}}function Gr(e,t){if(!e||!t)return;let n=S0(t);n&&n.drawImage(e,0,0)}async function Vr(e,t,n){if(!(t!=null&&t.performance)||!e)return null;let o=T(),s=Q(e0,n),A=Promise.all([h2(e,t.face,s),b2(e,t.body,s),g2(e,t.hand,s),T2(e,t.object,s),v2(e,t.gesture,s)]);return ut=M.perfadd?ut+Math.round(T()-o):Math.round(T()-o),t.performance.draw=ut,A}function ht(){e0.faceLabels=Ae.face,e0.bodyLabels=Ae.body,e0.bodyPartLabels=Ae.bodyPart,e0.handLabels=Ae.hand,e0.fingerLabels=Ae.finger,e0.objectLabels=Ae.object,e0.gestureLabels=Ae.gesture}var R2={};oe(R2,{connected:()=>Tt,kpt:()=>gt});var gt=["nose","leftEyeInside","leftEye","leftEyeOutside","rightEyeInside","rightEye","rightEyeOutside","leftEar","rightEar","leftMouth","rightMouth","leftShoulder","rightShoulder","leftElbow","rightElbow","leftWrist","rightWrist","leftPinky","rightPinky","leftIndex","rightIndex","leftThumb","rightThumb","leftHip","rightHip","leftKnee","rightKnee","leftAnkle","rightAnkle","leftHeel","rightHeel","leftFoot","rightFoot","bodyCenter","bodyTop","leftPalm","leftHand","rightPalm","rightHand"],Tt={shoulders:["leftShoulder","rightShoulder"],hips:["rightHip","leftHip"],mouth:["leftMouth","rightMouth"],leftLegUpper:["leftHip","leftKnee"],leftLegLower:["leftKnee","leftAnkle"],leftFoot:["leftAnkle","leftHeel","leftFoot"],leftTorso:["leftShoulder","leftHip"],leftArmUpper:["leftShoulder","leftElbow"],leftArmLower:["leftElbow","leftWrist"],leftHand:["leftWrist","leftPalm"],leftHandPinky:["leftPalm","leftPinky"],leftHandIndex:["leftPalm","leftIndex"],leftHandThumb:["leftPalm","leftThumb"],leftEyeOutline:["leftEyeInside","leftEyeOutside"],rightLegUpper:["rightHip","rightKnee"],rightLegLower:["rightKnee","rightAnkle"],rightFoot:["rightAnkle","rightHeel","rightFoot"],rightTorso:["rightShoulder","rightHip"],rightArmUpper:["rightShoulder","rightElbow"],rightArmLower:["rightElbow","rightWrist"],rightHand:["rightWrist","rightPalm"],rightHandPinky:["rightPalm","rightPinky"],rightHandIndex:["rightPalm","rightIndex"],rightHandThumb:["rightPalm","rightThumb"],rightEyeOutline:["rightEyeInside","rightEyeOutside"]};var 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r.stack([i,c,d,y],1)})}async function Ur(e,t,n,o){var d,y;let s=[],A={};A.boxes=qr(e,A1),A.scores=r.sigmoid(t),A.nms=await r.image.nonMaxSuppressionAsync(A.boxes,A.scores,1,((d=n.body.detector)==null?void 0:d.minConfidence)||.1,((y=n.body.detector)==null?void 0:y.iouThreshold)||.1);let a=await A.nms.data(),i=await A.scores.data(),c=await A.boxes.array();for(let l of Array.from(a)){let f=i[l],x=c[l],u=[Math.round(x[0]*o[0]),Math.round(x[1]*o[1]),Math.round(x[2]*o[0]),Math.round(x[3]*o[1])],m={score:f,boxRaw:x,box:u};s.push(m)}return Object.keys(A).forEach(l=>r.dispose(A[l])),s}async function i1(e,t,n){let o={};o.res=j0==null?void 0:j0.execute(e,["Identity"]),o.logitsRaw=r.slice(o.res,[0,0,0],[1,-1,1]),o.boxesRaw=r.slice(o.res,[0,0,1],[1,-1,-1]),o.logits=r.squeeze(o.logitsRaw),o.boxes=r.squeeze(o.boxesRaw);let s=await Ur(o.boxes,o.logits,t,n);return Object.keys(o).forEach(A=>r.dispose(o[A])),s}function J0(e,t=[1,1]){let 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t=e===192?{strides:[4],anchors:[1]}:{strides:[e/16,e/8],anchors:[2,6]},n=[];for(let o=0;o<t.strides.length;o++){let s=t.strides[o],A=Math.floor((e+s-1)/s),a=Math.floor((e+s-1)/s),i=t.anchors[o];for(let c=0;c<A;c++){let d=s*(c+.5);for(let y=0;y<a;y++){let l=s*(y+.5);for(let f=0;f<i;f++)n.push([l,d])}}}return n}function E1(e,t,n,o,s){let A=We(t),a=e.map(x=>[A[0]/s*(x[0]-s/2),A[1]/s*(x[1]-s/2),x[2]||0]),i=n&&n!==0&&Math.abs(n)>.2,c=i?k1(n,[0,0]):Nt,d=i?a.map(x=>[...rs(x,c),x[2]]):a,y=i?os(o):Nt,l=z2(t),f=[we(l,y[0]),we(l,y[1])];return d.map(x=>[Math.trunc(x[0]+f[0]),Math.trunc(x[1]+f[1]),Math.trunc(x[2]||0)])}function z1(e,t,n,o){let s=t.landmarks.length>=ft.count?ft.symmetryLine:Te.symmetryLine,A=0,a=Nt,i;if(e&&M.kernels.includes("rotatewithoffset"))if(A=ts(t.landmarks[s[0]],t.landmarks[s[1]]),A&&A!==0&&Math.abs(A)>.2){let d=z2(t),y=[d[0]/n.shape[2],d[1]/n.shape[1]],l=r.image.rotateWithOffset(n,A,0,[y[0],y[1]]);a=k1(-A,d),i=It(t,l,[o,o]),r.dispose(l)}else i=It(t,n,[o,o]);else i=It(t,n,[o,o]);return[A,a,i]}var ss=e=>{let t=e.map(o=>o[0]),n=e.map(o=>o[1]);return[Math.min(...t)+(Math.max(...t)-Math.min(...t))/2,Math.min(...n)+(Math.max(...n)-Math.min(...n))/2]},S1=(e,t)=>{let n=ss(e),o=We(t);return{startPoint:[n[0]-o[0]/2,n[1]-o[1]/2],endPoint:[n[0]+o[0]/2,n[1]+o[1]/2]}};var j1=6,As=1.4,B0,Ot=null,ie=0,De=null,Fe=()=>ie;async function I1(e){var t;return M.initial&&(B0=null),B0?e.debug&&h("cached model:",B0.modelUrl):B0=await L((t=e.face.detector)==null?void 0:t.modelPath),ie=B0.executor&&B0.inputs[0].shape?B0.inputs[0].shape[2]:256,De=r.scalar(ie,"int32"),Ot=r.tensor2d(w1(ie)),B0}function as(e){if(!Ot||!De)return r.zeros([0,0]);let t={};t.boxStarts=r.slice(e,[0,1],[-1,2]),t.centers=r.add(t.boxStarts,Ot),t.boxSizes=r.slice(e,[0,3],[-1,2]),t.boxSizesNormalized=r.div(t.boxSizes,De),t.centersNormalized=r.div(t.centers,De),t.halfBoxSize=r.div(t.boxSizesNormalized,O.tf2),t.starts=r.sub(t.centersNormalized,t.halfBoxSize),t.ends=r.add(t.centersNormalized,t.halfBoxSize),t.startNormalized=r.mul(t.starts,De),t.endNormalized=r.mul(t.ends,De);let n=r.concat2d([t.startNormalized,t.endNormalized],1);return Object.keys(t).forEach(o=>r.dispose(t[o])),n}async function N1(e,t){var i,c,d,y;if(!e||e.isDisposedInternal||e.shape.length!==4||e.shape[1]<1||e.shape[2]<1)return[];let n={};n.resized=r.image.resizeBilinear(e,[ie,ie]),n.div=r.div(n.resized,O.tf127),n.normalized=r.sub(n.div,O.tf05);let o=B0==null?void 0:B0.execute(n.normalized);if(Array.isArray(o)&&o.length>2){let l=o.sort((f,x)=>f.size-x.size);n.concat384=r.concat([l[0],l[2]],2),n.concat512=r.concat([l[1],l[3]],2),n.concat=r.concat([n.concat512,n.concat384],1),n.batch=r.squeeze(n.concat,[0])}else Array.isArray(o)?n.batch=r.squeeze(o[0]):n.batch=r.squeeze(o);r.dispose(o),n.boxes=as(n.batch),n.logits=r.slice(n.batch,[0,0],[-1,1]),n.sigmoid=r.sigmoid(n.logits),n.scores=r.squeeze(n.sigmoid),n.nms=await r.image.nonMaxSuppressionAsync(n.boxes,n.scores,((i=t.face.detector)==null?void 0:i.maxDetected)||0,((c=t.face.detector)==null?void 0:c.iouThreshold)||0,((d=t.face.detector)==null?void 0:d.minConfidence)||0);let s=await n.nms.array(),A=[],a=await n.scores.data();for(let l=0;l<s.length;l++){let f=a[s[l]];if(f>(((y=t.face.detector)==null?void 0:y.minConfidence)||0)){let x={};x.bbox=r.slice(n.boxes,[s[l],0],[1,-1]),x.slice=r.slice(n.batch,[s[l],j1-1],[1,-1]),x.squeeze=r.squeeze(x.slice),x.landmarks=r.reshape(x.squeeze,[j1,-1]);let u=await x.bbox.data(),m={startPoint:[u[0],u[1]],endPoint:[u[2],u[3]],landmarks:await x.landmarks.array(),confidence:f},g=M1(m,[(e.shape[2]||0)/ie,(e.shape[1]||0)/ie]),P=I2(g,t.face.scale||As),v=N2(P);A.push(v),Object.keys(x).forEach(p=>r.dispose(x[p]))}}return Object.keys(n).forEach(l=>r.dispose(n[l])),A}var R0,le=0,is=2.3,Ct=C0.leftEyeLower0,Wt=C0.rightEyeLower0,Be={leftBounds:[Ct[0],Ct[Ct.length-1]],rightBounds:[Wt[0],Wt[Wt.length-1]]},He={upperCenter:3,lowerCenter:4,index:71,numCoordinates:76};async function D1(e){var t,n;return M.initial&&(R0=null),R0?e.debug&&h("cached model:",R0.modelUrl):R0=await L((t=e.face.iris)==null?void 0:t.modelPath),le=R0!=null&&R0.executor&&((n=R0.inputs)!=null&&n[0].shape)?R0.inputs[0].shape[2]:0,le===-1&&(le=64),R0}function L2(e,t,n,o){for(let s=0;s<mt.length;s++){let{key:A,indices:a}=mt[s],i=C0[`${n}${A}`];if(!o||o.includes(A))for(let c=0;c<a.length;c++){let d=a[c];e[i[c]]=[t[d][0],t[d][1],(t[d][2]+e[i[c]][2])/2]}}}var ls=e=>{let t=e[Be.leftBounds[0]][2],n=e[Be.rightBounds[0]][2];return t-n},O1=(e,t,n,o,s,A=!1)=>{let a=N2(I2(P1([e[n],e[o]]),is)),i=We(a),c=r.image.cropAndResize(t,[[a.startPoint[1]/s,a.startPoint[0]/s,a.endPoint[1]/s,a.endPoint[0]/s]],[0],[le,le]);if(A&&M.kernels.includes("flipleftright")){let d=r.image.flipLeftRight(c);r.dispose(c),c=d}return{box:a,boxSize:i,crop:c}},C1=(e,t,n,o=!1)=>{let s=[];for(let A=0;A<He.numCoordinates;A++){let a=e[A*3],i=e[A*3+1],c=e[A*3+2];s.push([(o?1-a/le:a/le)*n[0]+t.startPoint[0],i/le*n[1]+t.startPoint[1],c])}return{rawCoords:s,iris:s.slice(He.index)}},W1=(e,t,n)=>{let o=e[C0[`${n}EyeUpper0`][He.upperCenter]][2],s=e[C0[`${n}EyeLower0`][He.lowerCenter]][2],A=(o+s)/2;return t.map((a,i)=>{let c=A;return i===2?c=o:i===4&&(c=s),[a[0],a[1],c]})};async function F1(e,t,n){if(!(R0!=null&&R0.executor))return e;let{box:o,boxSize:s,crop:A}=O1(e,t,Be.leftBounds[0],Be.leftBounds[1],n,!0),{box:a,boxSize:i,crop:c}=O1(e,t,Be.rightBounds[0],Be.rightBounds[1],n,!0),d=r.concat([A,c]);r.dispose(A),r.dispose(c);let y=R0.execute(d);r.dispose(d);let l=await y.data();r.dispose(y);let f=l.slice(0,He.numCoordinates*3),{rawCoords:x,iris:u}=C1(f,o,s,!0),m=l.slice(He.numCoordinates*3),{rawCoords:g,iris:P}=C1(m,a,i,!1),v=ls(e);Math.abs(v)<30?(L2(e,x,"left",null),L2(e,g,"right",null)):v<1?L2(e,x,"left",["EyeUpper0","EyeLower0"]):L2(e,g,"right",["EyeUpper0","EyeLower0"]);let p=W1(e,u,"left"),b=W1(e,P,"right");return e.concat(p).concat(b)}async function H1(e,t){var A,a,i,c,d,y,l,f,x,u;let n={lips:await((a=(A=t.filter(m=>m.size===160))==null?void 0:A[0])==null?void 0:a.data()),irisL:await((c=(i=t.filter(m=>m.size===10))==null?void 0:i[0])==null?void 0:c.data()),eyeL:await((y=(d=t.filter(m=>m.size===142))==null?void 0:d[0])==null?void 0:y.data()),irisR:await((f=(l=t.filter(m=>m.size===10))==null?void 0:l[1])==null?void 0:f.data()),eyeR:await((u=(x=t.filter(m=>m.size===142))==null?void 0:x[1])==null?void 0:u.data())};for(let m of Object.values(n))if(!m)return e;let o=Re.reduce((m,g)=>m+=e[g][2],0)/Re.length;for(let m=0;m<n.irisL.length/2;m++)e.push([n.irisL[2*m+0],n.irisL[2*m+1],o]);let s=Me.reduce((m,g)=>m+=e[g][2],0)/Me.length;for(let m=0;m<n.irisR.length/2;m++)e.push([n.irisR[2*m+0],n.irisR[2*m+1],s]);for(let m=0;m<n.eyeL.length/2;m++)e[Re[m]]=[n.eyeL[2*m+0],n.eyeL[2*m+1],e[Re[m]][2]];for(let m=0;m<n.eyeR.length/2;m++)e[Me[m]]=[n.eyeR[2*m+0],n.eyeR[2*m+1],e[Me[m]][2]];for(let m=0;m<n.lips.length/2;m++)e[t2[m]]=[n.lips[2*m+0],n.lips[2*m+1],e[t2[m]][2]];return e}var q0={boxes:[],skipped:Number.MAX_SAFE_INTEGER,timestamp:0},K=null,n2=0;async function G1(e,t){var c,d,y,l,f,x,u,m,g,P;let n=(((c=t.face.detector)==null?void 0:c.skipTime)||0)>T()-q0.timestamp,o=q0.skipped<(((d=t.face.detector)==null?void 0:d.skipFrames)||0);!t.skipAllowed||!n||!o||q0.boxes.length===0?(q0.boxes=await N1(e,t),q0.timestamp=T(),q0.skipped=0):q0.skipped++;let s=[],A=[],a=0,i=n2;for(let v=0;v<q0.boxes.length;v++){let p=q0.boxes[v],b=0,j,k={id:a++,mesh:[],meshRaw:[],box:[0,0,0,0],boxRaw:[0,0,0,0],score:0,boxScore:0,faceScore:0,annotations:{}};if([b,j,k.tensor]=z1((y=t.face.detector)==null?void 0:y.rotation,p,e,(l=t.face.mesh)!=null&&l.enabled?n2:Fe()),t.filter.equalization){let N=k.tensor?await c2(k.tensor):void 0;r.dispose(k.tensor),N&&(k.tensor=N)}if(k.boxScore=Math.round(100*p.confidence)/100,!((f=t.face.mesh)!=null&&f.enabled)||!(K!=null&&K.executor)){k.box=S2(p,e),k.boxRaw=j2(p,e),k.score=k.boxScore,k.mesh=p.landmarks.map(N=>[(p.startPoint[0]+p.endPoint[0])/2+(p.endPoint[0]+p.startPoint[0])*N[0]/Fe(),(p.startPoint[1]+p.endPoint[1])/2+(p.endPoint[1]+p.startPoint[1])*N[1]/Fe()]),k.meshRaw=k.mesh.map(N=>[N[0]/(e.shape[2]||0),N[1]/(e.shape[1]||0),(N[2]||0)/i]);for(let N of Object.keys(Te))k.annotations[N]=[k.mesh[Te[N]]]}else if(!K)t.debug&&h("face mesh detection requested, but model is not loaded");else{if((x=t.face.attention)!=null&&x.enabled&&!M.kernels.includes("atan2"))return t.face.attention.enabled=!1,r.dispose(k.tensor),s;let N=K.execute(k.tensor),q=await N.find(W=>W.shape[W.shape.length-1]===1).data();if(k.faceScore=Math.round(100*q[0])/100,k.faceScore<(((u=t.face.detector)==null?void 0:u.minConfidence)||1)){if(p.confidence=k.faceScore,t.face.mesh.keepInvalid){k.box=S2(p,e),k.boxRaw=j2(p,e),k.score=k.boxScore,k.mesh=p.landmarks.map(W=>[(p.startPoint[0]+p.endPoint[0])/2+(p.endPoint[0]+p.startPoint[0])*W[0]/Fe(),(p.startPoint[1]+p.endPoint[1])/2+(p.endPoint[1]+p.startPoint[1])*W[1]/Fe()]),k.meshRaw=k.mesh.map(W=>[W[0]/(e.shape[2]||1),W[1]/(e.shape[1]||1),(W[2]||0)/i]);for(let W of Object.keys(Te))k.annotations[W]=[k.mesh[Te[W]]]}}else{let W=N.find(D=>D.shape[D.shape.length-1]===1404),Z=r.reshape(W,[-1,3]),J=await Z.array();r.dispose(Z),(m=t.face.attention)!=null&&m.enabled?J=await H1(J,N):(g=t.face.iris)!=null&&g.enabled&&(J=await F1(J,k.tensor,n2)),k.mesh=E1(J,p,b,j,n2),k.meshRaw=k.mesh.map(D=>[D[0]/(e.shape[2]||0),D[1]/(e.shape[1]||0),(D[2]||0)/i]);for(let D of Object.keys(C0))k.annotations[D]=C0[D].map(U=>k.mesh[U]);k.score=k.faceScore;let R={...S1(k.mesh,p),confidence:p.confidence,landmarks:p.landmarks};k.box=S2(R,e),k.boxRaw=j2(R,e),A.push(R)}r.dispose(N)}k.score>(((P=t.face.detector)==null?void 0:P.minConfidence)||1)?s.push(k):r.dispose(k.tensor)}return q0.boxes=A,s}async function V1(e){var t,n,o,s,A,a;return M.initial&&(K=null),(t=e.face.attention)!=null&&t.enabled&&(K!=null&&K.signature)&&Object.keys(((n=K==null?void 0:K.signature)==null?void 0:n.outputs)||{}).length<6&&(K=null),K?e.debug&&h("cached model:",K.modelUrl):(o=e.face.attention)!=null&&o.enabled?K=await L(e.face.attention.modelPath):K=await L((s=e.face.mesh)==null?void 0:s.modelPath),n2=K.executor&&((A=K==null?void 0:K.inputs)!=null&&A[0].shape)?(a=K==null?void 0:K.inputs)==null?void 0:a[0].shape[2]:256,K}var Z1=ve,X1=e2;var ds=["angry","disgust","fear","happy","sad","surprise","neutral"],I0,O2=[],q1=0,U1=0,Ft=Number.MAX_SAFE_INTEGER;async function Y1(e){var t;return M.initial&&(I0=null),I0?e.debug&&h("cached model:",I0.modelUrl):I0=await L((t=e.face.emotion)==null?void 0:t.modelPath),I0}async function Bt(e,t,n,o){var a,i;if(!I0)return[];let s=Ft<(((a=t.face.emotion)==null?void 0:a.skipFrames)||0),A=(((i=t.face.emotion)==null?void 0:i.skipTime)||0)>T()-U1;return t.skipAllowed&&A&&s&&q1===o&&O2[n]&&O2[n].length>0?(Ft++,O2[n]):(Ft=0,new Promise(async c=>{var y;let d=[];if((y=t.face.emotion)!=null&&y.enabled){let l={},f=I0!=null&&I0.inputs[0].shape?I0.inputs[0].shape[2]:0;l.resize=r.image.resizeBilinear(e,[f,f],!1),l.channels=r.mul(l.resize,O.rgb),l.grayscale=r.sum(l.channels,3,!0),l.grayscaleSub=r.sub(l.grayscale,O.tf05),l.grayscaleMul=r.mul(l.grayscaleSub,O.tf2),l.emotion=I0==null?void 0:I0.execute(l.grayscaleMul),U1=T();let x=await l.emotion.data();for(let u=0;u<x.length;u++)x[u]>(t.face.emotion.minConfidence||0)&&d.push({score:Math.min(.99,Math.trunc(100*x[u])/100),emotion:ds[u]});d.sort((u,m)=>m.score-u.score),Object.keys(l).forEach(u=>r.dispose(l[u]))}O2[n]=d,q1=o,c(d)}))}var f0,ce=[],J1=0,Q1=0,Ht=Number.MAX_SAFE_INTEGER;async function _1(e){var t;return M.initial&&(f0=null),f0?e.debug&&h("cached model:",f0.modelUrl):f0=await L((t=e.face.description)==null?void 0:t.modelPath),f0}function xs(e){let t=e.image||e.tensor||e;if(!(f0!=null&&f0.inputs[0].shape))return t;let n=r.image.resizeBilinear(t,[f0.inputs[0].shape[2],f0.inputs[0].shape[1]],!1),o=r.mul(n,O.tf255);return r.dispose(n),o}async function Gt(e,t,n,o){var i,c,d,y;let s={age:0,gender:"unknown",genderScore:0,descriptor:[]};if(!(f0!=null&&f0.executor))return s;let A=Ht<(((i=t.face.description)==null?void 0:i.skipFrames)||0),a=(((c=t.face.description)==null?void 0:c.skipTime)||0)>T()-J1;return t.skipAllowed&&A&&a&&Q1===o&&((d=ce==null?void 0:ce[n])==null?void 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H2(e){return[Math.abs(e.endPoint[0]-e.startPoint[0]),Math.abs(e.endPoint[1]-e.startPoint[1])]}function o2(e){return[e.startPoint[0]+(e.endPoint[0]-e.startPoint[0])/2,e.startPoint[1]+(e.endPoint[1]-e.startPoint[1])/2]}function U3(e,t,n){let o=t.shape[1],s=t.shape[2],A=[[e.startPoint[1]/o,e.startPoint[0]/s,e.endPoint[1]/o,e.endPoint[0]/s]];return r.image.cropAndResize(t,A,[0],n)}function Y3(e,t){let n=[e.startPoint[0]*t[0],e.startPoint[1]*t[1]],o=[e.endPoint[0]*t[0],e.endPoint[1]*t[1]],s=e.palmLandmarks.map(A=>[A[0]*t[0],A[1]*t[1]]);return{startPoint:n,endPoint:o,palmLandmarks:s,confidence:e.confidence}}function G2(e,t=1.5){let n=o2(e),o=H2(e),s=[t*o[0]/2,t*o[1]/2],A=[n[0]-s[0],n[1]-s[1]],a=[n[0]+s[0],n[1]+s[1]];return{startPoint:A,endPoint:a,palmLandmarks:e.palmLandmarks}}function V2(e){let t=o2(e),n=H2(e),s=Math.max(...n)/2,A=[t[0]-s,t[1]-s],a=[t[0]+s,t[1]+s];return{startPoint:A,endPoint:a,palmLandmarks:e.palmLandmarks}}function ws(e){return e-2*Math.PI*Math.floor((e+Math.PI)/(2*Math.PI))}function K3(e,t){let n=Math.PI/2-Math.atan2(-(t[1]-e[1]),t[0]-e[0]);return ws(n)}var X3=(e,t)=>[[1,0,e],[0,1,t],[0,0,1]];function pe(e,t){let n=0;for(let o=0;o<e.length;o++)n+=e[o]*t[o];return n}function Es(e,t){let n=[];for(let o=0;o<e.length;o++)n.push(e[o][t]);return n}function q3(e,t){let n=[],o=e.length;for(let s=0;s<o;s++){n.push([]);for(let A=0;A<o;A++)n[s].push(pe(e[s],Es(t,A)))}return n}function l5(e,t){let n=Math.cos(e),o=Math.sin(e),s=[[n,-o,0],[o,n,0],[0,0,1]],A=X3(t[0],t[1]),a=q3(A,s),i=X3(-t[0],-t[1]);return q3(a,i)}function J3(e){let t=[[e[0][0],e[1][0]],[e[0][1],e[1][1]]],n=[e[0][2],e[1][2]],o=[-pe(t[0],n),-pe(t[1],n)];return[t[0].concat(o[0]),t[1].concat(o[1]),[0,0,1]]}function c5(e,t){return[pe(e,t[0]),pe(e,t[1])]}var 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o=r.concat2d([n.startPoints,n.endPoints],1);return Object.keys(n).forEach(s=>r.dispose(n[s])),o}normalizeLandmarks(t,n){let o={};o.reshape=r.reshape(t,[-1,7,2]),o.div=r.div(o.reshape,this.inputSizeTensor),o.landmarks=r.add(o.div,this.anchors[n]?this.anchors[n]:0);let s=r.mul(o.landmarks,this.inputSizeTensor);return Object.keys(o).forEach(A=>r.dispose(o[A])),s}async predict(t,n){var i;let o={};o.resize=r.image.resizeBilinear(t,[this.inputSize,this.inputSize]),o.div=r.div(o.resize,O.tf127),o.image=r.sub(o.div,O.tf1),o.batched=this.model.execute(o.image),o.predictions=r.squeeze(o.batched),o.slice=r.slice(o.predictions,[0,0],[-1,1]),o.sigmoid=r.sigmoid(o.slice),o.scores=r.squeeze(o.sigmoid);let s=await o.scores.data();o.boxes=r.slice(o.predictions,[0,1],[-1,4]),o.norm=this.normalizeBoxes(o.boxes),o.nms=await r.image.nonMaxSuppressionAsync(o.norm,o.scores,3*(((i=n.hand)==null?void 0:i.maxDetected)||1),n.hand.iouThreshold,n.hand.minConfidence);let A=await o.nms.array(),a=[];for(let c of A){let d={};d.box=r.slice(o.norm,[c,0],[1,-1]),d.slice=r.slice(o.predictions,[c,5],[1,14]),d.norm=this.normalizeLandmarks(d.slice,c),d.palmLandmarks=r.reshape(d.norm,[-1,2]);let y=await d.box.data(),l=y.slice(0,2),f=y.slice(2,4),x=await d.palmLandmarks.array(),u={startPoint:l,endPoint:f,palmLandmarks:x,confidence:s[c]},m=Y3(u,[(t.shape[2]||1)/this.inputSize,(t.shape[1]||0)/this.inputSize]);a.push(m),Object.keys(d).forEach(g=>r.dispose(d[g]))}return Object.keys(o).forEach(c=>r.dispose(o[c])),a}};var js=5,$3=1.65,en=[0,5,9,13,17,1,2],Is=0,Ns=2,tn=0,X2=class{constructor(t,n){E(this,"handDetector");E(this,"handPoseModel");E(this,"inputSize");E(this,"storedBoxes");E(this,"skipped");E(this,"detectedHands");var o,s,A;this.handDetector=t,this.handPoseModel=n,this.inputSize=((A=(s=(o=this.handPoseModel)==null?void 0:o.inputs)==null?void 0:s[0].shape)==null?void 0:A[2])||0,this.storedBoxes=[],this.skipped=Number.MAX_SAFE_INTEGER,this.detectedHands=0}calculateLandmarksBoundingBox(t){let n=t.map(a=>a[0]),o=t.map(a=>a[1]),s=[Math.min(...n),Math.min(...o)],A=[Math.max(...n),Math.max(...o)];return{startPoint:s,endPoint:A}}getBoxForPalmLandmarks(t,n){let o=t.map(A=>c5([...A,1],n)),s=this.calculateLandmarksBoundingBox(o);return G2(V2(s),js)}getBoxForHandLandmarks(t){let n=this.calculateLandmarksBoundingBox(t),o=G2(V2(n),$3);o.palmLandmarks=[];for(let s=0;s<en.length;s++)o.palmLandmarks.push(t[en[s]].slice(0,2));return o}transformRawCoords(t,n,o,s){let A=H2(n),a=[A[0]/this.inputSize,A[1]/this.inputSize,(A[0]+A[1])/this.inputSize/2],i=t.map(x=>[a[0]*(x[0]-this.inputSize/2),a[1]*(x[1]-this.inputSize/2),a[2]*x[2]]),c=l5(o,[0,0]),d=i.map(x=>[...c5(x,c),x[2]]),y=J3(s),l=[...o2(n),1],f=[pe(l,y[0]),pe(l,y[1])];return d.map(x=>[Math.trunc(x[0]+f[0]),Math.trunc(x[1]+f[1]),Math.trunc(x[2])])}async estimateHands(t,n){let o=!1,s,A=(n.hand.skipTime||0)>T()-tn,a=this.skipped<(n.hand.skipFrames||0);n.skipAllowed&&A&&a&&(s=await this.handDetector.predict(t,n),this.skipped=0),n.skipAllowed&&this.skipped++,s&&s.length>0&&(s.length!==this.detectedHands&&this.detectedHands!==n.hand.maxDetected||!n.hand.landmarks)&&(this.detectedHands=0,this.storedBoxes=[...s],this.storedBoxes.length>0&&(o=!0));let i=[];for(let c=0;c<this.storedBoxes.length;c++){let d=this.storedBoxes[c];if(d)if(n.hand.landmarks){let y=n.hand.rotation?K3(d.palmLandmarks[Is],d.palmLandmarks[Ns]):0,l=o2(d),f=[l[0]/t.shape[2],l[1]/t.shape[1]],x=n.hand.rotation&&M.kernels.includes("rotatewithoffset")?r.image.rotateWithOffset(t,y,0,f):t.clone(),u=l5(-y,l),m=o?this.getBoxForPalmLandmarks(d.palmLandmarks,u):d,g=U3(m,x,[this.inputSize,this.inputSize]),P=r.div(g,O.tf255);r.dispose(g),r.dispose(x);let[v,p]=this.handPoseModel.execute(P);tn=T(),r.dispose(P);let b=(await v.data())[0];if(r.dispose(v),b>=n.hand.minConfidence/4){let j=r.reshape(p,[-1,3]),k=await j.array();r.dispose(p),r.dispose(j);let N=this.transformRawCoords(k,m,y,u),B=this.getBoxForHandLandmarks(N);this.storedBoxes[c]={...B,confidence:b};let q={landmarks:N,confidence:b,boxConfidence:d.confidence,fingerConfidence:b,box:{topLeft:B.startPoint,bottomRight:B.endPoint}};i.push(q)}else this.storedBoxes[c]=null;r.dispose(p)}else{let y=G2(V2(d),$3),l={confidence:d.confidence,boxConfidence:d.confidence,fingerConfidence:0,box:{topLeft:y.startPoint,bottomRight:y.endPoint},landmarks:[]};i.push(l)}}return this.storedBoxes=this.storedBoxes.filter(c=>c!==null),this.detectedHands=i.length,i.length>n.hand.maxDetected&&(i.length=n.hand.maxDetected),i}};var nn={thumb:[1,2,3,4],index:[5,6,7,8],middle:[9,10,11,12],ring:[13,14,15,16],pinky:[17,18,19,20],palm:[0]},je,Ie,on;async function d5(e,t){let n=await on.estimateHands(e,t);if(!n)return[];let o=[];for(let s=0;s<n.length;s++){let A={};if(n[s].landmarks)for(let y of Object.keys(nn))A[y]=nn[y].map(l=>n[s].landmarks[l]);let a=n[s].landmarks,i=[Number.MAX_SAFE_INTEGER,Number.MAX_SAFE_INTEGER,0,0],c=[0,0,0,0];if(a&&a.length>0){for(let y of a)y[0]<i[0]&&(i[0]=y[0]),y[1]<i[1]&&(i[1]=y[1]),y[0]>i[2]&&(i[2]=y[0]),y[1]>i[3]&&(i[3]=y[1]);i[2]-=i[0],i[3]-=i[1],c=[i[0]/(e.shape[2]||0),i[1]/(e.shape[1]||0),i[2]/(e.shape[2]||0),i[3]/(e.shape[1]||0)]}else i=n[s].box?[Math.trunc(Math.max(0,n[s].box.topLeft[0])),Math.trunc(Math.max(0,n[s].box.topLeft[1])),Math.trunc(Math.min(e.shape[2]||0,n[s].box.bottomRight[0])-Math.max(0,n[s].box.topLeft[0])),Math.trunc(Math.min(e.shape[1]||0,n[s].box.bottomRight[1])-Math.max(0,n[s].box.topLeft[1]))]:[0,0,0,0],c=[n[s].box.topLeft[0]/(e.shape[2]||0),n[s].box.topLeft[1]/(e.shape[1]||0),(n[s].box.bottomRight[0]-n[s].box.topLeft[0])/(e.shape[2]||0),(n[s].box.bottomRight[1]-n[s].box.topLeft[1])/(e.shape[1]||0)];let d=B2(a);o.push({id:s,score:Math.round(100*n[s].confidence)/100,boxScore:Math.round(100*n[s].boxConfidence)/100,fingerScore:Math.round(100*n[s].fingerConfidence)/100,label:"hand",box:i,boxRaw:c,keypoints:a,annotations:A,landmarks:d})}return o}async function rn(e){var n,o;M.initial&&(je=null,Ie=null),!je||!Ie?[je,Ie]=await Promise.all([e.hand.enabled?L((n=e.hand.detector)==null?void 0:n.modelPath):null,e.hand.landmarks?L((o=e.hand.skeleton)==null?void 0:o.modelPath):null]):(e.debug&&h("cached model:",je.modelUrl),e.debug&&h("cached model:",Ie.modelUrl));let t=je?new Z2(je):void 0;return t&&Ie&&(on=new X2(t,Ie)),[je,Ie]}var n0=[null,null],Os=["StatefulPartitionedCall/Postprocessor/Slice","StatefulPartitionedCall/Postprocessor/ExpandDims_1"],ue=[[0,0],[0,0]],Cs=["hand","fist","pinch","point","face","tip","pinchtip"],An=4,an=1.6,Ws=512,Ds=1.4,q2=Number.MAX_SAFE_INTEGER,x5=0,$0=[0,0],t0={boxes:[],hands:[]},ln={thumb:[1,2,3,4],index:[5,6,7,8],middle:[9,10,11,12],ring:[13,14,15,16],pinky:[17,18,19,20],base:[0],palm:[0,17,13,9,5,1,0]};async function cn(e){var t;if(M.initial&&(n0[0]=null),n0[0])e.debug&&h("cached model:",n0[0].modelUrl);else{u2(["tensorlistreserve","enter","tensorlistfromtensor","merge","loopcond","switch","exit","tensorliststack","nextiteration","tensorlistsetitem","tensorlistgetitem","reciprocal","shape","split","where"],e),n0[0]=await L((t=e.hand.detector)==null?void 0:t.modelPath);let n=n0[0].executor?Object.values(n0[0].modelSignature.inputs):void 0;ue[0][0]=Array.isArray(n)?parseInt(n[0].tensorShape.dim[1].size):0,ue[0][1]=Array.isArray(n)?parseInt(n[0].tensorShape.dim[2].size):0}return n0[0]}async function dn(e){var t;if(M.initial&&(n0[1]=null),n0[1])e.debug&&h("cached model:",n0[1].modelUrl);else{n0[1]=await L((t=e.hand.skeleton)==null?void 0:t.modelPath);let n=n0[1].executor?Object.values(n0[1].modelSignature.inputs):void 0;ue[1][0]=Array.isArray(n)?parseInt(n[0].tensorShape.dim[1].size):0,ue[1][1]=Array.isArray(n)?parseInt(n[0].tensorShape.dim[2].size):0}return n0[1]}async function Fs(e,t){let n=[];if(!e||!n0[0])return n;let o={},s=(e.shape[2]||1)/(e.shape[1]||1),A=Math.min(Math.round((e.shape[1]||0)/8)*8,Ws),a=Math.round(A*s/8)*8;o.resize=r.image.resizeBilinear(e,[A,a]),o.cast=r.cast(o.resize,"int32"),[o.rawScores,o.rawBoxes]=await n0[0].executeAsync(o.cast,Os),o.boxes=r.squeeze(o.rawBoxes,[0,2]),o.scores=r.squeeze(o.rawScores,[0]);let i=r.unstack(o.scores,1);r.dispose(i[An]),i.splice(An,1),o.filtered=r.stack(i,1),r.dispose(i),o.max=r.max(o.filtered,1),o.argmax=r.argMax(o.filtered,1);let c=0;o.nms=await r.image.nonMaxSuppressionAsync(o.boxes,o.max,(t.hand.maxDetected||0)+1,t.hand.iouThreshold||0,t.hand.minConfidence||1);let d=await o.nms.data(),y=await o.max.data(),l=await o.argmax.data();for(let f of Array.from(d)){let x=r.slice(o.boxes,f,1),u=await x.data();r.dispose(x);let m=[u[1],u[0],u[3]-u[1],u[2]-u[0]],g=P2(m,Ds),P=[Math.trunc(m[0]*$0[0]),Math.trunc(m[1]*$0[1]),Math.trunc(m[2]*$0[0]),Math.trunc(m[3]*$0[1])],v=y[f],p=Cs[l[f]],b={id:c++,score:v,box:P,boxRaw:g,label:p};n.push(b)}return Object.keys(o).forEach(f=>r.dispose(o[f])),n.sort((f,x)=>x.score-f.score),n.length>(t.hand.maxDetected||1)&&(n.length=t.hand.maxDetected||1),n}async function y5(e,t,n){let o={id:t.id,score:Math.round(100*t.score)/100,boxScore:Math.round(100*t.score)/100,fingerScore:0,box:t.box,boxRaw:t.boxRaw,label:t.label,keypoints:[],landmarks:{},annotations:{}};if(e&&n0[1]&&n.hand.landmarks&&t.score>(n.hand.minConfidence||0)){let s={},A=[t.boxRaw[1],t.boxRaw[0],t.boxRaw[3]+t.boxRaw[1],t.boxRaw[2]+t.boxRaw[0]];s.crop=r.image.cropAndResize(e,[A],[0],[ue[1][0],ue[1][1]],"bilinear"),s.div=r.div(s.crop,O.tf255),[s.score,s.keypoints]=n0[1].execute(s.div,["Identity_1","Identity"]);let a=(await s.score.data())[0],i=(100-Math.trunc(100/(1+Math.exp(a))))/100;if(i>=(n.hand.minConfidence||0)){o.fingerScore=i,s.reshaped=r.reshape(s.keypoints,[-1,3]);let y=(await s.reshaped.array()).map(l=>[l[0]/ue[1][1],l[1]/ue[1][0],l[2]||0]).map(l=>[l[0]*t.boxRaw[2],l[1]*t.boxRaw[3],l[2]||0]);o.keypoints=y.map(l=>[$0[0]*(l[0]+t.boxRaw[0]),$0[1]*(l[1]+t.boxRaw[1]),l[2]||0]),o.landmarks=B2(o.keypoints);for(let l of Object.keys(ln))o.annotations[l]=ln[l].map(f=>o.landmarks&&o.keypoints[f]?o.keypoints[f]:null)}Object.keys(s).forEach(c=>r.dispose(s[c]))}return o}async function f5(e,t){var s,A;if(!((s=n0[0])!=null&&s.executor)||!((A=n0[1])!=null&&A.executor)||!n0[0].inputs[0].shape||!n0[1].inputs[0].shape)return[];$0=[e.shape[2]||0,e.shape[1]||0],q2++;let n=(t.hand.skipTime||0)>T()-x5,o=q2<(t.hand.skipFrames||0);return t.skipAllowed&&n&&o?t0.hands:new Promise(async a=>{let i=3*(t.hand.skipTime||0)>T()-x5,c=q2<3*(t.hand.skipFrames||0);t.skipAllowed&&t0.hands.length===t.hand.maxDetected?t0.hands=await Promise.all(t0.boxes.map(y=>y5(e,y,t))):t.skipAllowed&&i&&c&&t0.hands.length>0?t0.hands=await Promise.all(t0.boxes.map(y=>y5(e,y,t))):(t0.boxes=await Fs(e,t),x5=T(),t0.hands=await Promise.all(t0.boxes.map(y=>y5(e,y,t))),q2=0);let d=[...t0.boxes];if(t0.boxes.length=0,t.cacheSensitivity>0)for(let y=0;y<t0.hands.length;y++){let l=l1(t0.hands[y].keypoints,$0);if(l.box[2]/(e.shape[2]||1)>.05&&l.box[3]/(e.shape[1]||1)>.05&&t0.hands[y].fingerScore&&t0.hands[y].fingerScore>(t.hand.minConfidence||0)){let f=P2(l.box,an),x=P2(l.boxRaw,an);t0.boxes.push({...d[y],box:f,boxRaw:x})}}for(let y=0;y<t0.hands.length;y++){let l=J0(t0.hands[y].keypoints,$0);t0.hands[y].box=l.box,t0.hands[y].boxRaw=l.boxRaw}a(t0.hands)})}var ee=(e=null)=>({face:[],body:[],hand:[],gesture:[],object:[],persons:[],performance:{},timestamp:0,width:0,height:0,error:e});var r2={};oe(r2,{connected:()=>Y2,horizontal:()=>m5,kpt:()=>U2,relative:()=>u5,vertical:()=>p5});var U2=["nose","leftEye","rightEye","leftEar","rightEar","leftShoulder","rightShoulder","leftElbow","rightElbow","leftWrist","rightWrist","leftHip","rightHip","leftKnee","rightKnee","leftAnkle","rightAnkle"],m5=[["leftEye","rightEye"],["leftEar","rightEar"],["leftShoulder","rightShoulder"],["leftElbow","rightElbow"],["leftWrist","rightWrist"],["leftHip","rightHip"],["leftKnee","rightKnee"],["leftAnkle","rightAnkle"]],p5=[["leftKnee","leftShoulder"],["rightKnee","rightShoulder"],["leftAnkle","leftKnee"],["rightAnkle","rightKnee"]],u5=[[["leftHip","rightHip"],["leftShoulder","rightShoulder"]],[["leftElbow","rightElbow"],["leftShoulder","rightShoulder"]]],Y2={leftLeg:["leftHip","leftKnee","leftAnkle"],rightLeg:["rightHip","rightKnee","rightAnkle"],torso:["leftShoulder","rightShoulder","rightHip","leftHip","leftShoulder"],leftArm:["leftShoulder","leftElbow","leftWrist"],rightArm:["rightShoulder","rightElbow","rightWrist"],head:[]};var z=ee(),h5=0;function yn(e,t){var a,i,c,d,y,l,f,x,u,m,g,P,v,p,b,j,k,N,B,q,W,Z,J;let n=T();if(!e)return ee();let o=Date.now()-e.timestamp,s=o<1e3?8-Math.log(o+1):1;if(e.canvas&&(z.canvas=e.canvas),e.error&&(z.error=e.error),!z.body||e.body.length!==z.body.length)z.body=JSON.parse(JSON.stringify(e.body));else for(let R=0;R<e.body.length;R++){let D=e.body[R].box.map((C,F)=>((s-1)*z.body[R].box[F]+C)/s),U=e.body[R].boxRaw.map((C,F)=>((s-1)*z.body[R].boxRaw[F]+C)/s),H=e.body[R].keypoints.map((C,F)=>{var S,N0,te,ne,i0,Ye,C5,W5,D5;return{score:C.score,part:C.part,position:[z.body[R].keypoints[F]?((s-1)*(z.body[R].keypoints[F].position[0]||0)+(C.position[0]||0))/s:C.position[0],z.body[R].keypoints[F]?((s-1)*(z.body[R].keypoints[F].position[1]||0)+(C.position[1]||0))/s:C.position[1],z.body[R].keypoints[F]?((s-1)*(z.body[R].keypoints[F].position[2]||0)+(C.position[2]||0))/s:C.position[2]],positionRaw:[z.body[R].keypoints[F]?((s-1)*(z.body[R].keypoints[F].positionRaw[0]||0)+(C.positionRaw[0]||0))/s:C.positionRaw[0],z.body[R].keypoints[F]?((s-1)*(z.body[R].keypoints[F].positionRaw[1]||0)+(C.positionRaw[1]||0))/s:C.positionRaw[1],z.body[R].keypoints[F]?((s-1)*(z.body[R].keypoints[F].positionRaw[2]||0)+(C.positionRaw[2]||0))/s:C.positionRaw[2]],distance:[z.body[R].keypoints[F]?((s-1)*(((S=z.body[R].keypoints[F].distance)==null?void 0:S[0])||0)+(((N0=C.distance)==null?void 0:N0[0])||0))/s:(te=C.distance)==null?void 0:te[0],z.body[R].keypoints[F]?((s-1)*(((ne=z.body[R].keypoints[F].distance)==null?void 0:ne[1])||0)+(((i0=C.distance)==null?void 0:i0[1])||0))/s:(Ye=C.distance)==null?void 0:Ye[1],z.body[R].keypoints[F]?((s-1)*(((C5=z.body[R].keypoints[F].distance)==null?void 0:C5[2])||0)+(((W5=C.distance)==null?void 0:W5[2])||0))/s:(D5=C.distance)==null?void 0:D5[2]]}}),a0={},o0={connected:{}};(a=t.body.modelPath)!=null&&a.includes("efficientpose")?o0=E2:(i=t.body.modelPath)!=null&&i.includes("blazepose")?o0=R2:(c=t.body.modelPath)!=null&&c.includes("movenet")&&(o0=r2);for(let[C,F]of Object.entries(o0.connected)){let S=[];for(let N0=0;N0<F.length-1;N0++){let te=H.find(i0=>i0.part===F[N0]),ne=H.find(i0=>i0.part===F[N0+1]);te&&ne&&S.push([te.position,ne.position])}a0[C]=S}z.body[R]={...e.body[R],box:D,boxRaw:U,keypoints:H,annotations:a0}}if(!z.hand||e.hand.length!==z.hand.length)z.hand=JSON.parse(JSON.stringify(e.hand));else for(let R=0;R<e.hand.length;R++){let D=e.hand[R].box.map((o0,C)=>((s-1)*z.hand[R].box[C]+o0)/s),U=e.hand[R].boxRaw.map((o0,C)=>((s-1)*z.hand[R].boxRaw[C]+o0)/s);z.hand[R].keypoints.length!==e.hand[R].keypoints.length&&(z.hand[R].keypoints=e.hand[R].keypoints);let H=e.hand[R].keypoints&&e.hand[R].keypoints.length>0?e.hand[R].keypoints.map((o0,C)=>o0.map((F,S)=>((s-1)*(z.hand[R].keypoints[C][S]||1)+(F||0))/s)):[],a0={};if(Object.keys(z.hand[R].annotations).length!==Object.keys(e.hand[R].annotations).length)z.hand[R].annotations=e.hand[R].annotations,a0=z.hand[R].annotations;else if(e.hand[R].annotations)for(let o0 of Object.keys(e.hand[R].annotations))a0[o0]=(l=(y=(d=e.hand[R])==null?void 0:d.annotations)==null?void 0:y[o0])!=null&&l[0]?e.hand[R].annotations[o0].map((C,F)=>C.map((S,N0)=>((s-1)*z.hand[R].annotations[o0][F][N0]+S)/s)):null;z.hand[R]={...e.hand[R],box:D,boxRaw:U,keypoints:H,annotations:a0}}if(!z.face||e.face.length!==z.face.length)z.face=JSON.parse(JSON.stringify(e.face));else for(let R=0;R<e.face.length;R++){let D=e.face[R].box.map((H,a0)=>((s-1)*z.face[R].box[a0]+H)/s),U=e.face[R].boxRaw.map((H,a0)=>((s-1)*z.face[R].boxRaw[a0]+H)/s);if(e.face[R].rotation){let H={matrix:[0,0,0,0,0,0,0,0,0],angle:{roll:0,yaw:0,pitch:0},gaze:{bearing:0,strength:0}};H.matrix=(f=e.face[R].rotation)==null?void 0:f.matrix,H.angle={roll:((s-1)*(((u=(x=z.face[R].rotation)==null?void 0:x.angle)==null?void 0:u.roll)||0)+(((g=(m=e.face[R].rotation)==null?void 0:m.angle)==null?void 0:g.roll)||0))/s,yaw:((s-1)*(((v=(P=z.face[R].rotation)==null?void 0:P.angle)==null?void 0:v.yaw)||0)+(((b=(p=e.face[R].rotation)==null?void 0:p.angle)==null?void 0:b.yaw)||0))/s,pitch:((s-1)*(((k=(j=z.face[R].rotation)==null?void 0:j.angle)==null?void 0:k.pitch)||0)+(((B=(N=e.face[R].rotation)==null?void 0:N.angle)==null?void 0:B.pitch)||0))/s},H.gaze={bearing:((s-1)*(((q=z.face[R].rotation)==null?void 0:q.gaze.bearing)||0)+(((W=e.face[R].rotation)==null?void 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r&&r.getBackend()==="tensorflow"){let s=r.node.decodeJpeg(n),A=r.expandDims(s,0);e.tf.dispose(s),o=await e.detect(A,e.config),e.tf.dispose(A)}else e.config.debug&&h("Warmup tfjs-node not loaded");return o}async function cA(e){let t;return typeof createImageBitmap=="function"?t=await aA(e):typeof Image!="undefined"||M.Canvas!==void 0?t=await iA(e):t=await lA(e),t}async function dA(e){var i,c,d,y;if(!r.env().flagRegistry.ENGINE_COMPILE_ONLY)return;let t=r.getBackend(),n=r.backend();if(t!=="webgl"&&t!=="humangl"||!(n!=null&&n.checkCompileCompletion))return;r.env().set("ENGINE_COMPILE_ONLY",!0);let o=r.engine().state.numTensors,s=[];for(let[l,f]of Object.entries(e.models.models)){if(!f)continue;let x=f!=null&&f.modelSignature&&((c=(i=f==null?void 0:f.inputs)==null?void 0:i[0])!=null&&c.shape)?[...f.inputs[0].shape]:[1,64,64,3],u=f!=null&&f.modelSignature&&((y=(d=f==null?void 0:f.inputs)==null?void 0:d[0])!=null&&y.dtype)?f.inputs[0].dtype:"float32";for(let g=0;g<x.length;g++)x[g]===-1&&(x[g]=g===0?1:64);let m=r.zeros(x,u);try{let g=f.execute(m);s.push(l),Array.isArray(g)?g.forEach(P=>r.dispose(P)):r.dispose(g)}catch(g){e.config.debug&&h("compile fail model:",l)}r.dispose(m)}let A=await n.checkCompileCompletionAsync();n.getUniformLocations(),e.config.debug&&h("compile pass:",{models:s,kernels:A.length}),r.env().set("ENGINE_COMPILE_ONLY",!1);let a=r.engine().state.numTensors;a-o>0&&h("tensor leak:",a-o)}async function Gn(e,t){await $e(e,!1);let n=T();return e.state="warmup",t&&(e.config=Q(e.config,t)),!e.config.warmup||e.config.warmup.length===0||e.config.warmup==="none"?ee():new Promise(async o=>{await e.models.load(),await dA(e);let s=await cA(e),A=T();e.config.debug&&h("warmup",e.config.warmup,Math.round(A-n),"ms"),e.emit("warmup"),o(s)})}var Ue,i2,l2,rt,he,Vn=class{constructor(t){E(this,"version");E(this,"config");E(this,"result");E(this,"state");E(this,"process");E(this,"tf");E(this,"env",M);E(this,"draw",bt);E(this,"match",T5);E(this,"models");E(this,"events");E(this,"faceTriangulation");E(this,"faceUVMap");E(this,"performance");Z0(this,Ue,void 0);Z0(this,i2,void 0);Z0(this,l2,void 0);E(this,"analyze",(...t)=>{if(!v0(this,i2))return;let n=this.tf.engine().state.numTensors,o=v0(this,Ue);Y0(this,Ue,n);let s=n-o;s!==0&&h(...t,s)});Z0(this,rt,t=>{if(!v0(this,l2))return null;if(!t)return"input is not defined";if(this.env.node&&!(t instanceof r.Tensor))return"input must be a tensor";try{this.tf.getBackend()}catch(n){return"backend not loaded"}return null});E(this,"webcam",new p2);E(this,"emit",t=>{var n;(n=this.events)!=null&&n.dispatchEvent&&this.events.dispatchEvent(new Event(t))});Z0(this,he,{});let n=(Ke.tfjs||r.version_core).replace(/-(.*)/,"");Le.wasmPath=`https://cdn.jsdelivr.net/npm/@tensorflow/tfjs-backend-wasm@${n}/dist/`,Le.modelBasePath=M.browser?"../models/":"file://models/",this.version=dt,Object.defineProperty(this,"version",{value:dt}),this.config=JSON.parse(JSON.stringify(Le)),Object.seal(this.config),this.config.cacheModels=typeof indexedDB!="undefined",t&&(this.config=Q(this.config,t)),_5(this.config),this.tf=r,this.state="idle",Y0(this,Ue,0),Y0(this,i2,!1),Y0(this,l2,!1),this.performance={},this.events=typeof EventTarget!="undefined"?new EventTarget:void 0,this.models=new a2(this),ht(),this.result=ee(),this.process={tensor:null,canvas:null},this.faceTriangulation=Z1,this.faceUVMap=X1,tt(this,null,""),this.emit("create"),(this.config.debug||this.env.browser)&&h(`version: ${this.version}`),this.config.debug&&h(`tfjs version: ${this.tf.version["tfjs-core"]}`);let o=JSON.parse(JSON.stringify(this.env));delete o.kernels,delete o.initial,delete o.perfadd,this.config.debug&&h("environment:",o)}reset(){let t=this.config.backend;this.config=JSON.parse(JSON.stringify(Le)),this.config.backend=t,lt(),M.initial=!0}validate(t){let n=At(Le,t||this.config);return n.length===0&&(this.config=Q(this.config,t)),n}now(){return T()}image(t,n=!1){return y2(t,this.config,n)}async segmentation(t,n){var A,a,i;if(n&&(this.config=Q(this.config,n)),!this.config.segmentation.enabled)return null;let o=await y2(t,this.config);if(!o.tensor)return null;let s=null;return(A=this.config.segmentation.modelPath)!=null&&A.includes("rvm")&&(s=await Cn(o.tensor,this.config)),(a=this.config.segmentation.modelPath)!=null&&a.includes("meet")&&(s=await fn(o.tensor,this.config)),(i=this.config.segmentation.modelPath)!=null&&i.includes("selfie")&&(s=await Dn(o.tensor,this.config)),r.dispose(o.tensor),s}compare(t,n){return Q5(this.config,t,n)}async init(){await $e(this,!0),await this.tf.ready(),lt()}async load(t){this.state="load";let n=T(),o=Object.values(this.models.models).filter(a=>a).length;t&&(this.config=Q(this.config,t)),this.env.initial&&(await $e(this,!1)||h("error: backend check failed"),await r.ready(),this.env.browser&&(this.config.debug&&h("configuration:",this.config),this.config.debug&&h("tf flags:",this.tf.ENV.flags))),await this.models.load(this),this.env.initial&&this.config.debug&&h("tf engine state:",this.tf.engine().state.numBytes,"bytes",this.tf.engine().state.numTensors,"tensors"),this.env.initial=!1,Object.values(this.models.models).filter(a=>a).length!==o&&(this.models.validate(),this.emit("load"));let A=Math.trunc(T()-n);A>(this.performance.loadModels||0)&&(this.performance.loadModels=this.env.perfadd?(this.performance.loadModels||0)+A:A)}next(t=this.result){return yn(t,this.config)}async warmup(t){let n=T(),o=await Gn(this,t),s=T();return this.performance.warmup=Math.trunc(s-n),o}async profile(t,n){let o=await this.tf.profile(()=>this.detect(t,n)),s={},A=0;for(let i of o.kernels){let c=Number(i.kernelTimeMs)||0;s[i.name]?s[i.name]+=c:s[i.name]=c,A+=c}let a=[];Object.entries(s).forEach(i=>a.push({kernel:i[0],time:i[1],perc:0}));for(let i of a)i.perc=Math.round(1e3*i.time/A)/1e3,i.time=Math.round(1e3*i.time)/1e3;return a.sort((i,c)=>c.time-i.time),a.length=20,a}async detect(t,n){return this.state="detect",new Promise(async o=>{var g,P,v,p,b,j,k,N,B,q,W,Z,J,R,D,U,H,a0,o0,C,F;this.state="config";let s;this.config=Q(this.config,n),this.state="check";let A=v0(this,rt).call(this,t);A&&(h(A,t),this.emit("error"),o(ee(A)));let a=T();await this.load(),s=T(),this.state="image";let i=await y2(t,this.config);if(this.process=i,this.performance.inputProcess=this.env.perfadd?(this.performance.inputProcess||0)+Math.trunc(T()-s):Math.trunc(T()-s),this.analyze("Get Image:"),!i.tensor){this.config.debug&&h("could not convert input to tensor"),this.emit("error"),o(ee("could not convert input to tensor"));return}this.emit("image"),s=T(),this.config.skipAllowed=await J5(this.config,i.tensor),this.config.filter.autoBrightness=(this.config.filter.autoBrightness||!1)&&this.config.skipAllowed,this.performance.totalFrames||(this.performance.totalFrames=0),this.performance.cachedFrames||(this.performance.cachedFrames=0),this.performance.totalFrames++,this.config.skipAllowed&&this.performance.cachedFrames++,this.performance.cacheCheck=this.env.perfadd?(this.performance.cacheCheck||0)+Math.trunc(T()-s):Math.trunc(T()-s),this.analyze("Check Changed:");let c=[],d=[],y=[],l=[];this.state="detect:face",this.config.async?(c=this.config.face.enabled?A5(this,i.tensor):[],this.performance.face&&delete this.performance.face):(s=T(),c=this.config.face.enabled?await A5(this,i.tensor):[],this.performance.face=this.env.perfadd?(this.performance.face||0)+Math.trunc(T()-s):Math.trunc(T()-s)),this.config.async&&(this.config.body.maxDetected===-1||this.config.hand.maxDetected===-1)&&(c=await c),this.analyze("Start Body:"),this.state="detect:body";let f=this.config.body.maxDetected===-1?Q(this.config,{body:{maxDetected:this.config.face.enabled?1*c.length:1}}):this.config;this.config.async?((g=this.config.body.modelPath)!=null&&g.includes("posenet")?d=this.config.body.enabled?j5(i.tensor,f):[]:(P=this.config.body.modelPath)!=null&&P.includes("blazepose")?d=this.config.body.enabled?Mt(i.tensor,f):[]:(v=this.config.body.modelPath)!=null&&v.includes("efficientpose")?d=this.config.body.enabled?jt(i.tensor,f):[]:(p=this.config.body.modelPath)!=null&&p.includes("movenet")&&(d=this.config.body.enabled?M5(i.tensor,f):[]),this.performance.body&&delete this.performance.body):(s=T(),(b=this.config.body.modelPath)!=null&&b.includes("posenet")?d=this.config.body.enabled?await j5(i.tensor,f):[]:(j=this.config.body.modelPath)!=null&&j.includes("blazepose")?d=this.config.body.enabled?await Mt(i.tensor,f):[]:(k=this.config.body.modelPath)!=null&&k.includes("efficientpose")?d=this.config.body.enabled?await jt(i.tensor,f):[]:(N=this.config.body.modelPath)!=null&&N.includes("movenet")&&(d=this.config.body.enabled?await M5(i.tensor,f):[]),this.performance.body=this.env.perfadd?(this.performance.body||0)+Math.trunc(T()-s):Math.trunc(T()-s)),this.analyze("End Body:"),this.analyze("Start Hand:"),this.state="detect:hand";let x=this.config.hand.maxDetected===-1?Q(this.config,{hand:{maxDetected:this.config.face.enabled?2*c.length:1}}):this.config;this.config.async?((q=(B=this.config.hand.detector)==null?void 0:B.modelPath)!=null&&q.includes("handdetect")?y=this.config.hand.enabled?d5(i.tensor,x):[]:(Z=(W=this.config.hand.detector)==null?void 0:W.modelPath)!=null&&Z.includes("handtrack")&&(y=this.config.hand.enabled?f5(i.tensor,x):[]),this.performance.hand&&delete this.performance.hand):(s=T(),(R=(J=this.config.hand.detector)==null?void 0:J.modelPath)!=null&&R.includes("handdetect")?y=this.config.hand.enabled?await d5(i.tensor,x):[]:(U=(D=this.config.hand.detector)==null?void 0:D.modelPath)!=null&&U.includes("handtrack")&&(y=this.config.hand.enabled?await f5(i.tensor,x):[]),this.performance.hand=this.env.perfadd?(this.performance.hand||0)+Math.trunc(T()-s):Math.trunc(T()-s)),this.analyze("End Hand:"),this.analyze("Start Object:"),this.state="detect:object",this.config.async?((H=this.config.object.modelPath)!=null&&H.includes("nanodet")?l=this.config.object.enabled?k5(i.tensor,this.config):[]:(a0=this.config.object.modelPath)!=null&&a0.includes("centernet")&&(l=this.config.object.enabled?wt(i.tensor,this.config):[]),this.performance.object&&delete this.performance.object):(s=T(),(o0=this.config.object.modelPath)!=null&&o0.includes("nanodet")?l=this.config.object.enabled?await k5(i.tensor,this.config):[]:(C=this.config.object.modelPath)!=null&&C.includes("centernet")&&(l=this.config.object.enabled?await wt(i.tensor,this.config):[]),this.performance.object=this.env.perfadd?(this.performance.object||0)+Math.trunc(T()-s):Math.trunc(T()-s)),this.analyze("End Object:"),this.state="detect:await",this.config.async&&([c,d,y,l]=await Promise.all([c,d,y,l])),this.state="detect:gesture";let u=[];this.config.gesture.enabled&&(s=T(),u=[...G3(c),...H3(d),...Z3(y),...V3(c)],this.config.async?this.performance.gesture&&delete this.performance.gesture:this.performance.gesture=this.env.perfadd?(this.performance.gesture||0)+Math.trunc(T()-s):Math.trunc(T()-s)),this.performance.total=this.env.perfadd?(this.performance.total||0)+Math.trunc(T()-a):Math.trunc(T()-a);let m=((F=this.process.tensor)==null?void 0:F.shape)||[0,0,0,0];this.result={face:c,body:d,hand:y,gesture:u,object:l,performance:this.performance,canvas:this.process.canvas,timestamp:Date.now(),error:null,width:m[2],height:m[1],get persons(){return Hn(c,d,y,u,m)}},r.dispose(i.tensor),this.emit("detect"),this.state="idle",o(this.result)})}async sleep(t){return new Promise(n=>{setTimeout(n,t)})}async video(t,n=!0,o=0){n?(v0(this,he)[t.id]||(this.config.debug&&h("video start",t.id),v0(this,he)[t.id]=!0),!t.paused&&v0(this,he)[t.id]&&t.readyState>=2&&await this.detect(t),o>0&&await this.sleep(o),v0(this,he)[t.id]&&requestAnimationFrame(()=>this.video(t,n,o))):(this.config.debug&&h("video stop",t.id),v0(this,he)[t.id]=!1)}};Ue=new WeakMap,i2=new WeakMap,l2=new WeakMap,rt=new WeakMap,he=new WeakMap;export{m2 as Env,Vn as Human,Vn as default,Le as defaults,bt as draw,ee as empty,M as env,T5 as match,Bn as models};
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