diff --git a/CHANGELOG.md b/CHANGELOG.md
index 5f3f7869..9838b8c6 100644
--- a/CHANGELOG.md
+++ b/CHANGELOG.md
@@ -1,6 +1,6 @@
 # @vladmandic/human  
 
-Version: **2.0.2**  
+Version: **2.0.3**  
 Description: **Human: AI-powered 3D Face Detection & Rotation Tracking, Face Description & Recognition, Body Pose Tracking, 3D Hand & Finger Tracking, Iris Analysis, Age & Gender & Emotion Prediction, Gesture Recognition**  
 
 Author: **Vladimir Mandic <mandic00@live.com>**  
@@ -9,11 +9,17 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
 
 ## Changelog
 
+### **2.0.3** 2021/06/18 mandic00@live.com
+
+
+### **origin/main** 2021/06/16 mandic00@live.com
+
+- fix demo paths
+- added multithreaded demo
+
 ### **2.0.2** 2021/06/14 mandic00@live.com
 
-
-### **origin/main** 2021/06/14 mandic00@live.com
-
+- reorganize demos
 - fix centernet box width & height
 - add body segmentation sample
 
diff --git a/dist/human.esm-nobundle.js b/dist/human.esm-nobundle.js
index 9c34890f..2c09cf77 100644
--- a/dist/human.esm-nobundle.js
+++ b/dist/human.esm-nobundle.js
@@ -730,5 +730,5 @@ AAAAAAJAAAAAAAAAAAAAABAJEAAAAAAAAAAAAAAAIEoBKAAAAAAAAAAAAAAABAlAAAAAAAIAAAAA
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 SbAjYZAI2E7AIEgIEgIEgMdkSy2NgY7MdlmyNoBXsxmFuyNgVTVjNV3KjlBRNTlXTVHKCrlIqt5T
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e=n=>Buffer.from(n,"base64"),t;if(this.config.warmup==="face"&&(t=e($0)),(this.config.warmup==="body"||this.config.warmup==="full")&&(t=e(A5)),!t)return null;let o;if(typeof s.node!="undefined"){let n=s.node.decodeJpeg(t),x=n.expandDims(0);this.tf.dispose(n),o=await this.detect(x,this.config),this.tf.dispose(x)}else this.config.debug&&g("Warmup tfjs-node not loaded");return o});this.config=J(yA,e||{}),this.tf=s,this.draw=sA,this.version=le,this.state="idle",_(this,T0,0),_(this,k0,!1),_(this,I0,!1),_(this,c0,!0),_(this,P0,0),this.performance={backend:0,load:0,image:0,frames:0,cached:0,changed:0,total:0,draw:0},this.models={face:null,posenet:null,blazepose:null,efficientpose:null,movenet:null,handpose:null,age:null,gender:null,emotion:null,embedding:null,nanodet:null,centernet:null,faceres:null,segmentation:null},this.image=t=>l0(t,this.config),this.faceTriangulation=zA,this.faceUVMap=EA,this.sysinfo=lA(),_(this,d0,1)}similarity(e,t){return T5(e,t)}segmentation(e,t){return ye(e,t,this.config)}enhance(e){return P5(e)}match(e,t,o=0){return wA(e,t,o)}async load(e){this.state="load";let t=N();e&&(this.config=J(this.config,e)),C(this,c0)&&(this.config.debug&&g(`version: ${this.version}`),this.config.debug&&g(`tfjs version: ${this.tf.version_core}`),this.config.debug&&g("platform:",this.sysinfo.platform),this.config.debug&&g("agent:",this.sysinfo.agent),await C(this,N0).call(this,!0),this.tf.ENV.flags.IS_BROWSER&&(this.config.debug&&g("configuration:",this.config),this.config.debug&&g("tf flags:",this.tf.ENV.flags))),this.config.async?[this.models.face,this.models.emotion,this.models.handpose,this.models.posenet,this.models.blazepose,this.models.efficientpose,this.models.movenet,this.models.nanodet,this.models.centernet,this.models.faceres,this.models.segmentation]=await Promise.all([this.models.face||(this.config.face.enabled?m5(this.config):null),this.models.emotion||(this.config.face.enabled&&this.config.face.emotion.enabled?p5(this.config):null),this.models.handpose||(this.config.hand.enabled?Z5(this.config):null),this.models.posenet||(this.config.body.enabled&&this.config.body.modelPath.includes("posenet")?k5(this.config):null),this.models.blazepose||(this.config.body.enabled&&this.config.body.modelPath.includes("blazepose")?Y0(this.config):null),this.models.efficientpose||(this.config.body.enabled&&this.config.body.modelPath.includes("efficientpose")?QA(this.config):null),this.models.movenet||(this.config.body.enabled&&this.config.body.modelPath.includes("movenet")?Y5(this.config):null),this.models.nanodet||(this.config.object.enabled&&this.config.object.modelPath.includes("nanodet")?Q5(this.config):null),this.models.centernet||(this.config.object.enabled&&this.config.object.modelPath.includes("centernet")?eA(this.config):null),this.models.faceres||(this.config.face.enabled&&this.config.face.description.enabled?M5(this.config):null),this.models.segmentation||(this.config.segmentation.enabled?_0(this.config):null)]):(this.config.face.enabled&&!this.models.face&&(this.models.face=await m5(this.config)),this.config.face.enabled&&this.config.face.emotion.enabled&&!this.models.emotion&&(this.models.emotion=await p5(this.config)),this.config.hand.enabled&&!this.models.handpose&&(this.models.handpose=await Z5(this.config)),this.config.body.enabled&&!this.models.posenet&&this.config.body.modelPath.includes("posenet")&&(this.models.posenet=await k5(this.config)),this.config.body.enabled&&!this.models.blazepose&&this.config.body.modelPath.includes("blazepose")&&(this.models.blazepose=await Y0(this.config)),this.config.body.enabled&&!this.models.efficientpose&&this.config.body.modelPath.includes("efficientpose")&&(this.models.efficientpose=await Y0(this.config)),this.config.body.enabled&&!this.models.movenet&&this.config.body.modelPath.includes("movenet")&&(this.models.movenet=await Y5(this.config)),this.config.object.enabled&&!this.models.nanodet&&this.config.object.modelPath.includes("nanodet")&&(this.models.nanodet=await Q5(this.config)),this.config.object.enabled&&!this.models.centernet&&this.config.object.modelPath.includes("centernet")&&(this.models.centernet=await eA(this.config)),this.config.face.enabled&&this.config.face.description.enabled&&!this.models.faceres&&(this.models.faceres=await M5(this.config)),this.config.segmentation.enabled&&!this.models.segmentation&&(this.models.segmentation=await _0(this.config))),C(this,c0)&&(this.config.debug&&g("tf engine state:",this.tf.engine().state.numBytes,"bytes",this.tf.engine().state.numTensors,"tensors"),_(this,c0,!1));let o=Math.trunc(N()-t);o>(this.performance.load||0)&&(this.performance.load=o)}async detect(e,t){return new Promise(async o=>{this.state="config";let n,x;this.config=J(this.config,t),this.state="check";let r=C(this,e5).call(this,e);r&&(g(r,e),o({error:r}));let a=N();await C(this,N0).call(this),await this.load(),n=N();let y=l0(e,this.config);if(this.performance.image=Math.trunc(N()-n),this.analyze("Get Image:"),this.config.segmentation.enabled&&y&&y.tensor&&(this.analyze("Start Segmentation:"),this.state="run:segmentation",n=N(),await iA(y),x=Math.trunc(N()-n),x>0&&(this.performance.segmentation=x),y.canvas&&(y.tensor.dispose(),y=l0(y.canvas,this.config)),this.analyze("End Segmentation:")),!y||!y.tensor){g("could not convert input to tensor"),o({error:"could not convert input to tensor"});return}n=N(),this.config.skipFrame=await C(this,t5).call(this,y.tensor),this.performance.frames||(this.performance.frames=0),this.performance.cached||(this.performance.cached=0),this.performance.frames++,this.config.skipFrame&&this.performance.cached++,this.performance.changed=Math.trunc(N()-n),this.analyze("Check Changed:");let i,c,l,f;this.config.async?(i=this.config.face.enabled?z5(this,y.tensor):[],this.performance.face&&delete this.performance.face):(this.state="run:face",n=N(),i=this.config.face.enabled?await z5(this,y.tensor):[],x=Math.trunc(N()-n),x>0&&(this.performance.face=x)),this.analyze("Start Body:"),this.config.async?(this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?W5(y.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?V5(y.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?q5(y.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?G5(y.tensor,this.config):[]),this.performance.body&&delete this.performance.body):(this.state="run:body",n=N(),this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?await W5(y.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?await V5(y.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?await q5(y.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?await G5(y.tensor,this.config):[]),x=Math.trunc(N()-n),x>0&&(this.performance.body=x)),this.analyze("End Body:"),this.analyze("Start Hand:"),this.config.async?(l=this.config.hand.enabled?H5(y.tensor,this.config):[],this.performance.hand&&delete this.performance.hand):(this.state="run:hand",n=N(),l=this.config.hand.enabled?await H5(y.tensor,this.config):[],x=Math.trunc(N()-n),x>0&&(this.performance.hand=x)),this.analyze("End Hand:"),this.analyze("Start Object:"),this.config.async?(this.config.object.modelPath.includes("nanodet")?f=this.config.object.enabled?_5(y.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(f=this.config.object.enabled?tA(y.tensor,this.config):[]),this.performance.object&&delete this.performance.object):(this.state="run:object",n=N(),this.config.object.modelPath.includes("nanodet")?f=this.config.object.enabled?await _5(y.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(f=this.config.object.enabled?await tA(y.tensor,this.config):[]),x=Math.trunc(N()-n),x>0&&(this.performance.object=x)),this.analyze("End Object:"),this.config.async&&([i,c,l,f]=await Promise.all([i,c,l,f]));let u=[];this.config.gesture.enabled&&(n=N(),u=[...$A(i),..._A(c),...ee(l),...Ae(i)],this.config.async?this.performance.gesture&&delete this.performance.gesture:this.performance.gesture=Math.trunc(N()-n)),this.performance.total=Math.trunc(N()-a),this.state="idle",this.result={face:i,body:c,hand:l,gesture:u,object:f,performance:this.performance,canvas:y.canvas,timestamp:Date.now(),get persons(){var z;return ae(i,c,l,u,(z=y==null?void 0:y.tensor)==null?void 0:z.shape)}},s.dispose(y.tensor),o(this.result)})}async warmup(e){let t=N();if(e&&(this.config=J(this.config,e)),!this.config.warmup||this.config.warmup==="none")return{error:"null"};let o;typeof createImageBitmap=="function"?o=await C(this,n5).call(this):typeof Image!="undefined"?o=await C(this,o5).call(this):o=await C(this,s5).call(this);let n=N();return this.config.debug&&g("Warmup",this.config.warmup,Math.round(n-t),"ms",o),o}};T0=new WeakMap,k0=new WeakMap,I0=new WeakMap,c0=new WeakMap,d0=new WeakMap,P0=new WeakMap,e5=new WeakMap,N0=new WeakMap,t5=new WeakMap,n5=new WeakMap,o5=new WeakMap,s5=new WeakMap;export{r2 as Human,r2 as default};
 //# sourceMappingURL=human.esm-nobundle.js.map
diff --git a/dist/human.esm.js b/dist/human.esm.js
index ff2cfc35..e5ebc3cd 100644
--- a/dist/human.esm.js
+++ b/dist/human.esm.js
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-2Q==`;var h_="2.0.2";var Du,Ch,Eh,ki,Ii,Fu,I0,$h,S0,T0,N0,C0,hwe=class{constructor(t){Ir(this,Du,void 0);Ir(this,Ch,void 0);Ir(this,Eh,void 0);Ir(this,ki,void 0);Ir(this,Ii,void 0);Ir(this,Fu,void 0);this.analyze=(...t)=>{if(!Fn(this,Ch))return;let n=this.tf.engine().state.numTensors,r=Fn(this,Du);Qr(this,Du,n);let s=n-r;s!==0&&me(...t,s)};Ir(this,I0,t=>{if(!Fn(this,Eh))return null;if(!t)return"input is not defined";if(this.tf.ENV.flags.IS_NODE&&!(t instanceof Tt))return"input must be a tensor";try{this.tf.getBackend()}catch(n){return"backend not loaded"}return null});Ir(this,$h,async(t=!1)=>{var n;if(this.config.backend&&this.config.backend.length>0&&t||this.tf.getBackend()!==this.config.backend){let r=at();if(this.state="backend",this.config.backend&&this.config.backend.length>0){if(typeof window=="undefined"&&typeof WorkerGlobalScope!="undefined"&&this.config.debug&&me("running inside web worker"),this.tf.ENV.flags.IS_BROWSER&&this.config.backend==="tensorflow"&&(this.config.backend="webgl"),this.tf.ENV.flags.IS_NODE&&(this.config.backend==="webgl"||this.config.backend==="humangl")&&(this.config.backend="tensorflow"),this.config.debug&&me("setting backend:",this.config.backend),this.config.backend==="wasm"){if(this.config.debug&&me("wasm path:",this.config.wasmPath),typeof((n=this.tf)==null?void 0:n.setWasmPaths)!="undefined")this.tf.setWasmPaths(this.config.wasmPath);else throw new Error("Human: WASM backend is not loaded");let s=await this.tf.env().getAsync("WASM_HAS_SIMD_SUPPORT"),a=await this.tf.env().getAsync("WASM_HAS_MULTITHREAD_SUPPORT");this.config.debug&&me(`wasm execution: ${s?"SIMD":"no SIMD"} ${a?"multithreaded":"singlethreaded"}`),this.config.debug&&!s&&me("warning: wasm simd support is not enabled")}this.config.backend==="humangl"&&p$();try{await this.tf.setBackend(this.config.backend)}catch(s){me("error: cannot set backend:",this.config.backend,s)}}if(this.tf.enableProdMode(),this.tf.getBackend()==="webgl"||this.tf.getBackend()==="humangl"){this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS",!1),this.tf.ENV.set("WEBGL_CPU_FORWARD",!0),this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV",!0),typeof this.config.deallocate!="undefined"&&this.config.deallocate&&(me("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:",!0),this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD",0));let s=await this.tf.backend().getGPGPUContext().gl;this.config.debug&&me(`gl version:${s.getParameter(s.VERSION)} renderer:${s.getParameter(s.RENDERER)}`)}await this.tf.ready(),this.performance.backend=Math.trunc(at()-r)}});this.next=t=>c_(t||this.result);Ir(this,S0,async t=>{if(this.config.cacheSensitivity===0)return!1;let n=32,r=t.resizeBilinear([Math.trunc(t.shape[1]/n),Math.trunc(t.shape[2]/n)]),s=r.dataSync(),a=0;for(let l=0;l<s.length/3;l++)a+=s[3*l+2];r.dispose();let o=100*(Math.max(a,Fn(this,Ii))/Math.min(a,Fn(this,Ii))-1);Qr(this,Ii,a);let i=o<Math.max(this.config.cacheSensitivity,Fn(this,Fu));return Qr(this,Fu,o>10*this.config.cacheSensitivity?0:o),i});Ir(this,T0,async()=>{let t=(s,a="application/octet-stream")=>fetch(`data:${a};base64,${s}`).then(o=>o.blob()),n,r;switch(this.config.warmup){case"face":n=await t(w0);break;case"full":n=await t(k0);break;default:n=null}if(n){let s=await createImageBitmap(n);r=await this.detect(s,this.config),s.close()}return r});Ir(this,N0,async()=>new Promise(t=>{let n,r=0;switch(this.config.warmup){case"face":r=256,n="data:image/jpeg;base64,"+w0;break;case"full":case"body":r=1200,n="data:image/jpeg;base64,"+k0;break;default:n=null}let s=new Image;s.onload=async()=>{let a=typeof OffscreenCanvas!="undefined"?new OffscreenCanvas(r,r):document.createElement("canvas");a.width=s.naturalWidth,a.height=s.naturalHeight;let o=a.getContext("2d");o==null||o.drawImage(s,0,0);let i=await this.detect(a,this.config);t(i)},n?s.src=n:t(null)}));Ir(this,C0,async()=>{let t=s=>Buffer.from(s,"base64"),n;if(this.config.warmup==="face"&&(n=t(w0)),(this.config.warmup==="body"||this.config.warmup==="full")&&(n=t(k0)),!n)return null;let r;if(typeof void 0!="undefined"){let s=(void 0).decodeJpeg(n),a=s.expandDims(0);this.tf.dispose(s),r=await this.detect(a,this.config),this.tf.dispose(a)}else this.config.debug&&me("Warmup tfjs-node not loaded");return r});this.config=lr(F3,t||{}),this.tf=bh,this.draw=g3,this.version=h_,this.state="idle",Qr(this,Du,0),Qr(this,Ch,!1),Qr(this,Eh,!1),Qr(this,ki,!0),Qr(this,Fu,0),this.performance={backend:0,load:0,image:0,frames:0,cached:0,changed:0,total:0,draw:0},this.models={face:null,posenet:null,blazepose:null,efficientpose:null,movenet:null,handpose:null,age:null,gender:null,emotion:null,embedding:null,nanodet:null,centernet:null,faceres:null,segmentation:null},this.image=n=>wi(n,this.config),this.faceTriangulation=T$,this.faceUVMap=N$,this.sysinfo=M3(),Qr(this,Ii,1)}similarity(t,n){return Db(t,n)}segmentation(t,n){return d_(t,n,this.config)}enhance(t){return Fb(t)}match(t,n,r=0){return $$(t,n,r)}async load(t){this.state="load";let n=at();t&&(this.config=lr(this.config,t)),Fn(this,ki)&&(this.config.debug&&me(`version: ${this.version}`),this.config.debug&&me(`tfjs version: ${this.tf.version_core}`),this.config.debug&&me("platform:",this.sysinfo.platform),this.config.debug&&me("agent:",this.sysinfo.agent),await Fn(this,$h).call(this,!0),this.tf.ENV.flags.IS_BROWSER&&(this.config.debug&&me("configuration:",this.config),this.config.debug&&me("tf flags:",this.tf.ENV.flags))),this.config.async?[this.models.face,this.models.emotion,this.models.handpose,this.models.posenet,this.models.blazepose,this.models.efficientpose,this.models.movenet,this.models.nanodet,this.models.centernet,this.models.faceres,this.models.segmentation]=await Promise.all([this.models.face||(this.config.face.enabled?Tb(this.config):null),this.models.emotion||(this.config.face.enabled&&this.config.face.emotion.enabled?Eb(this.config):null),this.models.handpose||(this.config.hand.enabled?Xb(this.config):null),this.models.posenet||(this.config.body.enabled&&this.config.body.modelPath.includes("posenet")?Ub(this.config):null),this.models.blazepose||(this.config.body.enabled&&this.config.body.modelPath.includes("blazepose")?g0(this.config):null),this.models.efficientpose||(this.config.body.enabled&&this.config.body.modelPath.includes("efficientpose")?J$(this.config):null),this.models.movenet||(this.config.body.enabled&&this.config.body.modelPath.includes("movenet")?s3(this.config):null),this.models.nanodet||(this.config.object.enabled&&this.config.object.modelPath.includes("nanodet")?l3(this.config):null),this.models.centernet||(this.config.object.enabled&&this.config.object.modelPath.includes("centernet")?h3(this.config):null),this.models.faceres||(this.config.face.enabled&&this.config.face.description.enabled?Rb(this.config):null),this.models.segmentation||(this.config.segmentation.enabled?v0(this.config):null)]):(this.config.face.enabled&&!this.models.face&&(this.models.face=await Tb(this.config)),this.config.face.enabled&&this.config.face.emotion.enabled&&!this.models.emotion&&(this.models.emotion=await Eb(this.config)),this.config.hand.enabled&&!this.models.handpose&&(this.models.handpose=await Xb(this.config)),this.config.body.enabled&&!this.models.posenet&&this.config.body.modelPath.includes("posenet")&&(this.models.posenet=await Ub(this.config)),this.config.body.enabled&&!this.models.blazepose&&this.config.body.modelPath.includes("blazepose")&&(this.models.blazepose=await g0(this.config)),this.config.body.enabled&&!this.models.efficientpose&&this.config.body.modelPath.includes("efficientpose")&&(this.models.efficientpose=await g0(this.config)),this.config.body.enabled&&!this.models.movenet&&this.config.body.modelPath.includes("movenet")&&(this.models.movenet=await s3(this.config)),this.config.object.enabled&&!this.models.nanodet&&this.config.object.modelPath.includes("nanodet")&&(this.models.nanodet=await l3(this.config)),this.config.object.enabled&&!this.models.centernet&&this.config.object.modelPath.includes("centernet")&&(this.models.centernet=await h3(this.config)),this.config.face.enabled&&this.config.face.description.enabled&&!this.models.faceres&&(this.models.faceres=await Rb(this.config)),this.config.segmentation.enabled&&!this.models.segmentation&&(this.models.segmentation=await v0(this.config))),Fn(this,ki)&&(this.config.debug&&me("tf engine state:",this.tf.engine().state.numBytes,"bytes",this.tf.engine().state.numTensors,"tensors"),Qr(this,ki,!1));let r=Math.trunc(at()-n);r>(this.performance.load||0)&&(this.performance.load=r)}async detect(t,n){return new Promise(async r=>{this.state="config";let s,a;this.config=lr(this.config,n),this.state="check";let o=Fn(this,I0).call(this,t);o&&(me(o,t),r({error:o}));let i=at();await Fn(this,$h).call(this),await this.load(),s=at();let l=wi(t,this.config);if(this.performance.image=Math.trunc(at()-s),this.analyze("Get Image:"),this.config.segmentation.enabled&&l&&l.tensor&&(this.analyze("Start Segmentation:"),this.state="run:segmentation",s=at(),await A3(l),a=Math.trunc(at()-s),a>0&&(this.performance.segmentation=a),l.canvas&&(l.tensor.dispose(),l=wi(l.canvas,this.config)),this.analyze("End Segmentation:")),!l||!l.tensor){me("could not convert input to tensor"),r({error:"could not convert input to tensor"});return}s=at(),this.config.skipFrame=await Fn(this,S0).call(this,l.tensor),this.performance.frames||(this.performance.frames=0),this.performance.cached||(this.performance.cached=0),this.performance.frames++,this.config.skipFrame&&this.performance.cached++,this.performance.changed=Math.trunc(at()-s),this.analyze("Check Changed:");let u,c,d,h;this.config.async?(u=this.config.face.enabled?Ob(this,l.tensor):[],this.performance.face&&delete this.performance.face):(this.state="run:face",s=at(),u=this.config.face.enabled?await Ob(this,l.tensor):[],a=Math.trunc(at()-s),a>0&&(this.performance.face=a)),this.analyze("Start Body:"),this.config.async?(this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?Vb(l.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?Zb(l.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?e3(l.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?a3(l.tensor,this.config):[]),this.performance.body&&delete this.performance.body):(this.state="run:body",s=at(),this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?await Vb(l.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?await Zb(l.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?await e3(l.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?await a3(l.tensor,this.config):[]),a=Math.trunc(at()-s),a>0&&(this.performance.body=a)),this.analyze("End Body:"),this.analyze("Start Hand:"),this.config.async?(d=this.config.hand.enabled?Kb(l.tensor,this.config):[],this.performance.hand&&delete this.performance.hand):(this.state="run:hand",s=at(),d=this.config.hand.enabled?await Kb(l.tensor,this.config):[],a=Math.trunc(at()-s),a>0&&(this.performance.hand=a)),this.analyze("End Hand:"),this.analyze("Start Object:"),this.config.async?(this.config.object.modelPath.includes("nanodet")?h=this.config.object.enabled?u3(l.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(h=this.config.object.enabled?p3(l.tensor,this.config):[]),this.performance.object&&delete this.performance.object):(this.state="run:object",s=at(),this.config.object.modelPath.includes("nanodet")?h=this.config.object.enabled?await u3(l.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(h=this.config.object.enabled?await p3(l.tensor,this.config):[]),a=Math.trunc(at()-s),a>0&&(this.performance.object=a)),this.analyze("End Object:"),this.config.async&&([u,c,d,h]=await Promise.all([u,c,d,h]));let p=[];this.config.gesture.enabled&&(s=at(),p=[...e_(u),...Q$(c),...n_(d),...t_(u)],this.config.async?this.performance.gesture&&delete this.performance.gesture:this.performance.gesture=Math.trunc(at()-s)),this.performance.total=Math.trunc(at()-i),this.state="idle",this.result={face:u,body:c,hand:d,gesture:p,object:h,performance:this.performance,canvas:l.canvas,timestamp:Date.now(),get persons(){var f;return u_(u,c,d,p,(f=l==null?void 0:l.tensor)==null?void 0:f.shape)}},Ve(l.tensor),r(this.result)})}async warmup(t){let n=at();if(t&&(this.config=lr(this.config,t)),!this.config.warmup||this.config.warmup==="none")return{error:"null"};let r;typeof createImageBitmap=="function"?r=await Fn(this,T0).call(this):typeof Image!="undefined"?r=await Fn(this,N0).call(this):r=await Fn(this,C0).call(this);let s=at();return this.config.debug&&me("Warmup",this.config.warmup,Math.round(s-n),"ms",r),r}};Du=new WeakMap,Ch=new WeakMap,Eh=new WeakMap,ki=new WeakMap,Ii=new WeakMap,Fu=new WeakMap,I0=new WeakMap,$h=new WeakMap,S0=new WeakMap,T0=new WeakMap,N0=new WeakMap,C0=new WeakMap;export{hwe as Human,hwe as default};
+2Q==`;var h_="2.0.3";var Du,Ch,Eh,ki,Ii,Fu,I0,$h,S0,T0,N0,C0,hwe=class{constructor(t){Ir(this,Du,void 0);Ir(this,Ch,void 0);Ir(this,Eh,void 0);Ir(this,ki,void 0);Ir(this,Ii,void 0);Ir(this,Fu,void 0);this.analyze=(...t)=>{if(!Fn(this,Ch))return;let n=this.tf.engine().state.numTensors,r=Fn(this,Du);Qr(this,Du,n);let s=n-r;s!==0&&me(...t,s)};Ir(this,I0,t=>{if(!Fn(this,Eh))return null;if(!t)return"input is not defined";if(this.tf.ENV.flags.IS_NODE&&!(t instanceof Tt))return"input must be a tensor";try{this.tf.getBackend()}catch(n){return"backend not loaded"}return null});Ir(this,$h,async(t=!1)=>{var n;if(this.config.backend&&this.config.backend.length>0&&t||this.tf.getBackend()!==this.config.backend){let r=at();if(this.state="backend",this.config.backend&&this.config.backend.length>0){if(typeof window=="undefined"&&typeof WorkerGlobalScope!="undefined"&&this.config.debug&&me("running inside web worker"),this.tf.ENV.flags.IS_BROWSER&&this.config.backend==="tensorflow"&&(this.config.backend="webgl"),this.tf.ENV.flags.IS_NODE&&(this.config.backend==="webgl"||this.config.backend==="humangl")&&(this.config.backend="tensorflow"),this.config.debug&&me("setting backend:",this.config.backend),this.config.backend==="wasm"){if(this.config.debug&&me("wasm path:",this.config.wasmPath),typeof((n=this.tf)==null?void 0:n.setWasmPaths)!="undefined")this.tf.setWasmPaths(this.config.wasmPath);else throw new Error("Human: WASM backend is not loaded");let s=await this.tf.env().getAsync("WASM_HAS_SIMD_SUPPORT"),a=await this.tf.env().getAsync("WASM_HAS_MULTITHREAD_SUPPORT");this.config.debug&&me(`wasm execution: ${s?"SIMD":"no SIMD"} ${a?"multithreaded":"singlethreaded"}`),this.config.debug&&!s&&me("warning: wasm simd support is not enabled")}this.config.backend==="humangl"&&p$();try{await this.tf.setBackend(this.config.backend)}catch(s){me("error: cannot set backend:",this.config.backend,s)}}if(this.tf.enableProdMode(),this.tf.getBackend()==="webgl"||this.tf.getBackend()==="humangl"){this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS",!1),this.tf.ENV.set("WEBGL_CPU_FORWARD",!0),this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV",!0),typeof this.config.deallocate!="undefined"&&this.config.deallocate&&(me("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:",!0),this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD",0));let s=await this.tf.backend().getGPGPUContext().gl;this.config.debug&&me(`gl version:${s.getParameter(s.VERSION)} renderer:${s.getParameter(s.RENDERER)}`)}await this.tf.ready(),this.performance.backend=Math.trunc(at()-r)}});this.next=t=>c_(t||this.result);Ir(this,S0,async t=>{if(this.config.cacheSensitivity===0)return!1;let n=32,r=t.resizeBilinear([Math.trunc(t.shape[1]/n),Math.trunc(t.shape[2]/n)]),s=r.dataSync(),a=0;for(let l=0;l<s.length/3;l++)a+=s[3*l+2];r.dispose();let o=100*(Math.max(a,Fn(this,Ii))/Math.min(a,Fn(this,Ii))-1);Qr(this,Ii,a);let i=o<Math.max(this.config.cacheSensitivity,Fn(this,Fu));return Qr(this,Fu,o>10*this.config.cacheSensitivity?0:o),i});Ir(this,T0,async()=>{let t=(s,a="application/octet-stream")=>fetch(`data:${a};base64,${s}`).then(o=>o.blob()),n,r;switch(this.config.warmup){case"face":n=await t(w0);break;case"full":n=await t(k0);break;default:n=null}if(n){let s=await createImageBitmap(n);r=await this.detect(s,this.config),s.close()}return r});Ir(this,N0,async()=>new Promise(t=>{let n,r=0;switch(this.config.warmup){case"face":r=256,n="data:image/jpeg;base64,"+w0;break;case"full":case"body":r=1200,n="data:image/jpeg;base64,"+k0;break;default:n=null}let s=new Image;s.onload=async()=>{let a=typeof OffscreenCanvas!="undefined"?new OffscreenCanvas(r,r):document.createElement("canvas");a.width=s.naturalWidth,a.height=s.naturalHeight;let o=a.getContext("2d");o==null||o.drawImage(s,0,0);let i=await this.detect(a,this.config);t(i)},n?s.src=n:t(null)}));Ir(this,C0,async()=>{let t=s=>Buffer.from(s,"base64"),n;if(this.config.warmup==="face"&&(n=t(w0)),(this.config.warmup==="body"||this.config.warmup==="full")&&(n=t(k0)),!n)return null;let r;if(typeof void 0!="undefined"){let s=(void 0).decodeJpeg(n),a=s.expandDims(0);this.tf.dispose(s),r=await this.detect(a,this.config),this.tf.dispose(a)}else this.config.debug&&me("Warmup tfjs-node not loaded");return r});this.config=lr(F3,t||{}),this.tf=bh,this.draw=g3,this.version=h_,this.state="idle",Qr(this,Du,0),Qr(this,Ch,!1),Qr(this,Eh,!1),Qr(this,ki,!0),Qr(this,Fu,0),this.performance={backend:0,load:0,image:0,frames:0,cached:0,changed:0,total:0,draw:0},this.models={face:null,posenet:null,blazepose:null,efficientpose:null,movenet:null,handpose:null,age:null,gender:null,emotion:null,embedding:null,nanodet:null,centernet:null,faceres:null,segmentation:null},this.image=n=>wi(n,this.config),this.faceTriangulation=T$,this.faceUVMap=N$,this.sysinfo=M3(),Qr(this,Ii,1)}similarity(t,n){return Db(t,n)}segmentation(t,n){return d_(t,n,this.config)}enhance(t){return Fb(t)}match(t,n,r=0){return $$(t,n,r)}async load(t){this.state="load";let n=at();t&&(this.config=lr(this.config,t)),Fn(this,ki)&&(this.config.debug&&me(`version: ${this.version}`),this.config.debug&&me(`tfjs version: ${this.tf.version_core}`),this.config.debug&&me("platform:",this.sysinfo.platform),this.config.debug&&me("agent:",this.sysinfo.agent),await Fn(this,$h).call(this,!0),this.tf.ENV.flags.IS_BROWSER&&(this.config.debug&&me("configuration:",this.config),this.config.debug&&me("tf flags:",this.tf.ENV.flags))),this.config.async?[this.models.face,this.models.emotion,this.models.handpose,this.models.posenet,this.models.blazepose,this.models.efficientpose,this.models.movenet,this.models.nanodet,this.models.centernet,this.models.faceres,this.models.segmentation]=await Promise.all([this.models.face||(this.config.face.enabled?Tb(this.config):null),this.models.emotion||(this.config.face.enabled&&this.config.face.emotion.enabled?Eb(this.config):null),this.models.handpose||(this.config.hand.enabled?Xb(this.config):null),this.models.posenet||(this.config.body.enabled&&this.config.body.modelPath.includes("posenet")?Ub(this.config):null),this.models.blazepose||(this.config.body.enabled&&this.config.body.modelPath.includes("blazepose")?g0(this.config):null),this.models.efficientpose||(this.config.body.enabled&&this.config.body.modelPath.includes("efficientpose")?J$(this.config):null),this.models.movenet||(this.config.body.enabled&&this.config.body.modelPath.includes("movenet")?s3(this.config):null),this.models.nanodet||(this.config.object.enabled&&this.config.object.modelPath.includes("nanodet")?l3(this.config):null),this.models.centernet||(this.config.object.enabled&&this.config.object.modelPath.includes("centernet")?h3(this.config):null),this.models.faceres||(this.config.face.enabled&&this.config.face.description.enabled?Rb(this.config):null),this.models.segmentation||(this.config.segmentation.enabled?v0(this.config):null)]):(this.config.face.enabled&&!this.models.face&&(this.models.face=await Tb(this.config)),this.config.face.enabled&&this.config.face.emotion.enabled&&!this.models.emotion&&(this.models.emotion=await Eb(this.config)),this.config.hand.enabled&&!this.models.handpose&&(this.models.handpose=await Xb(this.config)),this.config.body.enabled&&!this.models.posenet&&this.config.body.modelPath.includes("posenet")&&(this.models.posenet=await Ub(this.config)),this.config.body.enabled&&!this.models.blazepose&&this.config.body.modelPath.includes("blazepose")&&(this.models.blazepose=await g0(this.config)),this.config.body.enabled&&!this.models.efficientpose&&this.config.body.modelPath.includes("efficientpose")&&(this.models.efficientpose=await g0(this.config)),this.config.body.enabled&&!this.models.movenet&&this.config.body.modelPath.includes("movenet")&&(this.models.movenet=await s3(this.config)),this.config.object.enabled&&!this.models.nanodet&&this.config.object.modelPath.includes("nanodet")&&(this.models.nanodet=await l3(this.config)),this.config.object.enabled&&!this.models.centernet&&this.config.object.modelPath.includes("centernet")&&(this.models.centernet=await h3(this.config)),this.config.face.enabled&&this.config.face.description.enabled&&!this.models.faceres&&(this.models.faceres=await Rb(this.config)),this.config.segmentation.enabled&&!this.models.segmentation&&(this.models.segmentation=await v0(this.config))),Fn(this,ki)&&(this.config.debug&&me("tf engine state:",this.tf.engine().state.numBytes,"bytes",this.tf.engine().state.numTensors,"tensors"),Qr(this,ki,!1));let r=Math.trunc(at()-n);r>(this.performance.load||0)&&(this.performance.load=r)}async detect(t,n){return new Promise(async r=>{this.state="config";let s,a;this.config=lr(this.config,n),this.state="check";let o=Fn(this,I0).call(this,t);o&&(me(o,t),r({error:o}));let i=at();await Fn(this,$h).call(this),await this.load(),s=at();let l=wi(t,this.config);if(this.performance.image=Math.trunc(at()-s),this.analyze("Get Image:"),this.config.segmentation.enabled&&l&&l.tensor&&(this.analyze("Start Segmentation:"),this.state="run:segmentation",s=at(),await A3(l),a=Math.trunc(at()-s),a>0&&(this.performance.segmentation=a),l.canvas&&(l.tensor.dispose(),l=wi(l.canvas,this.config)),this.analyze("End Segmentation:")),!l||!l.tensor){me("could not convert input to tensor"),r({error:"could not convert input to tensor"});return}s=at(),this.config.skipFrame=await Fn(this,S0).call(this,l.tensor),this.performance.frames||(this.performance.frames=0),this.performance.cached||(this.performance.cached=0),this.performance.frames++,this.config.skipFrame&&this.performance.cached++,this.performance.changed=Math.trunc(at()-s),this.analyze("Check Changed:");let u,c,d,h;this.config.async?(u=this.config.face.enabled?Ob(this,l.tensor):[],this.performance.face&&delete this.performance.face):(this.state="run:face",s=at(),u=this.config.face.enabled?await Ob(this,l.tensor):[],a=Math.trunc(at()-s),a>0&&(this.performance.face=a)),this.analyze("Start Body:"),this.config.async?(this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?Vb(l.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?Zb(l.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?e3(l.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?a3(l.tensor,this.config):[]),this.performance.body&&delete this.performance.body):(this.state="run:body",s=at(),this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?await Vb(l.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?await Zb(l.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?await e3(l.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?await a3(l.tensor,this.config):[]),a=Math.trunc(at()-s),a>0&&(this.performance.body=a)),this.analyze("End Body:"),this.analyze("Start Hand:"),this.config.async?(d=this.config.hand.enabled?Kb(l.tensor,this.config):[],this.performance.hand&&delete this.performance.hand):(this.state="run:hand",s=at(),d=this.config.hand.enabled?await Kb(l.tensor,this.config):[],a=Math.trunc(at()-s),a>0&&(this.performance.hand=a)),this.analyze("End Hand:"),this.analyze("Start Object:"),this.config.async?(this.config.object.modelPath.includes("nanodet")?h=this.config.object.enabled?u3(l.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(h=this.config.object.enabled?p3(l.tensor,this.config):[]),this.performance.object&&delete this.performance.object):(this.state="run:object",s=at(),this.config.object.modelPath.includes("nanodet")?h=this.config.object.enabled?await u3(l.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(h=this.config.object.enabled?await p3(l.tensor,this.config):[]),a=Math.trunc(at()-s),a>0&&(this.performance.object=a)),this.analyze("End Object:"),this.config.async&&([u,c,d,h]=await Promise.all([u,c,d,h]));let p=[];this.config.gesture.enabled&&(s=at(),p=[...e_(u),...Q$(c),...n_(d),...t_(u)],this.config.async?this.performance.gesture&&delete this.performance.gesture:this.performance.gesture=Math.trunc(at()-s)),this.performance.total=Math.trunc(at()-i),this.state="idle",this.result={face:u,body:c,hand:d,gesture:p,object:h,performance:this.performance,canvas:l.canvas,timestamp:Date.now(),get persons(){var f;return u_(u,c,d,p,(f=l==null?void 0:l.tensor)==null?void 0:f.shape)}},Ve(l.tensor),r(this.result)})}async warmup(t){let n=at();if(t&&(this.config=lr(this.config,t)),!this.config.warmup||this.config.warmup==="none")return{error:"null"};let r;typeof createImageBitmap=="function"?r=await Fn(this,T0).call(this):typeof Image!="undefined"?r=await Fn(this,N0).call(this):r=await Fn(this,C0).call(this);let s=at();return this.config.debug&&me("Warmup",this.config.warmup,Math.round(s-n),"ms",r),r}};Du=new WeakMap,Ch=new WeakMap,Eh=new WeakMap,ki=new WeakMap,Ii=new WeakMap,Fu=new WeakMap,I0=new WeakMap,$h=new WeakMap,S0=new WeakMap,T0=new WeakMap,N0=new WeakMap,C0=new WeakMap;export{hwe as Human,hwe as default};
 /**
  * @license
  * Copyright 2017 Google LLC. All Rights Reserved.
diff --git a/dist/human.js b/dist/human.js
index 4cff214b..528227e0 100644
--- a/dist/human.js
+++ b/dist/human.js
@@ -5012,7 +5012,7 @@ AAAAAAJAAAAAAAAAAAAAABAJEAAAAAAAAAAAAAAAIEoBKAAAAAAAAAAAAAAABAlAAAAAAAIAAAAA
 BAkBAkBAkBAlACEgMZjdjbFW8bWrEx8YWANb6Fp+bfwab+vLDKMFK9qxH5L0bAr8OPRPKz2AY7J2
 SbAjYZAI2E7AIEgIEgIEgMdkSy2NgY7MdlmyNoBXsxmFuyNgVTVjNV3KjlBRNTlXTVHKCrlIqt5T
 lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
-2Q==`;var h_="2.0.2";var Du,Ch,Eh,ki,Ii,Fu,I0,$h,S0,T0,N0,C0,p_=class{constructor(t){Ir(this,Du,void 0);Ir(this,Ch,void 0);Ir(this,Eh,void 0);Ir(this,ki,void 0);Ir(this,Ii,void 0);Ir(this,Fu,void 0);this.analyze=(...t)=>{if(!Fn(this,Ch))return;let n=this.tf.engine().state.numTensors,r=Fn(this,Du);Qr(this,Du,n);let s=n-r;s!==0&&me(...t,s)};Ir(this,I0,t=>{if(!Fn(this,Eh))return null;if(!t)return"input is not defined";if(this.tf.ENV.flags.IS_NODE&&!(t instanceof Tt))return"input must be a tensor";try{this.tf.getBackend()}catch(n){return"backend not loaded"}return null});Ir(this,$h,async(t=!1)=>{var n;if(this.config.backend&&this.config.backend.length>0&&t||this.tf.getBackend()!==this.config.backend){let r=at();if(this.state="backend",this.config.backend&&this.config.backend.length>0){if(typeof window=="undefined"&&typeof WorkerGlobalScope!="undefined"&&this.config.debug&&me("running inside web worker"),this.tf.ENV.flags.IS_BROWSER&&this.config.backend==="tensorflow"&&(this.config.backend="webgl"),this.tf.ENV.flags.IS_NODE&&(this.config.backend==="webgl"||this.config.backend==="humangl")&&(this.config.backend="tensorflow"),this.config.debug&&me("setting backend:",this.config.backend),this.config.backend==="wasm"){if(this.config.debug&&me("wasm path:",this.config.wasmPath),typeof((n=this.tf)==null?void 0:n.setWasmPaths)!="undefined")this.tf.setWasmPaths(this.config.wasmPath);else throw new Error("Human: WASM backend is not loaded");let s=await this.tf.env().getAsync("WASM_HAS_SIMD_SUPPORT"),a=await this.tf.env().getAsync("WASM_HAS_MULTITHREAD_SUPPORT");this.config.debug&&me(`wasm execution: ${s?"SIMD":"no SIMD"} ${a?"multithreaded":"singlethreaded"}`),this.config.debug&&!s&&me("warning: wasm simd support is not enabled")}this.config.backend==="humangl"&&p$();try{await this.tf.setBackend(this.config.backend)}catch(s){me("error: cannot set backend:",this.config.backend,s)}}if(this.tf.enableProdMode(),this.tf.getBackend()==="webgl"||this.tf.getBackend()==="humangl"){this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS",!1),this.tf.ENV.set("WEBGL_CPU_FORWARD",!0),this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV",!0),typeof this.config.deallocate!="undefined"&&this.config.deallocate&&(me("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:",!0),this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD",0));let s=await this.tf.backend().getGPGPUContext().gl;this.config.debug&&me(`gl version:${s.getParameter(s.VERSION)} renderer:${s.getParameter(s.RENDERER)}`)}await this.tf.ready(),this.performance.backend=Math.trunc(at()-r)}});this.next=t=>c_(t||this.result);Ir(this,S0,async t=>{if(this.config.cacheSensitivity===0)return!1;let n=32,r=t.resizeBilinear([Math.trunc(t.shape[1]/n),Math.trunc(t.shape[2]/n)]),s=r.dataSync(),a=0;for(let l=0;l<s.length/3;l++)a+=s[3*l+2];r.dispose();let o=100*(Math.max(a,Fn(this,Ii))/Math.min(a,Fn(this,Ii))-1);Qr(this,Ii,a);let i=o<Math.max(this.config.cacheSensitivity,Fn(this,Fu));return Qr(this,Fu,o>10*this.config.cacheSensitivity?0:o),i});Ir(this,T0,async()=>{let t=(s,a="application/octet-stream")=>fetch(`data:${a};base64,${s}`).then(o=>o.blob()),n,r;switch(this.config.warmup){case"face":n=await t(w0);break;case"full":n=await t(k0);break;default:n=null}if(n){let s=await createImageBitmap(n);r=await this.detect(s,this.config),s.close()}return r});Ir(this,N0,async()=>new Promise(t=>{let n,r=0;switch(this.config.warmup){case"face":r=256,n="data:image/jpeg;base64,"+w0;break;case"full":case"body":r=1200,n="data:image/jpeg;base64,"+k0;break;default:n=null}let s=new Image;s.onload=async()=>{let a=typeof OffscreenCanvas!="undefined"?new OffscreenCanvas(r,r):document.createElement("canvas");a.width=s.naturalWidth,a.height=s.naturalHeight;let o=a.getContext("2d");o==null||o.drawImage(s,0,0);let i=await this.detect(a,this.config);t(i)},n?s.src=n:t(null)}));Ir(this,C0,async()=>{let t=s=>Buffer.from(s,"base64"),n;if(this.config.warmup==="face"&&(n=t(w0)),(this.config.warmup==="body"||this.config.warmup==="full")&&(n=t(k0)),!n)return null;let r;if(typeof void 0!="undefined"){let s=(void 0).decodeJpeg(n),a=s.expandDims(0);this.tf.dispose(s),r=await this.detect(a,this.config),this.tf.dispose(a)}else this.config.debug&&me("Warmup tfjs-node not loaded");return r});this.config=lr(F3,t||{}),this.tf=bh,this.draw=y3,this.version=h_,this.state="idle",Qr(this,Du,0),Qr(this,Ch,!1),Qr(this,Eh,!1),Qr(this,ki,!0),Qr(this,Fu,0),this.performance={backend:0,load:0,image:0,frames:0,cached:0,changed:0,total:0,draw:0},this.models={face:null,posenet:null,blazepose:null,efficientpose:null,movenet:null,handpose:null,age:null,gender:null,emotion:null,embedding:null,nanodet:null,centernet:null,faceres:null,segmentation:null},this.image=n=>wi(n,this.config),this.faceTriangulation=T$,this.faceUVMap=N$,this.sysinfo=M3(),Qr(this,Ii,1)}similarity(t,n){return Fb(t,n)}segmentation(t,n){return d_(t,n,this.config)}enhance(t){return Mb(t)}match(t,n,r=0){return $$(t,n,r)}async load(t){this.state="load";let n=at();t&&(this.config=lr(this.config,t)),Fn(this,ki)&&(this.config.debug&&me(`version: ${this.version}`),this.config.debug&&me(`tfjs version: ${this.tf.version_core}`),this.config.debug&&me("platform:",this.sysinfo.platform),this.config.debug&&me("agent:",this.sysinfo.agent),await Fn(this,$h).call(this,!0),this.tf.ENV.flags.IS_BROWSER&&(this.config.debug&&me("configuration:",this.config),this.config.debug&&me("tf flags:",this.tf.ENV.flags))),this.config.async?[this.models.face,this.models.emotion,this.models.handpose,this.models.posenet,this.models.blazepose,this.models.efficientpose,this.models.movenet,this.models.nanodet,this.models.centernet,this.models.faceres,this.models.segmentation]=await Promise.all([this.models.face||(this.config.face.enabled?Nb(this.config):null),this.models.emotion||(this.config.face.enabled&&this.config.face.emotion.enabled?$b(this.config):null),this.models.handpose||(this.config.hand.enabled?Zb(this.config):null),this.models.posenet||(this.config.body.enabled&&this.config.body.modelPath.includes("posenet")?Hb(this.config):null),this.models.blazepose||(this.config.body.enabled&&this.config.body.modelPath.includes("blazepose")?g0(this.config):null),this.models.efficientpose||(this.config.body.enabled&&this.config.body.modelPath.includes("efficientpose")?J$(this.config):null),this.models.movenet||(this.config.body.enabled&&this.config.body.modelPath.includes("movenet")?a3(this.config):null),this.models.nanodet||(this.config.object.enabled&&this.config.object.modelPath.includes("nanodet")?u3(this.config):null),this.models.centernet||(this.config.object.enabled&&this.config.object.modelPath.includes("centernet")?p3(this.config):null),this.models.faceres||(this.config.face.enabled&&this.config.face.description.enabled?Db(this.config):null),this.models.segmentation||(this.config.segmentation.enabled?v0(this.config):null)]):(this.config.face.enabled&&!this.models.face&&(this.models.face=await Nb(this.config)),this.config.face.enabled&&this.config.face.emotion.enabled&&!this.models.emotion&&(this.models.emotion=await $b(this.config)),this.config.hand.enabled&&!this.models.handpose&&(this.models.handpose=await Zb(this.config)),this.config.body.enabled&&!this.models.posenet&&this.config.body.modelPath.includes("posenet")&&(this.models.posenet=await Hb(this.config)),this.config.body.enabled&&!this.models.blazepose&&this.config.body.modelPath.includes("blazepose")&&(this.models.blazepose=await g0(this.config)),this.config.body.enabled&&!this.models.efficientpose&&this.config.body.modelPath.includes("efficientpose")&&(this.models.efficientpose=await g0(this.config)),this.config.body.enabled&&!this.models.movenet&&this.config.body.modelPath.includes("movenet")&&(this.models.movenet=await a3(this.config)),this.config.object.enabled&&!this.models.nanodet&&this.config.object.modelPath.includes("nanodet")&&(this.models.nanodet=await u3(this.config)),this.config.object.enabled&&!this.models.centernet&&this.config.object.modelPath.includes("centernet")&&(this.models.centernet=await p3(this.config)),this.config.face.enabled&&this.config.face.description.enabled&&!this.models.faceres&&(this.models.faceres=await Db(this.config)),this.config.segmentation.enabled&&!this.models.segmentation&&(this.models.segmentation=await v0(this.config))),Fn(this,ki)&&(this.config.debug&&me("tf engine state:",this.tf.engine().state.numBytes,"bytes",this.tf.engine().state.numTensors,"tensors"),Qr(this,ki,!1));let r=Math.trunc(at()-n);r>(this.performance.load||0)&&(this.performance.load=r)}async detect(t,n){return new Promise(async r=>{this.state="config";let s,a;this.config=lr(this.config,n),this.state="check";let o=Fn(this,I0).call(this,t);o&&(me(o,t),r({error:o}));let i=at();await Fn(this,$h).call(this),await this.load(),s=at();let l=wi(t,this.config);if(this.performance.image=Math.trunc(at()-s),this.analyze("Get Image:"),this.config.segmentation.enabled&&l&&l.tensor&&(this.analyze("Start Segmentation:"),this.state="run:segmentation",s=at(),await x3(l),a=Math.trunc(at()-s),a>0&&(this.performance.segmentation=a),l.canvas&&(l.tensor.dispose(),l=wi(l.canvas,this.config)),this.analyze("End Segmentation:")),!l||!l.tensor){me("could not convert input to tensor"),r({error:"could not convert input to tensor"});return}s=at(),this.config.skipFrame=await Fn(this,S0).call(this,l.tensor),this.performance.frames||(this.performance.frames=0),this.performance.cached||(this.performance.cached=0),this.performance.frames++,this.config.skipFrame&&this.performance.cached++,this.performance.changed=Math.trunc(at()-s),this.analyze("Check Changed:");let u,c,d,h;this.config.async?(u=this.config.face.enabled?Pb(this,l.tensor):[],this.performance.face&&delete this.performance.face):(this.state="run:face",s=at(),u=this.config.face.enabled?await Pb(this,l.tensor):[],a=Math.trunc(at()-s),a>0&&(this.performance.face=a)),this.analyze("Start Body:"),this.config.async?(this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?Ub(l.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?Yb(l.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?t3(l.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?o3(l.tensor,this.config):[]),this.performance.body&&delete this.performance.body):(this.state="run:body",s=at(),this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?await Ub(l.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?await Yb(l.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?await t3(l.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?await o3(l.tensor,this.config):[]),a=Math.trunc(at()-s),a>0&&(this.performance.body=a)),this.analyze("End Body:"),this.analyze("Start Hand:"),this.config.async?(d=this.config.hand.enabled?Xb(l.tensor,this.config):[],this.performance.hand&&delete this.performance.hand):(this.state="run:hand",s=at(),d=this.config.hand.enabled?await Xb(l.tensor,this.config):[],a=Math.trunc(at()-s),a>0&&(this.performance.hand=a)),this.analyze("End Hand:"),this.analyze("Start Object:"),this.config.async?(this.config.object.modelPath.includes("nanodet")?h=this.config.object.enabled?c3(l.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(h=this.config.object.enabled?f3(l.tensor,this.config):[]),this.performance.object&&delete this.performance.object):(this.state="run:object",s=at(),this.config.object.modelPath.includes("nanodet")?h=this.config.object.enabled?await c3(l.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(h=this.config.object.enabled?await f3(l.tensor,this.config):[]),a=Math.trunc(at()-s),a>0&&(this.performance.object=a)),this.analyze("End Object:"),this.config.async&&([u,c,d,h]=await Promise.all([u,c,d,h]));let p=[];this.config.gesture.enabled&&(s=at(),p=[...e_(u),...Q$(c),...n_(d),...t_(u)],this.config.async?this.performance.gesture&&delete this.performance.gesture:this.performance.gesture=Math.trunc(at()-s)),this.performance.total=Math.trunc(at()-i),this.state="idle",this.result={face:u,body:c,hand:d,gesture:p,object:h,performance:this.performance,canvas:l.canvas,timestamp:Date.now(),get persons(){var f;return u_(u,c,d,p,(f=l==null?void 0:l.tensor)==null?void 0:f.shape)}},Ve(l.tensor),r(this.result)})}async warmup(t){let n=at();if(t&&(this.config=lr(this.config,t)),!this.config.warmup||this.config.warmup==="none")return{error:"null"};let r;typeof createImageBitmap=="function"?r=await Fn(this,T0).call(this):typeof Image!="undefined"?r=await Fn(this,N0).call(this):r=await Fn(this,C0).call(this);let s=at();return this.config.debug&&me("Warmup",this.config.warmup,Math.round(s-n),"ms",r),r}};Du=new WeakMap,Ch=new WeakMap,Eh=new WeakMap,ki=new WeakMap,Ii=new WeakMap,Fu=new WeakMap,I0=new WeakMap,$h=new WeakMap,S0=new WeakMap,T0=new WeakMap,N0=new WeakMap,C0=new WeakMap;return pwe;})();
+2Q==`;var h_="2.0.3";var Du,Ch,Eh,ki,Ii,Fu,I0,$h,S0,T0,N0,C0,p_=class{constructor(t){Ir(this,Du,void 0);Ir(this,Ch,void 0);Ir(this,Eh,void 0);Ir(this,ki,void 0);Ir(this,Ii,void 0);Ir(this,Fu,void 0);this.analyze=(...t)=>{if(!Fn(this,Ch))return;let n=this.tf.engine().state.numTensors,r=Fn(this,Du);Qr(this,Du,n);let s=n-r;s!==0&&me(...t,s)};Ir(this,I0,t=>{if(!Fn(this,Eh))return null;if(!t)return"input is not defined";if(this.tf.ENV.flags.IS_NODE&&!(t instanceof Tt))return"input must be a tensor";try{this.tf.getBackend()}catch(n){return"backend not loaded"}return null});Ir(this,$h,async(t=!1)=>{var n;if(this.config.backend&&this.config.backend.length>0&&t||this.tf.getBackend()!==this.config.backend){let r=at();if(this.state="backend",this.config.backend&&this.config.backend.length>0){if(typeof window=="undefined"&&typeof WorkerGlobalScope!="undefined"&&this.config.debug&&me("running inside web worker"),this.tf.ENV.flags.IS_BROWSER&&this.config.backend==="tensorflow"&&(this.config.backend="webgl"),this.tf.ENV.flags.IS_NODE&&(this.config.backend==="webgl"||this.config.backend==="humangl")&&(this.config.backend="tensorflow"),this.config.debug&&me("setting backend:",this.config.backend),this.config.backend==="wasm"){if(this.config.debug&&me("wasm path:",this.config.wasmPath),typeof((n=this.tf)==null?void 0:n.setWasmPaths)!="undefined")this.tf.setWasmPaths(this.config.wasmPath);else throw new Error("Human: WASM backend is not loaded");let s=await this.tf.env().getAsync("WASM_HAS_SIMD_SUPPORT"),a=await this.tf.env().getAsync("WASM_HAS_MULTITHREAD_SUPPORT");this.config.debug&&me(`wasm execution: ${s?"SIMD":"no SIMD"} ${a?"multithreaded":"singlethreaded"}`),this.config.debug&&!s&&me("warning: wasm simd support is not enabled")}this.config.backend==="humangl"&&p$();try{await this.tf.setBackend(this.config.backend)}catch(s){me("error: cannot set backend:",this.config.backend,s)}}if(this.tf.enableProdMode(),this.tf.getBackend()==="webgl"||this.tf.getBackend()==="humangl"){this.tf.ENV.set("CHECK_COMPUTATION_FOR_ERRORS",!1),this.tf.ENV.set("WEBGL_CPU_FORWARD",!0),this.tf.ENV.set("WEBGL_PACK_DEPTHWISECONV",!0),typeof this.config.deallocate!="undefined"&&this.config.deallocate&&(me("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:",!0),this.tf.ENV.set("WEBGL_DELETE_TEXTURE_THRESHOLD",0));let s=await this.tf.backend().getGPGPUContext().gl;this.config.debug&&me(`gl version:${s.getParameter(s.VERSION)} renderer:${s.getParameter(s.RENDERER)}`)}await this.tf.ready(),this.performance.backend=Math.trunc(at()-r)}});this.next=t=>c_(t||this.result);Ir(this,S0,async t=>{if(this.config.cacheSensitivity===0)return!1;let n=32,r=t.resizeBilinear([Math.trunc(t.shape[1]/n),Math.trunc(t.shape[2]/n)]),s=r.dataSync(),a=0;for(let l=0;l<s.length/3;l++)a+=s[3*l+2];r.dispose();let o=100*(Math.max(a,Fn(this,Ii))/Math.min(a,Fn(this,Ii))-1);Qr(this,Ii,a);let i=o<Math.max(this.config.cacheSensitivity,Fn(this,Fu));return Qr(this,Fu,o>10*this.config.cacheSensitivity?0:o),i});Ir(this,T0,async()=>{let t=(s,a="application/octet-stream")=>fetch(`data:${a};base64,${s}`).then(o=>o.blob()),n,r;switch(this.config.warmup){case"face":n=await t(w0);break;case"full":n=await t(k0);break;default:n=null}if(n){let s=await createImageBitmap(n);r=await this.detect(s,this.config),s.close()}return r});Ir(this,N0,async()=>new Promise(t=>{let n,r=0;switch(this.config.warmup){case"face":r=256,n="data:image/jpeg;base64,"+w0;break;case"full":case"body":r=1200,n="data:image/jpeg;base64,"+k0;break;default:n=null}let s=new Image;s.onload=async()=>{let a=typeof OffscreenCanvas!="undefined"?new OffscreenCanvas(r,r):document.createElement("canvas");a.width=s.naturalWidth,a.height=s.naturalHeight;let o=a.getContext("2d");o==null||o.drawImage(s,0,0);let i=await this.detect(a,this.config);t(i)},n?s.src=n:t(null)}));Ir(this,C0,async()=>{let t=s=>Buffer.from(s,"base64"),n;if(this.config.warmup==="face"&&(n=t(w0)),(this.config.warmup==="body"||this.config.warmup==="full")&&(n=t(k0)),!n)return null;let r;if(typeof void 0!="undefined"){let s=(void 0).decodeJpeg(n),a=s.expandDims(0);this.tf.dispose(s),r=await this.detect(a,this.config),this.tf.dispose(a)}else this.config.debug&&me("Warmup tfjs-node not loaded");return r});this.config=lr(F3,t||{}),this.tf=bh,this.draw=y3,this.version=h_,this.state="idle",Qr(this,Du,0),Qr(this,Ch,!1),Qr(this,Eh,!1),Qr(this,ki,!0),Qr(this,Fu,0),this.performance={backend:0,load:0,image:0,frames:0,cached:0,changed:0,total:0,draw:0},this.models={face:null,posenet:null,blazepose:null,efficientpose:null,movenet:null,handpose:null,age:null,gender:null,emotion:null,embedding:null,nanodet:null,centernet:null,faceres:null,segmentation:null},this.image=n=>wi(n,this.config),this.faceTriangulation=T$,this.faceUVMap=N$,this.sysinfo=M3(),Qr(this,Ii,1)}similarity(t,n){return Fb(t,n)}segmentation(t,n){return d_(t,n,this.config)}enhance(t){return Mb(t)}match(t,n,r=0){return $$(t,n,r)}async load(t){this.state="load";let n=at();t&&(this.config=lr(this.config,t)),Fn(this,ki)&&(this.config.debug&&me(`version: ${this.version}`),this.config.debug&&me(`tfjs version: ${this.tf.version_core}`),this.config.debug&&me("platform:",this.sysinfo.platform),this.config.debug&&me("agent:",this.sysinfo.agent),await Fn(this,$h).call(this,!0),this.tf.ENV.flags.IS_BROWSER&&(this.config.debug&&me("configuration:",this.config),this.config.debug&&me("tf flags:",this.tf.ENV.flags))),this.config.async?[this.models.face,this.models.emotion,this.models.handpose,this.models.posenet,this.models.blazepose,this.models.efficientpose,this.models.movenet,this.models.nanodet,this.models.centernet,this.models.faceres,this.models.segmentation]=await Promise.all([this.models.face||(this.config.face.enabled?Nb(this.config):null),this.models.emotion||(this.config.face.enabled&&this.config.face.emotion.enabled?$b(this.config):null),this.models.handpose||(this.config.hand.enabled?Zb(this.config):null),this.models.posenet||(this.config.body.enabled&&this.config.body.modelPath.includes("posenet")?Hb(this.config):null),this.models.blazepose||(this.config.body.enabled&&this.config.body.modelPath.includes("blazepose")?g0(this.config):null),this.models.efficientpose||(this.config.body.enabled&&this.config.body.modelPath.includes("efficientpose")?J$(this.config):null),this.models.movenet||(this.config.body.enabled&&this.config.body.modelPath.includes("movenet")?a3(this.config):null),this.models.nanodet||(this.config.object.enabled&&this.config.object.modelPath.includes("nanodet")?u3(this.config):null),this.models.centernet||(this.config.object.enabled&&this.config.object.modelPath.includes("centernet")?p3(this.config):null),this.models.faceres||(this.config.face.enabled&&this.config.face.description.enabled?Db(this.config):null),this.models.segmentation||(this.config.segmentation.enabled?v0(this.config):null)]):(this.config.face.enabled&&!this.models.face&&(this.models.face=await Nb(this.config)),this.config.face.enabled&&this.config.face.emotion.enabled&&!this.models.emotion&&(this.models.emotion=await $b(this.config)),this.config.hand.enabled&&!this.models.handpose&&(this.models.handpose=await Zb(this.config)),this.config.body.enabled&&!this.models.posenet&&this.config.body.modelPath.includes("posenet")&&(this.models.posenet=await Hb(this.config)),this.config.body.enabled&&!this.models.blazepose&&this.config.body.modelPath.includes("blazepose")&&(this.models.blazepose=await g0(this.config)),this.config.body.enabled&&!this.models.efficientpose&&this.config.body.modelPath.includes("efficientpose")&&(this.models.efficientpose=await g0(this.config)),this.config.body.enabled&&!this.models.movenet&&this.config.body.modelPath.includes("movenet")&&(this.models.movenet=await a3(this.config)),this.config.object.enabled&&!this.models.nanodet&&this.config.object.modelPath.includes("nanodet")&&(this.models.nanodet=await u3(this.config)),this.config.object.enabled&&!this.models.centernet&&this.config.object.modelPath.includes("centernet")&&(this.models.centernet=await p3(this.config)),this.config.face.enabled&&this.config.face.description.enabled&&!this.models.faceres&&(this.models.faceres=await Db(this.config)),this.config.segmentation.enabled&&!this.models.segmentation&&(this.models.segmentation=await v0(this.config))),Fn(this,ki)&&(this.config.debug&&me("tf engine state:",this.tf.engine().state.numBytes,"bytes",this.tf.engine().state.numTensors,"tensors"),Qr(this,ki,!1));let r=Math.trunc(at()-n);r>(this.performance.load||0)&&(this.performance.load=r)}async detect(t,n){return new Promise(async r=>{this.state="config";let s,a;this.config=lr(this.config,n),this.state="check";let o=Fn(this,I0).call(this,t);o&&(me(o,t),r({error:o}));let i=at();await Fn(this,$h).call(this),await this.load(),s=at();let l=wi(t,this.config);if(this.performance.image=Math.trunc(at()-s),this.analyze("Get Image:"),this.config.segmentation.enabled&&l&&l.tensor&&(this.analyze("Start Segmentation:"),this.state="run:segmentation",s=at(),await x3(l),a=Math.trunc(at()-s),a>0&&(this.performance.segmentation=a),l.canvas&&(l.tensor.dispose(),l=wi(l.canvas,this.config)),this.analyze("End Segmentation:")),!l||!l.tensor){me("could not convert input to tensor"),r({error:"could not convert input to tensor"});return}s=at(),this.config.skipFrame=await Fn(this,S0).call(this,l.tensor),this.performance.frames||(this.performance.frames=0),this.performance.cached||(this.performance.cached=0),this.performance.frames++,this.config.skipFrame&&this.performance.cached++,this.performance.changed=Math.trunc(at()-s),this.analyze("Check Changed:");let u,c,d,h;this.config.async?(u=this.config.face.enabled?Pb(this,l.tensor):[],this.performance.face&&delete this.performance.face):(this.state="run:face",s=at(),u=this.config.face.enabled?await Pb(this,l.tensor):[],a=Math.trunc(at()-s),a>0&&(this.performance.face=a)),this.analyze("Start Body:"),this.config.async?(this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?Ub(l.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?Yb(l.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?t3(l.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?o3(l.tensor,this.config):[]),this.performance.body&&delete this.performance.body):(this.state="run:body",s=at(),this.config.body.modelPath.includes("posenet")?c=this.config.body.enabled?await Ub(l.tensor,this.config):[]:this.config.body.modelPath.includes("blazepose")?c=this.config.body.enabled?await Yb(l.tensor,this.config):[]:this.config.body.modelPath.includes("efficientpose")?c=this.config.body.enabled?await t3(l.tensor,this.config):[]:this.config.body.modelPath.includes("movenet")&&(c=this.config.body.enabled?await o3(l.tensor,this.config):[]),a=Math.trunc(at()-s),a>0&&(this.performance.body=a)),this.analyze("End Body:"),this.analyze("Start Hand:"),this.config.async?(d=this.config.hand.enabled?Xb(l.tensor,this.config):[],this.performance.hand&&delete this.performance.hand):(this.state="run:hand",s=at(),d=this.config.hand.enabled?await Xb(l.tensor,this.config):[],a=Math.trunc(at()-s),a>0&&(this.performance.hand=a)),this.analyze("End Hand:"),this.analyze("Start Object:"),this.config.async?(this.config.object.modelPath.includes("nanodet")?h=this.config.object.enabled?c3(l.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(h=this.config.object.enabled?f3(l.tensor,this.config):[]),this.performance.object&&delete this.performance.object):(this.state="run:object",s=at(),this.config.object.modelPath.includes("nanodet")?h=this.config.object.enabled?await c3(l.tensor,this.config):[]:this.config.object.modelPath.includes("centernet")&&(h=this.config.object.enabled?await f3(l.tensor,this.config):[]),a=Math.trunc(at()-s),a>0&&(this.performance.object=a)),this.analyze("End Object:"),this.config.async&&([u,c,d,h]=await Promise.all([u,c,d,h]));let p=[];this.config.gesture.enabled&&(s=at(),p=[...e_(u),...Q$(c),...n_(d),...t_(u)],this.config.async?this.performance.gesture&&delete this.performance.gesture:this.performance.gesture=Math.trunc(at()-s)),this.performance.total=Math.trunc(at()-i),this.state="idle",this.result={face:u,body:c,hand:d,gesture:p,object:h,performance:this.performance,canvas:l.canvas,timestamp:Date.now(),get persons(){var f;return u_(u,c,d,p,(f=l==null?void 0:l.tensor)==null?void 0:f.shape)}},Ve(l.tensor),r(this.result)})}async warmup(t){let n=at();if(t&&(this.config=lr(this.config,t)),!this.config.warmup||this.config.warmup==="none")return{error:"null"};let r;typeof createImageBitmap=="function"?r=await Fn(this,T0).call(this):typeof Image!="undefined"?r=await Fn(this,N0).call(this):r=await Fn(this,C0).call(this);let s=at();return this.config.debug&&me("Warmup",this.config.warmup,Math.round(s-n),"ms",r),r}};Du=new WeakMap,Ch=new WeakMap,Eh=new WeakMap,ki=new WeakMap,Ii=new WeakMap,Fu=new WeakMap,I0=new WeakMap,$h=new WeakMap,S0=new WeakMap,T0=new WeakMap,N0=new WeakMap,C0=new WeakMap;return pwe;})();
 /**
  * @license
  * Copyright 2017 Google LLC. All Rights Reserved.
diff --git a/dist/human.node-gpu.js b/dist/human.node-gpu.js
index 60a361e1..297786bf 100644
--- a/dist/human.node-gpu.js
+++ b/dist/human.node-gpu.js
@@ -11269,7 +11269,7 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
 2Q==`;
 
 // package.json
-var version = "2.0.2";
+var version = "2.0.3";
 
 // src/human.ts
 var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode;
diff --git a/dist/human.node-wasm.js b/dist/human.node-wasm.js
index 816a16f9..4e0f25bf 100644
--- a/dist/human.node-wasm.js
+++ b/dist/human.node-wasm.js
@@ -11270,7 +11270,7 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
 2Q==`;
 
 // package.json
-var version = "2.0.2";
+var version = "2.0.3";
 
 // src/human.ts
 var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode;
diff --git a/dist/human.node.js b/dist/human.node.js
index 4787209b..d4b65d93 100644
--- a/dist/human.node.js
+++ b/dist/human.node.js
@@ -11269,7 +11269,7 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
 2Q==`;
 
 // package.json
-var version = "2.0.2";
+var version = "2.0.3";
 
 // src/human.ts
 var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _lastInputSum, _lastCacheDiff, _sanity, _checkBackend, _skipFrame, _warmupBitmap, _warmupCanvas, _warmupNode;
diff --git a/server/build.js b/server/build.js
index 0683708e..2b61ce86 100644
--- a/server/build.js
+++ b/server/build.js
@@ -255,7 +255,14 @@ if (require.main === module) {
   if (fs.existsSync(config.buildLog)) fs.unlinkSync(config.buildLog);
   log.logFile(config.buildLog);
   log.header();
-  log.info(`Toolchain: tfjs: ${tfjs.version} esbuild ${esbuild.version}; typescript ${typings.version}; typedoc: ${typedoc.version} eslint: ${lint.version}`);
+  const toolchain = {
+    tfjs: tfjs.version,
+    esbuild: esbuild.version,
+    typescript: typings.version,
+    typedoc: typedoc.version,
+    eslint: lint.version,
+  };
+  log.info('Toolchain: ', toolchain);
   clean();
   build('all', 'startup');
 } else {
diff --git a/server/build.log b/server/build.log
index d4a39acd..0c37daf7 100644
--- a/server/build.log
+++ b/server/build.log
@@ -1,22 +1,22 @@
-2021-06-14 10:20:53 INFO:  @vladmandic/human version 2.0.2 
-2021-06-14 10:20:53 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 
-2021-06-14 10:20:53 INFO:  Toolchain: tfjs: 3.7.0 esbuild 0.12.8; typescript 4.3.2; typedoc: 0.21.0-beta.2 eslint: 7.28.0 
-2021-06-14 10:20:53 INFO:  Clean: ["dist/*","types/*","typedoc/*"] 
-2021-06-14 10:20:53 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 
-2021-06-14 10:20:53 STATE:  target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-14 10:20:53 STATE:  target: node type: node: {"imports":41,"importBytes":430902,"outputBytes":376695,"outputFiles":"dist/human.node.js"} 
-2021-06-14 10:20:53 STATE:  target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-14 10:20:53 STATE:  target: nodeGPU type: node: {"imports":41,"importBytes":430910,"outputBytes":376699,"outputFiles":"dist/human.node-gpu.js"} 
-2021-06-14 10:20:53 STATE:  target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-14 10:20:53 STATE:  target: nodeWASM type: node: {"imports":41,"importBytes":430977,"outputBytes":376771,"outputFiles":"dist/human.node-wasm.js"} 
-2021-06-14 10:20:53 STATE:  target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2817,"outputBytes":1214,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-14 10:20:53 STATE:  target: browserNoBundle type: esm: {"imports":41,"importBytes":430813,"outputBytes":247896,"outputFiles":"dist/human.esm-nobundle.js"} 
-2021-06-14 10:20:54 STATE:  target: browserBundle type: tfjs: {"modules":1684,"moduleBytes":5720339,"imports":7,"importBytes":2817,"outputBytes":2817783,"outputFiles":"dist/tfjs.esm.js"} 
-2021-06-14 10:20:55 STATE:  target: browserBundle type: iife: {"imports":41,"importBytes":3247382,"outputBytes":1588289,"outputFiles":"dist/human.js"} 
-2021-06-14 10:20:55 STATE:  target: browserBundle type: esm: {"imports":41,"importBytes":3247382,"outputBytes":1588281,"outputFiles":"dist/human.esm.js"} 
-2021-06-14 10:20:55 INFO:  Running Linter: ["server/","src/","tfjs/","test/","demo/"] 
-2021-06-14 10:21:20 INFO:  Linter complete: files: 73 errors: 0 warnings: 0 
-2021-06-14 10:21:20 INFO:  Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"] 
-2021-06-14 10:21:20 INFO:  Generate Typings: ["src/human.ts"] outDir: ["types"] 
-2021-06-14 10:21:35 INFO:  Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"] 
-2021-06-14 10:21:48 INFO:  Documentation generated at /home/vlado/dev/human/typedoc 1 
+2021-06-18 07:23:48 INFO:  @vladmandic/human version 2.0.3 
+2021-06-18 07:23:49 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 
+2021-06-18 07:23:49 INFO:  Toolchain:  {"tfjs":"3.7.0","esbuild":"0.12.9","typescript":"4.3.4","typedoc":"0.21.0","eslint":"7.28.0"} 
+2021-06-18 07:23:49 INFO:  Clean: ["dist/*","types/*","typedoc/*"] 
+2021-06-18 07:23:49 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 
+2021-06-18 07:23:49 STATE:  target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-18 07:23:49 STATE:  target: node type: node: {"imports":41,"importBytes":430894,"outputBytes":376695,"outputFiles":"dist/human.node.js"} 
+2021-06-18 07:23:49 STATE:  target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-18 07:23:49 STATE:  target: nodeGPU type: node: {"imports":41,"importBytes":430902,"outputBytes":376699,"outputFiles":"dist/human.node-gpu.js"} 
+2021-06-18 07:23:49 STATE:  target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-18 07:23:49 STATE:  target: nodeWASM type: node: {"imports":41,"importBytes":430969,"outputBytes":376771,"outputFiles":"dist/human.node-wasm.js"} 
+2021-06-18 07:23:49 STATE:  target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2817,"outputBytes":1214,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-18 07:23:49 STATE:  target: browserNoBundle type: esm: {"imports":41,"importBytes":430805,"outputBytes":247896,"outputFiles":"dist/human.esm-nobundle.js"} 
+2021-06-18 07:23:49 STATE:  target: browserBundle type: tfjs: {"modules":1684,"moduleBytes":5720339,"imports":7,"importBytes":2817,"outputBytes":2817783,"outputFiles":"dist/tfjs.esm.js"} 
+2021-06-18 07:23:49 STATE:  target: browserBundle type: iife: {"imports":41,"importBytes":3247374,"outputBytes":1588289,"outputFiles":"dist/human.js"} 
+2021-06-18 07:23:50 STATE:  target: browserBundle type: esm: {"imports":41,"importBytes":3247374,"outputBytes":1588281,"outputFiles":"dist/human.esm.js"} 
+2021-06-18 07:23:50 INFO:  Running Linter: ["server/","src/","tfjs/","test/","demo/"] 
+2021-06-18 07:24:07 INFO:  Linter complete: files: 73 errors: 0 warnings: 0 
+2021-06-18 07:24:07 INFO:  Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"] 
+2021-06-18 07:24:07 INFO:  Generate Typings: ["src/human.ts"] outDir: ["types"] 
+2021-06-18 07:24:18 INFO:  Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"] 
+2021-06-18 07:24:27 INFO:  Documentation generated at /home/vlado/dev/human/typedoc 1 
diff --git a/test/test.log b/test/test.log
index 66507a76..eec7b025 100644
--- a/test/test.log
+++ b/test/test.log
@@ -1,169 +1,169 @@
-2021-06-08 07:02:23 INFO:  @vladmandic/human version 2.0.1 
-2021-06-08 07:02:23 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 
-2021-06-08 07:02:23 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
-2021-06-08 07:02:23 INFO:  test-node.js start 
-2021-06-08 07:02:24 STATE: test-node.js passed: create human 
-2021-06-08 07:02:24 INFO:  test-node.js human version: 2.0.1 
-2021-06-08 07:02:24 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0 
-2021-06-08 07:02:24 INFO:  test-node.js tfjs version: 3.7.0 
-2021-06-08 07:02:24 STATE: test-node.js passed: set backend: tensorflow 
-2021-06-08 07:02:24 STATE: test-node.js passed: load models 
-2021-06-08 07:02:24 STATE: test-node.js  result: defined models: 14 loaded models: 7 
-2021-06-08 07:02:24 STATE: test-node.js passed: warmup: none default 
-2021-06-08 07:02:26 STATE: test-node.js passed: warmup: face default 
-2021-06-08 07:02:26 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5} 
-2021-06-08 07:02:26 DATA:  test-node.js  result: performance: load: 395 total: 1282 
-2021-06-08 07:02:27 STATE: test-node.js passed: warmup: body default 
-2021-06-08 07:02:27 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
-2021-06-08 07:02:27 DATA:  test-node.js  result: performance: load: 395 total: 1188 
-2021-06-08 07:02:27 INFO:  test-node.js test body variants 
-2021-06-08 07:02:28 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:02:29 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 
-2021-06-08 07:02:29 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
-2021-06-08 07:02:29 DATA:  test-node.js  result: performance: load: 395 total: 778 
-2021-06-08 07:02:29 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:02:30 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 
-2021-06-08 07:02:30 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
-2021-06-08 07:02:30 DATA:  test-node.js  result: performance: load: 395 total: 209 
-2021-06-08 07:02:31 STATE: test-node.js passed: detect: random default 
-2021-06-08 07:02:31 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
-2021-06-08 07:02:31 DATA:  test-node.js  result: performance: load: 395 total: 672 
-2021-06-08 07:02:31 INFO:  test-node.js test: first instance 
-2021-06-08 07:02:31 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-06-08 07:02:32 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
-2021-06-08 07:02:32 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 
-2021-06-08 07:02:32 DATA:  test-node.js  result: performance: load: 395 total: 1010 
-2021-06-08 07:02:32 INFO:  test-node.js test: second instance 
-2021-06-08 07:02:32 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-06-08 07:02:33 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
-2021-06-08 07:02:33 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 
-2021-06-08 07:02:33 DATA:  test-node.js  result: performance: load: 5 total: 964 
-2021-06-08 07:02:33 INFO:  test-node.js test: concurrent 
-2021-06-08 07:02:33 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-06-08 07:02:33 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-06-08 07:02:34 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:02:35 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:02:40 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
-2021-06-08 07:02:40 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 
-2021-06-08 07:02:40 DATA:  test-node.js  result: performance: load: 395 total: 4742 
-2021-06-08 07:02:40 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
-2021-06-08 07:02:40 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 
-2021-06-08 07:02:40 DATA:  test-node.js  result: performance: load: 5 total: 4742 
-2021-06-08 07:02:40 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
-2021-06-08 07:02:40 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
-2021-06-08 07:02:40 DATA:  test-node.js  result: performance: load: 395 total: 4742 
-2021-06-08 07:02:40 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
-2021-06-08 07:02:40 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
-2021-06-08 07:02:40 DATA:  test-node.js  result: performance: load: 5 total: 4742 
-2021-06-08 07:02:40 INFO:  test-node.js test complete: 15811 ms 
-2021-06-08 07:02:40 INFO:  test-node-gpu.js start 
-2021-06-08 07:02:41 WARN:  test-node-gpu.js stderr: 2021-06-08 07:02:41.016735: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 
-2021-06-08 07:02:41 WARN:  test-node-gpu.js stderr: 2021-06-08 07:02:41.155087: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 
-2021-06-08 07:02:41 WARN:  test-node-gpu.js stderr: 2021-06-08 07:02:41.155117: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 
-2021-06-08 07:02:41 STATE: test-node-gpu.js passed: create human 
-2021-06-08 07:02:41 INFO:  test-node-gpu.js human version: 2.0.1 
-2021-06-08 07:02:41 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0 
-2021-06-08 07:02:41 INFO:  test-node-gpu.js tfjs version: 3.7.0 
-2021-06-08 07:02:41 STATE: test-node-gpu.js passed: set backend: tensorflow 
-2021-06-08 07:02:41 STATE: test-node-gpu.js passed: load models 
-2021-06-08 07:02:41 STATE: test-node-gpu.js  result: defined models: 14 loaded models: 7 
-2021-06-08 07:02:41 STATE: test-node-gpu.js passed: warmup: none default 
-2021-06-08 07:02:42 STATE: test-node-gpu.js passed: warmup: face default 
-2021-06-08 07:02:42 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5} 
-2021-06-08 07:02:42 DATA:  test-node-gpu.js  result: performance: load: 328 total: 1264 
-2021-06-08 07:02:44 STATE: test-node-gpu.js passed: warmup: body default 
-2021-06-08 07:02:44 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
-2021-06-08 07:02:44 DATA:  test-node-gpu.js  result: performance: load: 328 total: 1185 
-2021-06-08 07:02:44 INFO:  test-node-gpu.js test body variants 
-2021-06-08 07:02:44 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:02:45 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 
-2021-06-08 07:02:45 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
-2021-06-08 07:02:45 DATA:  test-node-gpu.js  result: performance: load: 328 total: 782 
-2021-06-08 07:02:46 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:02:46 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet 
-2021-06-08 07:02:46 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
-2021-06-08 07:02:46 DATA:  test-node-gpu.js  result: performance: load: 328 total: 207 
-2021-06-08 07:02:47 STATE: test-node-gpu.js passed: detect: random default 
-2021-06-08 07:02:47 DATA:  test-node-gpu.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
-2021-06-08 07:02:47 DATA:  test-node-gpu.js  result: performance: load: 328 total: 634 
-2021-06-08 07:02:47 INFO:  test-node-gpu.js test: first instance 
-2021-06-08 07:02:47 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-06-08 07:02:48 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
-2021-06-08 07:02:48 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 
-2021-06-08 07:02:48 DATA:  test-node-gpu.js  result: performance: load: 328 total: 1032 
-2021-06-08 07:02:48 INFO:  test-node-gpu.js test: second instance 
-2021-06-08 07:02:49 STATE: test-node-gpu.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-06-08 07:02:50 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
-2021-06-08 07:02:50 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 
-2021-06-08 07:02:50 DATA:  test-node-gpu.js  result: performance: load: 4 total: 996 
-2021-06-08 07:02:50 INFO:  test-node-gpu.js test: concurrent 
-2021-06-08 07:02:50 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-06-08 07:02:50 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-06-08 07:02:51 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:02:52 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:02:56 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
-2021-06-08 07:02:56 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 
-2021-06-08 07:02:56 DATA:  test-node-gpu.js  result: performance: load: 328 total: 4448 
-2021-06-08 07:02:56 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
-2021-06-08 07:02:56 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 
-2021-06-08 07:02:56 DATA:  test-node-gpu.js  result: performance: load: 4 total: 4448 
-2021-06-08 07:02:56 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
-2021-06-08 07:02:56 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
-2021-06-08 07:02:56 DATA:  test-node-gpu.js  result: performance: load: 328 total: 4448 
-2021-06-08 07:02:56 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
-2021-06-08 07:02:56 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
-2021-06-08 07:02:56 DATA:  test-node-gpu.js  result: performance: load: 4 total: 4448 
-2021-06-08 07:02:56 INFO:  test-node-gpu.js test complete: 15452 ms 
-2021-06-08 07:02:56 INFO:  test-node-wasm.js start 
-2021-06-08 07:02:57 STATE: test-node-wasm.js passed: model server: http://localhost:10030/models/ 
-2021-06-08 07:02:57 STATE: test-node-wasm.js passed: create human 
-2021-06-08 07:02:57 INFO:  test-node-wasm.js human version: 2.0.1 
-2021-06-08 07:02:57 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.0.0 
-2021-06-08 07:02:57 INFO:  test-node-wasm.js tfjs version: 3.7.0 
-2021-06-08 07:02:57 STATE: test-node-wasm.js passed: set backend: wasm 
-2021-06-08 07:02:57 STATE: test-node-wasm.js passed: load models 
-2021-06-08 07:02:57 STATE: test-node-wasm.js  result: defined models: 14 loaded models: 6 
-2021-06-08 07:02:57 STATE: test-node-wasm.js passed: warmup: none default 
-2021-06-08 07:02:57 ERROR: test-node-wasm.js failed: warmup: face default 
-2021-06-08 07:02:57 ERROR: test-node-wasm.js failed: warmup: body default 
-2021-06-08 07:02:57 INFO:  test-node-wasm.js test body variants 
-2021-06-08 07:02:59 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:03:02 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg posenet 
-2021-06-08 07:03:02 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.96,"keypoints":16} 
-2021-06-08 07:03:02 DATA:  test-node-wasm.js  result: performance: load: 763 total: 2943 
-2021-06-08 07:03:04 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:03:06 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg movenet 
-2021-06-08 07:03:06 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
-2021-06-08 07:03:06 DATA:  test-node-wasm.js  result: performance: load: 763 total: 1840 
-2021-06-08 07:03:07 STATE: test-node-wasm.js passed: detect: random default 
-2021-06-08 07:03:07 DATA:  test-node-wasm.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
-2021-06-08 07:03:07 DATA:  test-node-wasm.js  result: performance: load: 763 total: 1590 
-2021-06-08 07:03:07 INFO:  test-node-wasm.js test: first instance 
-2021-06-08 07:03:08 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-06-08 07:03:10 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
-2021-06-08 07:03:10 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":29.5,"gender":"female"} {} {"score":0.78,"keypoints":7} 
-2021-06-08 07:03:10 DATA:  test-node-wasm.js  result: performance: load: 763 total: 2053 
-2021-06-08 07:03:10 INFO:  test-node-wasm.js test: second instance 
-2021-06-08 07:03:10 STATE: test-node-wasm.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
-2021-06-08 07:03:12 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
-2021-06-08 07:03:12 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":29.5,"gender":"female"} {} {"score":0.78,"keypoints":7} 
-2021-06-08 07:03:12 DATA:  test-node-wasm.js  result: performance: load: 3 total: 2003 
-2021-06-08 07:03:12 INFO:  test-node-wasm.js test: concurrent 
-2021-06-08 07:03:13 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-06-08 07:03:13 STATE: test-node-wasm.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
-2021-06-08 07:03:14 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:03:16 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
-2021-06-08 07:03:24 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
-2021-06-08 07:03:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 
-2021-06-08 07:03:24 DATA:  test-node-wasm.js  result: performance: load: 763 total: 8054 
-2021-06-08 07:03:24 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
-2021-06-08 07:03:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 
-2021-06-08 07:03:24 DATA:  test-node-wasm.js  result: performance: load: 3 total: 8054 
-2021-06-08 07:03:24 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
-2021-06-08 07:03:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
-2021-06-08 07:03:24 DATA:  test-node-wasm.js  result: performance: load: 763 total: 8054 
-2021-06-08 07:03:24 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
-2021-06-08 07:03:24 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
-2021-06-08 07:03:24 DATA:  test-node-wasm.js  result: performance: load: 3 total: 8054 
-2021-06-08 07:03:24 INFO:  test-node-wasm.js test complete: 27227 ms 
-2021-06-08 07:03:24 INFO:  status: {"passed":68,"failed":2} 
+2021-06-18 07:20:42 INFO:  @vladmandic/human version 2.0.3 
+2021-06-18 07:20:42 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 
+2021-06-18 07:20:42 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 
+2021-06-18 07:20:42 INFO:  test-node.js start 
+2021-06-18 07:20:42 STATE: test-node.js passed: create human 
+2021-06-18 07:20:42 INFO:  test-node.js human version: 2.0.3 
+2021-06-18 07:20:42 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0 
+2021-06-18 07:20:42 INFO:  test-node.js tfjs version: 3.7.0 
+2021-06-18 07:20:43 STATE: test-node.js passed: set backend: tensorflow 
+2021-06-18 07:20:43 STATE: test-node.js passed: load models 
+2021-06-18 07:20:43 STATE: test-node.js  result: defined models: 14 loaded models: 7 
+2021-06-18 07:20:43 STATE: test-node.js passed: warmup: none default 
+2021-06-18 07:20:43 STATE: test-node.js passed: warmup: face default 
+2021-06-18 07:20:43 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5} 
+2021-06-18 07:20:43 DATA:  test-node.js  result: performance: load: 212 total: 780 
+2021-06-18 07:20:44 STATE: test-node.js passed: warmup: body default 
+2021-06-18 07:20:44 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
+2021-06-18 07:20:44 DATA:  test-node.js  result: performance: load: 212 total: 728 
+2021-06-18 07:20:44 INFO:  test-node.js test body variants 
+2021-06-18 07:20:45 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:20:45 STATE: test-node.js passed: detect: samples/ai-body.jpg posenet 
+2021-06-18 07:20:45 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.96,"keypoints":16} 
+2021-06-18 07:20:45 DATA:  test-node.js  result: performance: load: 212 total: 539 
+2021-06-18 07:20:46 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:20:46 STATE: test-node.js passed: detect: samples/ai-body.jpg movenet 
+2021-06-18 07:20:46 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
+2021-06-18 07:20:46 DATA:  test-node.js  result: performance: load: 212 total: 138 
+2021-06-18 07:20:47 STATE: test-node.js passed: detect: random default 
+2021-06-18 07:20:47 DATA:  test-node.js  result: face: 0 body: 1 hand: 0 gesture: 0 object: 0 person: 0 {} {} {"score":0,"keypoints":0} 
+2021-06-18 07:20:47 DATA:  test-node.js  result: performance: load: 212 total: 402 
+2021-06-18 07:20:47 INFO:  test-node.js test: first instance 
+2021-06-18 07:20:47 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-06-18 07:20:48 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-06-18 07:20:48 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 
+2021-06-18 07:20:48 DATA:  test-node.js  result: performance: load: 212 total: 568 
+2021-06-18 07:20:48 INFO:  test-node.js test: second instance 
+2021-06-18 07:20:48 STATE: test-node.js passed: load image: samples/ai-upper.jpg [1,720,688,3] 
+2021-06-18 07:20:48 STATE: test-node.js passed: detect: samples/ai-upper.jpg default 
+2021-06-18 07:20:48 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 
+2021-06-18 07:20:48 DATA:  test-node.js  result: performance: load: 1 total: 587 
+2021-06-18 07:20:48 INFO:  test-node.js test: concurrent 
+2021-06-18 07:20:48 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-18 07:20:48 STATE: test-node.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-18 07:20:49 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:20:50 STATE: test-node.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:20:52 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
+2021-06-18 07:20:52 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 
+2021-06-18 07:20:52 DATA:  test-node.js  result: performance: load: 212 total: 2523 
+2021-06-18 07:20:52 STATE: test-node.js passed: detect: samples/ai-face.jpg default 
+2021-06-18 07:20:52 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 
+2021-06-18 07:20:52 DATA:  test-node.js  result: performance: load: 1 total: 2523 
+2021-06-18 07:20:52 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-06-18 07:20:52 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
+2021-06-18 07:20:52 DATA:  test-node.js  result: performance: load: 212 total: 2523 
+2021-06-18 07:20:52 STATE: test-node.js passed: detect: samples/ai-body.jpg default 
+2021-06-18 07:20:52 DATA:  test-node.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":28.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
+2021-06-18 07:20:52 DATA:  test-node.js  result: performance: load: 1 total: 2523 
+2021-06-18 07:20:52 INFO:  test-node.js test complete: 9786 ms 
+2021-06-18 07:20:52 INFO:  test-node-gpu.js start 
+2021-06-18 07:20:53 WARN:  test-node-gpu.js stderr: 2021-06-18 07:20:53.148859: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcudart.so.11.0'; dlerror: libcudart.so.11.0: cannot open shared object file: No such file or directory 
+2021-06-18 07:20:53 WARN:  test-node-gpu.js stderr: 2021-06-18 07:20:53.184866: W tensorflow/stream_executor/platform/default/dso_loader.cc:60] Could not load dynamic library 'libcuda.so.1'; dlerror: libcuda.so.1: cannot open shared object file: No such file or directory 
+2021-06-18 07:20:53 WARN:  test-node-gpu.js stderr: 2021-06-18 07:20:53.184909: I tensorflow/stream_executor/cuda/cuda_diagnostics.cc:156] kernel driver does not appear to be running on this host (wyse): /proc/driver/nvidia/version does not exist 
+2021-06-18 07:20:53 STATE: test-node-gpu.js passed: create human 
+2021-06-18 07:20:53 INFO:  test-node-gpu.js human version: 2.0.3 
+2021-06-18 07:20:53 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0 
+2021-06-18 07:20:53 INFO:  test-node-gpu.js tfjs version: 3.7.0 
+2021-06-18 07:20:53 STATE: test-node-gpu.js passed: set backend: tensorflow 
+2021-06-18 07:20:53 STATE: test-node-gpu.js passed: load models 
+2021-06-18 07:20:53 STATE: test-node-gpu.js  result: defined models: 14 loaded models: 7 
+2021-06-18 07:20:53 STATE: test-node-gpu.js passed: warmup: none default 
+2021-06-18 07:20:54 STATE: test-node-gpu.js passed: warmup: face default 
+2021-06-18 07:20:54 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":5} 
+2021-06-18 07:20:54 DATA:  test-node-gpu.js  result: performance: load: 225 total: 753 
+2021-06-18 07:20:54 STATE: test-node-gpu.js passed: warmup: body default 
+2021-06-18 07:20:54 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
+2021-06-18 07:20:54 DATA:  test-node-gpu.js  result: performance: load: 225 total: 726 
+2021-06-18 07:20:54 INFO:  test-node-gpu.js test body variants 
+2021-06-18 07:20:55 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:20:56 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg posenet 
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+2021-06-18 07:20:56 DATA:  test-node-gpu.js  result: performance: load: 225 total: 539 
+2021-06-18 07:20:56 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:20:56 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg movenet 
+2021-06-18 07:20:56 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.72,"class":"person"} {"score":0.93,"keypoints":17} 
+2021-06-18 07:20:56 DATA:  test-node-gpu.js  result: performance: load: 225 total: 136 
+2021-06-18 07:20:57 STATE: test-node-gpu.js passed: detect: random default 
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+2021-06-18 07:20:58 DATA:  test-node-gpu.js  result: performance: load: 225 total: 615 
+2021-06-18 07:20:58 INFO:  test-node-gpu.js test: second instance 
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+2021-06-18 07:20:59 STATE: test-node-gpu.js passed: detect: samples/ai-upper.jpg default 
+2021-06-18 07:20:59 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 1 person: 1 {"age":29.5,"gender":"female"} {"score":0.71,"class":"person"} {"score":0.78,"keypoints":7} 
+2021-06-18 07:20:59 DATA:  test-node-gpu.js  result: performance: load: 3 total: 627 
+2021-06-18 07:20:59 INFO:  test-node-gpu.js test: concurrent 
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+2021-06-18 07:20:59 STATE: test-node-gpu.js passed: load image: samples/ai-face.jpg [1,256,256,3] 
+2021-06-18 07:20:59 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:21:00 STATE: test-node-gpu.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:21:03 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
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+2021-06-18 07:21:03 DATA:  test-node-gpu.js  result: performance: load: 225 total: 2582 
+2021-06-18 07:21:03 STATE: test-node-gpu.js passed: detect: samples/ai-face.jpg default 
+2021-06-18 07:21:03 DATA:  test-node-gpu.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 1 person: 1 {"age":23.6,"gender":"female"} {"score":0.82,"class":"person"} {"score":0.73,"keypoints":17} 
+2021-06-18 07:21:03 DATA:  test-node-gpu.js  result: performance: load: 3 total: 2582 
+2021-06-18 07:21:03 STATE: test-node-gpu.js passed: detect: samples/ai-body.jpg default 
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+2021-06-18 07:21:03 INFO:  test-node-wasm.js test body variants 
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+2021-06-18 07:21:07 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg posenet 
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+2021-06-18 07:21:07 DATA:  test-node-wasm.js  result: performance: load: 404 total: 2180 
+2021-06-18 07:21:08 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:21:09 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg movenet 
+2021-06-18 07:21:09 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
+2021-06-18 07:21:09 DATA:  test-node-wasm.js  result: performance: load: 404 total: 1389 
+2021-06-18 07:21:10 STATE: test-node-wasm.js passed: detect: random default 
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+2021-06-18 07:21:12 STATE: test-node-wasm.js passed: detect: samples/ai-upper.jpg default 
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+2021-06-18 07:21:12 DATA:  test-node-wasm.js  result: performance: load: 3 total: 1569 
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+2021-06-18 07:21:13 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
+2021-06-18 07:21:15 STATE: test-node-wasm.js passed: load image: samples/ai-body.jpg [1,1200,1200,3] 
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+2021-06-18 07:21:21 DATA:  test-node-wasm.js  result: performance: load: 404 total: 6225 
+2021-06-18 07:21:21 STATE: test-node-wasm.js passed: detect: samples/ai-face.jpg default 
+2021-06-18 07:21:21 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 4 object: 0 person: 1 {"age":23.6,"gender":"female"} {} {"score":0.73,"keypoints":17} 
+2021-06-18 07:21:21 DATA:  test-node-wasm.js  result: performance: load: 3 total: 6225 
+2021-06-18 07:21:21 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
+2021-06-18 07:21:21 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
+2021-06-18 07:21:21 DATA:  test-node-wasm.js  result: performance: load: 404 total: 6225 
+2021-06-18 07:21:21 STATE: test-node-wasm.js passed: detect: samples/ai-body.jpg default 
+2021-06-18 07:21:21 DATA:  test-node-wasm.js  result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 person: 1 {"age":28.5,"gender":"female"} {} {"score":0.93,"keypoints":17} 
+2021-06-18 07:21:21 DATA:  test-node-wasm.js  result: performance: load: 3 total: 6225 
+2021-06-18 07:21:21 INFO:  test-node-wasm.js test complete: 17896 ms 
+2021-06-18 07:21:21 INFO:  status: {"passed":68,"failed":2} 
diff --git a/typedoc/assets/js/search.js b/typedoc/assets/js/search.js
index e00df46f..6b2b4ba6 100644
--- a/typedoc/assets/js/search.js
+++ b/typedoc/assets/js/search.js
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diff --git a/typedoc/classes/human.html b/typedoc/classes/human.html
index 5a04ead5..7eb69701 100644
--- a/typedoc/classes/human.html
+++ b/typedoc/classes/human.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="human.html">Human</a>
@@ -72,7 +72,7 @@
 					<ul>
 						<li>Configuration object definition: <a href="../interfaces/config.html">Config</a></li>
 						<li>Results object definition: <a href="../interfaces/result.html">Result</a></li>
-						<li>Possible inputs: <a href="../index.html#input">Input</a></li>
+						<li>Possible inputs: <a href="../modules.html#input">Input</a></li>
 					</ul>
 					<dl class="tsd-comment-tags">
 						<dt>param</dt>
@@ -180,7 +180,7 @@
 				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-class">
 					<a name="draw" class="tsd-anchor"></a>
 					<h3>draw</h3>
-					<div class="tsd-signature tsd-kind-icon">draw<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>all<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../interfaces/result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../interfaces/body.html" class="tsd-signature-type" data-tsd-kind="Interface">Body</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, outCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../interfaces/face.html" class="tsd-signature-type" data-tsd-kind="Interface">Face</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../index.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../interfaces/hand.html" class="tsd-signature-type" data-tsd-kind="Interface">Hand</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>options<span class="tsd-signature-symbol">: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol"> }</span></div>
+					<div class="tsd-signature tsd-kind-icon">draw<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>all<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../interfaces/result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../interfaces/body.html" class="tsd-signature-type" data-tsd-kind="Interface">Body</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>canvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, outCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../interfaces/face.html" class="tsd-signature-type" data-tsd-kind="Interface">Face</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../modules.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../interfaces/hand.html" class="tsd-signature-type" data-tsd-kind="Interface">Hand</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">; </span>options<span class="tsd-signature-symbol">: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol"> }</span></div>
 					<aside class="tsd-sources">
 					</aside>
 					<div class="tsd-comment tsd-typography">
@@ -305,11 +305,11 @@
 								</ul>
 							</li>
 							<li class="tsd-parameter">
-								<h5>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../index.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></h5>
+								<h5>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../modules.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol"> =&gt; </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></h5>
 								<ul class="tsd-parameters">
 									<li class="tsd-parameter-signature">
 										<ul class="tsd-signatures tsd-kind-type-literal tsd-parent-kind-type-literal">
-											<li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../index.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></li>
+											<li class="tsd-signature tsd-kind-icon"><span class="tsd-signature-symbol">(</span>inCanvas<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">HTMLCanvasElement</span>, result<span class="tsd-signature-symbol">: </span><a href="../modules.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span>, drawOptions<span class="tsd-signature-symbol">?: </span><a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">void</span><span class="tsd-signature-symbol">&gt;</span></li>
 										</ul>
 										<ul class="tsd-descriptions">
 											<li class="tsd-description">
@@ -319,7 +319,7 @@
 														<h5>inCanvas: <span class="tsd-signature-type">HTMLCanvasElement</span></h5>
 													</li>
 													<li>
-														<h5>result: <a href="../index.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span></h5>
+														<h5>result: <a href="../modules.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span></h5>
 													</li>
 													<li>
 														<h5><span class="tsd-flag ts-flagOptional">Optional</span> drawOptions: <a href="../interfaces/drawoptions.html" class="tsd-signature-type" data-tsd-kind="Interface">DrawOptions</a></h5>
@@ -576,7 +576,7 @@
 					<a name="detect" class="tsd-anchor"></a>
 					<h3>detect</h3>
 					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
-						<li class="tsd-signature tsd-kind-icon">detect<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, userConfig<span class="tsd-signature-symbol">?: </span><a href="../interfaces/config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">unknown</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></li>
+						<li class="tsd-signature tsd-kind-icon">detect<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../modules.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, userConfig<span class="tsd-signature-symbol">?: </span><a href="../interfaces/config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">unknown</span><span class="tsd-signature-symbol">&gt;</span><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../modules.html#error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></li>
 					</ul>
 					<ul class="tsd-descriptions">
 						<li class="tsd-description">
@@ -587,7 +587,7 @@
 									<p>Main detection method</p>
 									<ul>
 										<li>Analyze configuration: <a href="../interfaces/config.html">Config</a></li>
-										<li>Pre-process input: <a href="../index.html#input">Input</a></li>
+										<li>Pre-process input: <a href="../modules.html#input">Input</a></li>
 										<li>Run inference for all configured models</li>
 										<li>Process and return result: <a href="../interfaces/result.html">Result</a></li>
 									</ul>
@@ -596,13 +596,13 @@
 							<h4 class="tsd-parameters-title">Parameters</h4>
 							<ul class="tsd-parameters">
 								<li>
-									<h5>input: <a href="../index.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5>
+									<h5>input: <a href="../modules.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5>
 								</li>
 								<li>
 									<h5><span class="tsd-flag ts-flagOptional">Optional</span> userConfig: <a href="../interfaces/config.html" class="tsd-signature-type" data-tsd-kind="Interface">Config</a><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">Record</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">, </span><span class="tsd-signature-type">unknown</span><span class="tsd-signature-symbol">&gt;</span></h5>
 								</li>
 							</ul>
-							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../index.html#error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></h4>
+							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><a href="../modules.html#error" class="tsd-signature-type" data-tsd-kind="Type alias">Error</a><span class="tsd-signature-symbol"> | </span><a href="../interfaces/result.html" class="tsd-signature-type" data-tsd-kind="Interface">Result</a><span class="tsd-signature-symbol">&gt;</span></h4>
 							<p>result: <a href="../interfaces/result.html">Result</a></p>
 						</li>
 					</ul>
@@ -738,7 +738,7 @@
 					<a name="segmentation-1" class="tsd-anchor"></a>
 					<h3>segmentation</h3>
 					<ul class="tsd-signatures tsd-kind-method tsd-parent-kind-class">
-						<li class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../index.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, background<span class="tsd-signature-symbol">?: </span><a href="../index.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">&gt;</span></li>
+						<li class="tsd-signature tsd-kind-icon">segmentation<span class="tsd-signature-symbol">(</span>input<span class="tsd-signature-symbol">: </span><a href="../modules.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a>, background<span class="tsd-signature-symbol">?: </span><a href="../modules.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a><span class="tsd-signature-symbol">)</span><span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">&gt;</span></li>
 					</ul>
 					<ul class="tsd-descriptions">
 						<li class="tsd-description">
@@ -754,10 +754,10 @@
 							<h4 class="tsd-parameters-title">Parameters</h4>
 							<ul class="tsd-parameters">
 								<li>
-									<h5>input: <a href="../index.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5>
+									<h5>input: <a href="../modules.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5>
 								</li>
 								<li>
-									<h5><span class="tsd-flag ts-flagOptional">Optional</span> background: <a href="../index.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5>
+									<h5><span class="tsd-flag ts-flagOptional">Optional</span> background: <a href="../modules.html#input" class="tsd-signature-type" data-tsd-kind="Type alias">Input</a></h5>
 								</li>
 							</ul>
 							<h4 class="tsd-returns-title">Returns <span class="tsd-signature-type">Promise</span><span class="tsd-signature-symbol">&lt;</span><span class="tsd-signature-type">null</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span><span class="tsd-signature-symbol">&gt;</span></h4>
@@ -832,14 +832,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 				</ul>
 				<ul class="current">
@@ -938,16 +938,16 @@
 						<a href="../interfaces/result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/index.html b/typedoc/index.html
index 4ed4ab24..c902aabe 100644
--- a/typedoc/index.html
+++ b/typedoc/index.html
@@ -55,131 +55,21 @@
 <div class="container container-main">
 	<div class="row">
 		<div class="col-8 col-content">
-			<section class="tsd-panel-group tsd-index-group">
-				<h2>Index</h2>
-				<section class="tsd-panel tsd-index-panel">
-					<div class="tsd-index-content">
-						<section class="tsd-index-section ">
-							<h3>References</h3>
-							<ul class="tsd-index-list">
-								<li class="tsd-kind-reference"><a href="index.html#default" class="tsd-kind-icon">default</a></li>
-							</ul>
-						</section>
-						<section class="tsd-index-section ">
-							<h3>Classes</h3>
-							<ul class="tsd-index-list">
-								<li class="tsd-kind-class"><a href="classes/human.html" class="tsd-kind-icon">Human</a></li>
-							</ul>
-						</section>
-						<section class="tsd-index-section ">
-							<h3>Interfaces</h3>
-							<ul class="tsd-index-list">
-								<li class="tsd-kind-interface"><a href="interfaces/body.html" class="tsd-kind-icon">Body</a></li>
-								<li class="tsd-kind-interface"><a href="interfaces/config.html" class="tsd-kind-icon">Config</a></li>
-								<li class="tsd-kind-interface"><a href="interfaces/drawoptions.html" class="tsd-kind-icon">Draw<wbr>Options</a></li>
-								<li class="tsd-kind-interface"><a href="interfaces/face.html" class="tsd-kind-icon">Face</a></li>
-								<li class="tsd-kind-interface"><a href="interfaces/hand.html" class="tsd-kind-icon">Hand</a></li>
-								<li class="tsd-kind-interface"><a href="interfaces/item.html" class="tsd-kind-icon">Item</a></li>
-								<li class="tsd-kind-interface"><a href="interfaces/person.html" class="tsd-kind-icon">Person</a></li>
-								<li class="tsd-kind-interface"><a href="interfaces/result.html" class="tsd-kind-icon">Result</a></li>
-							</ul>
-						</section>
-						<section class="tsd-index-section ">
-							<h3>Type aliases</h3>
-							<ul class="tsd-index-list">
-								<li class="tsd-kind-type-alias"><a href="index.html#error" class="tsd-kind-icon">Error</a></li>
-								<li class="tsd-kind-type-alias"><a href="index.html#gesture" class="tsd-kind-icon">Gesture</a></li>
-								<li class="tsd-kind-type-alias"><a href="index.html#input" class="tsd-kind-icon">Input</a></li>
-								<li class="tsd-kind-type-alias"><a href="index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a></li>
-							</ul>
-						</section>
-					</div>
-				</section>
-			</section>
-			<section class="tsd-panel-group tsd-member-group ">
-				<h2>References</h2>
-				<section class="tsd-panel tsd-member tsd-kind-reference">
-					<a name="default" class="tsd-anchor"></a>
-					<h3>default</h3>
-					Renames and exports <a href="classes/human.html">Human</a>
-				</section>
-			</section>
-			<section class="tsd-panel-group tsd-member-group ">
-				<h2>Type aliases</h2>
-				<section class="tsd-panel tsd-member tsd-kind-type-alias">
-					<a name="error" class="tsd-anchor"></a>
-					<h3>Error</h3>
-					<div class="tsd-signature tsd-kind-icon">Error<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div>
-					<aside class="tsd-sources">
-					</aside>
-					<div class="tsd-comment tsd-typography">
-						<div class="lead">
-							<p>Error message</p>
-						</div>
-					</div>
-					<div class="tsd-type-declaration">
-						<h4>Type declaration</h4>
-						<ul class="tsd-parameters">
-							<li class="tsd-parameter">
-								<h5>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5>
-							</li>
-						</ul>
-					</div>
-				</section>
-				<section class="tsd-panel tsd-member tsd-kind-type-alias">
-					<a name="gesture" class="tsd-anchor"></a>
-					<h3>Gesture</h3>
-					<div class="tsd-signature tsd-kind-icon">Gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>iris<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span></div>
-					<aside class="tsd-sources">
-					</aside>
-					<div class="tsd-comment tsd-typography">
-						<div class="lead">
-							<p>Gesture results</p>
-						</div>
-					</div>
-				</section>
-				<section class="tsd-panel tsd-member tsd-kind-type-alias">
-					<a name="input" class="tsd-anchor"></a>
-					<h3>Input</h3>
-					<div class="tsd-signature tsd-kind-icon">Input<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">typeof </span><span class="tsd-signature-type">Image</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">ImageData</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">ImageBitmap</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLImageElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLMediaElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLVideoElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></div>
-					<aside class="tsd-sources">
-					</aside>
-					<div class="tsd-comment tsd-typography">
-						<div class="lead">
-							<p>Defines all possible input types for <strong>Human</strong> detection</p>
-						</div>
-					</div>
-				</section>
-				<section class="tsd-panel tsd-member tsd-kind-type-alias">
-					<a name="tensorflow" class="tsd-anchor"></a>
-					<h3>Tensor<wbr>Flow</h3>
-					<div class="tsd-signature tsd-kind-icon">Tensor<wbr>Flow<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">typeof </span><span class="tsd-signature-type">tf</span></div>
-					<aside class="tsd-sources">
-					</aside>
-					<div class="tsd-comment tsd-typography">
-						<div class="lead">
-							<p>Instance of TensorFlow/JS</p>
-						</div>
-						<dl class="tsd-comment-tags">
-							<dt>external</dt>
-							<dd></dd>
-						</dl>
-					</div>
-				</section>
-			</section>
+			<div class="tsd-panel tsd-typography">
+			</div>
 		</div>
 		<div class="col-4 col-menu menu-sticky-wrap menu-highlight">
 			<nav class="tsd-navigation primary">
 				<ul>
-					<li class="current ">
-						<a href="index.html">Exports</a>
+					<li class=" ">
+						<a href="modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="index.html#default" class="tsd-kind-icon">default</a>
+						<a href="modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="classes/human.html" class="tsd-kind-icon">Human</a>
@@ -209,16 +99,16 @@
 						<a href="interfaces/result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/interfaces/body.html b/typedoc/interfaces/body.html
index c5c875c5..2206c50b 100644
--- a/typedoc/interfaces/body.html
+++ b/typedoc/interfaces/body.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="body.html">Body</a>
@@ -150,14 +150,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="../classes/human.html" class="tsd-kind-icon">Human</a>
@@ -208,16 +208,16 @@
 						<a href="result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/interfaces/config.html b/typedoc/interfaces/config.html
index 41070212..0792c4a3 100644
--- a/typedoc/interfaces/config.html
+++ b/typedoc/interfaces/config.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="config.html">Config</a>
@@ -701,14 +701,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="../classes/human.html" class="tsd-kind-icon">Human</a>
@@ -789,16 +789,16 @@
 						<a href="result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/interfaces/drawoptions.html b/typedoc/interfaces/drawoptions.html
index 5a5f5b23..0579f8eb 100644
--- a/typedoc/interfaces/drawoptions.html
+++ b/typedoc/interfaces/drawoptions.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="drawoptions.html">DrawOptions</a>
@@ -251,14 +251,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="../classes/human.html" class="tsd-kind-icon">Human</a>
@@ -345,16 +345,16 @@
 						<a href="result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/interfaces/face.html b/typedoc/interfaces/face.html
index 5fc9bf87..84f7e6e1 100644
--- a/typedoc/interfaces/face.html
+++ b/typedoc/interfaces/face.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="face.html">Face</a>
@@ -301,14 +301,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="../classes/human.html" class="tsd-kind-icon">Human</a>
@@ -398,16 +398,16 @@
 						<a href="result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/interfaces/hand.html b/typedoc/interfaces/hand.html
index 85368107..2fd17050 100644
--- a/typedoc/interfaces/hand.html
+++ b/typedoc/interfaces/hand.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="hand.html">Hand</a>
@@ -155,14 +155,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="../classes/human.html" class="tsd-kind-icon">Human</a>
@@ -216,16 +216,16 @@
 						<a href="result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/interfaces/item.html b/typedoc/interfaces/item.html
index 94deafc5..6922d082 100644
--- a/typedoc/interfaces/item.html
+++ b/typedoc/interfaces/item.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="item.html">Item</a>
@@ -157,14 +157,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="../classes/human.html" class="tsd-kind-icon">Human</a>
@@ -218,16 +218,16 @@
 						<a href="result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/interfaces/person.html b/typedoc/interfaces/person.html
index dbb1f347..f623e67c 100644
--- a/typedoc/interfaces/person.html
+++ b/typedoc/interfaces/person.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="person.html">Person</a>
@@ -145,7 +145,7 @@
 				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface">
 					<a name="gestures" class="tsd-anchor"></a>
 					<h3>gestures</h3>
-					<div class="tsd-signature tsd-kind-icon">gestures<span class="tsd-signature-symbol">:</span> <a href="../index.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span></div>
+					<div class="tsd-signature tsd-kind-icon">gestures<span class="tsd-signature-symbol">:</span> <a href="../modules.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span></div>
 					<aside class="tsd-sources">
 					</aside>
 				</section>
@@ -180,14 +180,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="../classes/human.html" class="tsd-kind-icon">Human</a>
@@ -244,16 +244,16 @@
 						<a href="result.html" class="tsd-kind-icon">Result</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/interfaces/result.html b/typedoc/interfaces/result.html
index 4d6b6fb1..690f3e2c 100644
--- a/typedoc/interfaces/result.html
+++ b/typedoc/interfaces/result.html
@@ -50,7 +50,7 @@
 		<div class="container">
 			<ul class="tsd-breadcrumb">
 				<li>
-					<a href="../index.html">@vladmandic/human</a>
+					<a href="../modules.html">@vladmandic/human</a>
 				</li>
 				<li>
 					<a href="result.html">Result</a>
@@ -141,12 +141,12 @@
 				<section class="tsd-panel tsd-member tsd-kind-property tsd-parent-kind-interface">
 					<a name="gesture" class="tsd-anchor"></a>
 					<h3>gesture</h3>
-					<div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <a href="../index.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span></div>
+					<div class="tsd-signature tsd-kind-icon">gesture<span class="tsd-signature-symbol">:</span> <a href="../modules.html#gesture" class="tsd-signature-type" data-tsd-kind="Type alias">Gesture</a><span class="tsd-signature-symbol">[]</span></div>
 					<aside class="tsd-sources">
 					</aside>
 					<div class="tsd-comment tsd-typography">
 						<div class="lead">
-							<p><a href="../index.html#gesture">Gesture</a>: detection &amp; analysis results</p>
+							<p><a href="../modules.html#gesture">Gesture</a>: detection &amp; analysis results</p>
 						</div>
 					</div>
 				</section>
@@ -216,14 +216,14 @@
 			<nav class="tsd-navigation primary">
 				<ul>
 					<li class=" ">
-						<a href="../index.html">Exports</a>
+						<a href="../modules.html">Exports</a>
 					</li>
 				</ul>
 			</nav>
 			<nav class="tsd-navigation secondary menu-sticky">
 				<ul class="before-current">
 					<li class=" tsd-kind-reference">
-						<a href="../index.html#default" class="tsd-kind-icon">default</a>
+						<a href="../modules.html#default" class="tsd-kind-icon">default</a>
 					</li>
 					<li class=" tsd-kind-class">
 						<a href="../classes/human.html" class="tsd-kind-icon">Human</a>
@@ -286,16 +286,16 @@
 				</ul>
 				<ul class="after-current">
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#error" class="tsd-kind-icon">Error</a>
+						<a href="../modules.html#error" class="tsd-kind-icon">Error</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#gesture" class="tsd-kind-icon">Gesture</a>
+						<a href="../modules.html#gesture" class="tsd-kind-icon">Gesture</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#input" class="tsd-kind-icon">Input</a>
+						<a href="../modules.html#input" class="tsd-kind-icon">Input</a>
 					</li>
 					<li class=" tsd-kind-type-alias">
-						<a href="../index.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+						<a href="../modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
 					</li>
 				</ul>
 			</nav>
diff --git a/typedoc/modules.html b/typedoc/modules.html
new file mode 100644
index 00000000..8696edf6
--- /dev/null
+++ b/typedoc/modules.html
@@ -0,0 +1,246 @@
+<!doctype html>
+<html class="default no-js">
+<head>
+	<meta charset="utf-8">
+	<meta http-equiv="X-UA-Compatible" content="IE=edge">
+	<title>@vladmandic/human</title>
+	<meta name="description" content="Documentation for @vladmandic/human">
+	<meta name="viewport" content="width=device-width, initial-scale=1">
+	<link rel="stylesheet" href="assets/css/main.css">
+	<script async src="assets/js/search.js" id="search-script"></script>
+</head>
+<body>
+<header>
+	<div class="tsd-page-toolbar">
+		<div class="container">
+			<div class="table-wrap">
+				<div class="table-cell" id="tsd-search" data-index="assets/js/search.json" data-base=".">
+					<div class="field">
+						<label for="tsd-search-field" class="tsd-widget search no-caption">Search</label>
+						<input id="tsd-search-field" type="text" />
+					</div>
+					<ul class="results">
+						<li class="state loading">Preparing search index...</li>
+						<li class="state failure">The search index is not available</li>
+					</ul>
+					<a href="index.html" class="title">@vladmandic/human</a>
+				</div>
+				<div class="table-cell" id="tsd-widgets">
+					<div id="tsd-filter">
+						<a href="#" class="tsd-widget options no-caption" data-toggle="options">Options</a>
+						<div class="tsd-filter-group">
+							<div class="tsd-select" id="tsd-filter-visibility">
+								<span class="tsd-select-label">All</span>
+								<ul class="tsd-select-list">
+									<li data-value="public">Public</li>
+									<li data-value="protected">Public/Protected</li>
+									<li data-value="private" class="selected">All</li>
+								</ul>
+							</div>
+							<input type="checkbox" id="tsd-filter-inherited" checked />
+							<label class="tsd-widget" for="tsd-filter-inherited">Inherited</label>
+						</div>
+					</div>
+					<a href="#" class="tsd-widget menu no-caption" data-toggle="menu">Menu</a>
+				</div>
+			</div>
+		</div>
+	</div>
+	<div class="tsd-page-title">
+		<div class="container">
+			<h1>@vladmandic/human</h1>
+		</div>
+	</div>
+</header>
+<div class="container container-main">
+	<div class="row">
+		<div class="col-8 col-content">
+			<section class="tsd-panel-group tsd-index-group">
+				<h2>Index</h2>
+				<section class="tsd-panel tsd-index-panel">
+					<div class="tsd-index-content">
+						<section class="tsd-index-section ">
+							<h3>References</h3>
+							<ul class="tsd-index-list">
+								<li class="tsd-kind-reference"><a href="modules.html#default" class="tsd-kind-icon">default</a></li>
+							</ul>
+						</section>
+						<section class="tsd-index-section ">
+							<h3>Classes</h3>
+							<ul class="tsd-index-list">
+								<li class="tsd-kind-class"><a href="classes/human.html" class="tsd-kind-icon">Human</a></li>
+							</ul>
+						</section>
+						<section class="tsd-index-section ">
+							<h3>Interfaces</h3>
+							<ul class="tsd-index-list">
+								<li class="tsd-kind-interface"><a href="interfaces/body.html" class="tsd-kind-icon">Body</a></li>
+								<li class="tsd-kind-interface"><a href="interfaces/config.html" class="tsd-kind-icon">Config</a></li>
+								<li class="tsd-kind-interface"><a href="interfaces/drawoptions.html" class="tsd-kind-icon">Draw<wbr>Options</a></li>
+								<li class="tsd-kind-interface"><a href="interfaces/face.html" class="tsd-kind-icon">Face</a></li>
+								<li class="tsd-kind-interface"><a href="interfaces/hand.html" class="tsd-kind-icon">Hand</a></li>
+								<li class="tsd-kind-interface"><a href="interfaces/item.html" class="tsd-kind-icon">Item</a></li>
+								<li class="tsd-kind-interface"><a href="interfaces/person.html" class="tsd-kind-icon">Person</a></li>
+								<li class="tsd-kind-interface"><a href="interfaces/result.html" class="tsd-kind-icon">Result</a></li>
+							</ul>
+						</section>
+						<section class="tsd-index-section ">
+							<h3>Type aliases</h3>
+							<ul class="tsd-index-list">
+								<li class="tsd-kind-type-alias"><a href="modules.html#error" class="tsd-kind-icon">Error</a></li>
+								<li class="tsd-kind-type-alias"><a href="modules.html#gesture" class="tsd-kind-icon">Gesture</a></li>
+								<li class="tsd-kind-type-alias"><a href="modules.html#input" class="tsd-kind-icon">Input</a></li>
+								<li class="tsd-kind-type-alias"><a href="modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a></li>
+							</ul>
+						</section>
+					</div>
+				</section>
+			</section>
+			<section class="tsd-panel-group tsd-member-group ">
+				<h2>References</h2>
+				<section class="tsd-panel tsd-member tsd-kind-reference">
+					<a name="default" class="tsd-anchor"></a>
+					<h3>default</h3>
+					Renames and exports <a href="classes/human.html">Human</a>
+				</section>
+			</section>
+			<section class="tsd-panel-group tsd-member-group ">
+				<h2>Type aliases</h2>
+				<section class="tsd-panel tsd-member tsd-kind-type-alias">
+					<a name="error" class="tsd-anchor"></a>
+					<h3>Error</h3>
+					<div class="tsd-signature tsd-kind-icon">Error<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span></div>
+					<aside class="tsd-sources">
+					</aside>
+					<div class="tsd-comment tsd-typography">
+						<div class="lead">
+							<p>Error message</p>
+						</div>
+					</div>
+					<div class="tsd-type-declaration">
+						<h4>Type declaration</h4>
+						<ul class="tsd-parameters">
+							<li class="tsd-parameter">
+								<h5>error<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span></h5>
+							</li>
+						</ul>
+					</div>
+				</section>
+				<section class="tsd-panel tsd-member tsd-kind-type-alias">
+					<a name="gesture" class="tsd-anchor"></a>
+					<h3>Gesture</h3>
+					<div class="tsd-signature tsd-kind-icon">Gesture<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">{ </span>face<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>iris<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>body<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol">; </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol"> }</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">{ </span>gesture<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">string</span><span class="tsd-signature-symbol">; </span>hand<span class="tsd-signature-symbol">: </span><span class="tsd-signature-type">number</span><span class="tsd-signature-symbol"> }</span></div>
+					<aside class="tsd-sources">
+					</aside>
+					<div class="tsd-comment tsd-typography">
+						<div class="lead">
+							<p>Gesture results</p>
+						</div>
+					</div>
+				</section>
+				<section class="tsd-panel tsd-member tsd-kind-type-alias">
+					<a name="input" class="tsd-anchor"></a>
+					<h3>Input</h3>
+					<div class="tsd-signature tsd-kind-icon">Input<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-type">Tensor</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-symbol">typeof </span><span class="tsd-signature-type">Image</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">ImageData</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">ImageBitmap</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLImageElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLMediaElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLVideoElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">HTMLCanvasElement</span><span class="tsd-signature-symbol"> | </span><span class="tsd-signature-type">OffscreenCanvas</span></div>
+					<aside class="tsd-sources">
+					</aside>
+					<div class="tsd-comment tsd-typography">
+						<div class="lead">
+							<p>Defines all possible input types for <strong>Human</strong> detection</p>
+						</div>
+					</div>
+				</section>
+				<section class="tsd-panel tsd-member tsd-kind-type-alias">
+					<a name="tensorflow" class="tsd-anchor"></a>
+					<h3>Tensor<wbr>Flow</h3>
+					<div class="tsd-signature tsd-kind-icon">Tensor<wbr>Flow<span class="tsd-signature-symbol">:</span> <span class="tsd-signature-symbol">typeof </span><span class="tsd-signature-type">tf</span></div>
+					<aside class="tsd-sources">
+					</aside>
+					<div class="tsd-comment tsd-typography">
+						<div class="lead">
+							<p>Instance of TensorFlow/JS</p>
+						</div>
+						<dl class="tsd-comment-tags">
+							<dt>external</dt>
+							<dd></dd>
+						</dl>
+					</div>
+				</section>
+			</section>
+		</div>
+		<div class="col-4 col-menu menu-sticky-wrap menu-highlight">
+			<nav class="tsd-navigation primary">
+				<ul>
+					<li class="current ">
+						<a href="modules.html">Exports</a>
+					</li>
+				</ul>
+			</nav>
+			<nav class="tsd-navigation secondary menu-sticky">
+				<ul class="before-current">
+					<li class=" tsd-kind-reference">
+						<a href="modules.html#default" class="tsd-kind-icon">default</a>
+					</li>
+					<li class=" tsd-kind-class">
+						<a href="classes/human.html" class="tsd-kind-icon">Human</a>
+					</li>
+					<li class=" tsd-kind-interface">
+						<a href="interfaces/body.html" class="tsd-kind-icon">Body</a>
+					</li>
+					<li class=" tsd-kind-interface">
+						<a href="interfaces/config.html" class="tsd-kind-icon">Config</a>
+					</li>
+					<li class=" tsd-kind-interface">
+						<a href="interfaces/drawoptions.html" class="tsd-kind-icon">Draw<wbr>Options</a>
+					</li>
+					<li class=" tsd-kind-interface">
+						<a href="interfaces/face.html" class="tsd-kind-icon">Face</a>
+					</li>
+					<li class=" tsd-kind-interface">
+						<a href="interfaces/hand.html" class="tsd-kind-icon">Hand</a>
+					</li>
+					<li class=" tsd-kind-interface">
+						<a href="interfaces/item.html" class="tsd-kind-icon">Item</a>
+					</li>
+					<li class=" tsd-kind-interface">
+						<a href="interfaces/person.html" class="tsd-kind-icon">Person</a>
+					</li>
+					<li class=" tsd-kind-interface">
+						<a href="interfaces/result.html" class="tsd-kind-icon">Result</a>
+					</li>
+					<li class=" tsd-kind-type-alias">
+						<a href="modules.html#error" class="tsd-kind-icon">Error</a>
+					</li>
+					<li class=" tsd-kind-type-alias">
+						<a href="modules.html#gesture" class="tsd-kind-icon">Gesture</a>
+					</li>
+					<li class=" tsd-kind-type-alias">
+						<a href="modules.html#input" class="tsd-kind-icon">Input</a>
+					</li>
+					<li class=" tsd-kind-type-alias">
+						<a href="modules.html#tensorflow" class="tsd-kind-icon">Tensor<wbr>Flow</a>
+					</li>
+				</ul>
+			</nav>
+		</div>
+	</div>
+</div>
+<footer>
+	<div class="container">
+		<h2>Legend</h2>
+		<div class="tsd-legend-group">
+			<ul class="tsd-legend">
+				<li class="tsd-kind-constructor tsd-parent-kind-class"><span class="tsd-kind-icon">Constructor</span></li>
+				<li class="tsd-kind-property tsd-parent-kind-class"><span class="tsd-kind-icon">Property</span></li>
+				<li class="tsd-kind-method tsd-parent-kind-class"><span class="tsd-kind-icon">Method</span></li>
+			</ul>
+			<ul class="tsd-legend">
+				<li class="tsd-kind-property tsd-parent-kind-interface"><span class="tsd-kind-icon">Property</span></li>
+			</ul>
+		</div>
+	</div>
+</footer>
+<div class="overlay"></div>
+<script src="assets/js/main.js"></script>
+</body>
+</html>
\ No newline at end of file