From 68f7113925093a6f72b72de2de42460b4fd5bb50 Mon Sep 17 00:00:00 2001 From: Vladimir Mandic Date: Wed, 6 Oct 2021 11:33:58 -0400 Subject: [PATCH] release 2.3.1 --- CHANGELOG.md | 6 +- dist/human.esm-nobundle.js | 2 +- dist/human.esm.js | 2 +- dist/human.js | 2 +- dist/human.node-gpu.js | 2 +- dist/human.node-wasm.js | 2 +- dist/human.node.js | 2 +- test/build.log | 48 +- test/test.log | 1204 ++++++++--------- typedoc/classes/Human.html | 2 +- typedoc/classes/Models.html | 2 +- typedoc/index.html | 2 +- typedoc/interfaces/BodyConfig.html | 2 +- typedoc/interfaces/BodyResult.html | 2 +- typedoc/interfaces/Config.html | 2 +- typedoc/interfaces/DrawOptions.html | 2 +- typedoc/interfaces/FaceConfig.html | 2 +- typedoc/interfaces/FaceDescriptionConfig.html | 2 +- typedoc/interfaces/FaceDetectorConfig.html | 2 +- typedoc/interfaces/FaceEmotionConfig.html | 2 +- typedoc/interfaces/FaceIrisConfig.html | 2 +- typedoc/interfaces/FaceMeshConfig.html | 2 +- typedoc/interfaces/FaceResult.html | 2 +- typedoc/interfaces/FilterConfig.html | 2 +- typedoc/interfaces/GestureConfig.html | 2 +- typedoc/interfaces/HandConfig.html | 2 +- typedoc/interfaces/HandResult.html | 2 +- typedoc/interfaces/ObjectConfig.html | 2 +- typedoc/interfaces/ObjectResult.html | 2 +- typedoc/interfaces/PersonResult.html | 2 +- typedoc/interfaces/Result.html | 2 +- typedoc/interfaces/SegmentationConfig.html | 2 +- 32 files changed, 660 insertions(+), 656 deletions(-) diff --git a/CHANGELOG.md b/CHANGELOG.md index 6a4e2d50..0d0ef3ef 100644 --- a/CHANGELOG.md +++ b/CHANGELOG.md @@ -9,8 +9,12 @@ ## Changelog -### **HEAD -> main** 2021/10/04 mandic00@live.com +### **2.3.1** 2021/10/06 mandic00@live.com + +### **origin/main** 2021/10/06 mandic00@live.com + +- fix backend conflict in webworker - add blazepose v2 and add annotations to body results - fix backend order initialization - added docker notes diff --git a/dist/human.esm-nobundle.js b/dist/human.esm-nobundle.js index 4c613ff0..7fe46949 100644 --- a/dist/human.esm-nobundle.js +++ b/dist/human.esm-nobundle.js @@ -236,7 +236,7 @@ var version9 = { }; // package.json -var version10 = "2.3.0"; +var version10 = "2.3.1"; // src/image/imagefx.ts function GLProgram(gl, vertexSource, fragmentSource) { diff --git a/dist/human.esm.js b/dist/human.esm.js index d7080acc..b0dffa06 100644 --- a/dist/human.esm.js +++ b/dist/human.esm.js @@ -60304,7 +60304,7 @@ var version92 = { }; // package.json -var version6 = "2.3.0"; +var version6 = "2.3.1"; // src/image/imagefx.ts function GLProgram(gl, vertexSource, fragmentSource) { diff --git a/dist/human.js b/dist/human.js index 2328901d..181d1307 100644 --- a/dist/human.js +++ b/dist/human.js @@ -4610,7 +4610,7 @@ return a / b;`,$te=` } setOutput(${l}); } - `}};function 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wae(e){Lk=e.wasm.cwrap(ol,null,["number","number","number","array","number","array","array","number","number"])}function kae(e){let{backend:t,inputs:n,attrs:s}=e,{x:r}=n,{blockSize:a,dataFormat:o}=s;w.assert(a>1,()=>`blockSize should be > 1 for depthToSpace, but was: ${a}`);let i=r.shape[0],l=o==="NHWC"?r.shape[1]:r.shape[2],u=o==="NHWC"?r.shape[2]:r.shape[3],c=o==="NHWC"?r.shape[3]:r.shape[1],d=l*a,p=u*a,h=c/(a*a),m=o==="NHWC"?[i,d,p,h]:[i,h,d,p],f=t.makeOutput(m,"float32"),A=t.dataIdMap.get(r.dataId).id,y=new Uint8Array(new Int32Array(w.computeStrides(r.shape)).buffer),x=new Uint8Array(new Int32Array(m).buffer),b=new Uint8Array(new Int32Array(w.computeStrides(m)).buffer),v=t.dataIdMap.get(f.dataId).id;return Lk(A,a,o==="NHWC"?1:0,y,r.shape.length-1,x,b,m.length,v),f}var Iae={kernelName:ol,backendName:"wasm",setupFunc:wae,kernelFunc:kae},Bk;function Sae(e){Bk=e.wasm.cwrap(so,null,["number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number"])}function Cae(e){let{inputs:t,attrs:n,backend:s}=e,{x:r,filter:a}=t,o=s.dataIdMap.get(r.dataId).id,i=s.dataIdMap.get(a.dataId).id,{strides:l,dilations:u,pad:c,dimRoundingMode:d}=n,p=u==null?[1,1]:u,h=_.computeConv2DInfo(r.shape,a.shape,l,p,c,d,!0),m=h.filterHeight,f=h.filterWidth,g=h.padInfo.top,A=h.padInfo.right,y=h.padInfo.bottom,x=h.padInfo.left,b=h.dilationHeight,v=h.dilationWidth,k=h.strideHeight,S=h.strideWidth,C=h.inChannels,D=h.outChannels,O=h.padInfo.type==="SAME"?1:0;if(h.dataFormat!=="channelsLast")throw new Error(`wasm backend DepthwiseConv2dNative does not support dataFormat:'${h.dataFormat}'. Please use 'channelsLast'.`);let E=s.makeOutput(h.outShape,"float32"),R=s.dataIdMap.get(E.dataId).id;return Bk(o,r.shape[0],r.shape[1],r.shape[2],i,m,f,g,A,y,x,O,b,v,k,S,C,D,R),E}var Tae={kernelName:so,backendName:"wasm",setupFunc:Sae,kernelFunc:Cae},Nae=vn(ao),Eae=!1,Rae=On(ll,Eae,"bool"),Dae=vn(oo);function V2(e){let{inputs:t,attrs:n,backend:s}=e,{input:r}=t,{dim:a}=n,o=r.shape.length,i=r.shape.slice(),l=a;return a<0&&(w.assert(-(o+1)<=a,()=>`Axis must be in the interval [${-(o+1)}, ${o}]`),l=o+a+1),i.splice(l,0,1),Xn({inputs:{x:r},backend:s,attrs:{shape:i}})}var _ae={kernelName:ul,backendName:"wasm",kernelFunc:V2};function Wk(e){let{attrs:{shape:t,value:n,dtype:s},backend:r}=e,a=r.makeOutput(t,s);return r.typedArrayFromHeap(a).fill(n),a}var $ae={kernelName:Ac,backendName:"wasm",kernelFunc:Wk},Vk;function Fae(e){Vk=e.wasm.cwrap(dl,null,["number","number","number","number","number","number"])}function Oae(e){let{inputs:t,backend:n}=e,{image:s}=t,r=n.makeOutput(s.shape,s.dtype),a=n.dataIdMap.get(s.dataId).id,o=n.dataIdMap.get(r.dataId).id,[i,l,u,c]=s.shape;return Vk(a,i,l,u,c,o),r}var Pae={kernelName:dl,backendName:"wasm",kernelFunc:Oae,setupFunc:Fae},Mae=vn(io),zae=!1,Lae=On(lo,zae),Uk;function Bae(e){Uk=e.wasm.cwrap(uo,null,["number","number","number","number","number","number","number"])}function Wae(e){let{backend:t,inputs:n,attrs:s}=e,{varianceEpsilon:r}=s,{x:a,mean:o,variance:i,offset:l,scale:u}=n,c=t.dataIdMap.get(a.dataId).id,d=t.dataIdMap.get(o.dataId).id,p=t.dataIdMap.get(i.dataId).id,h=l!=null?t.dataIdMap.get(l.dataId).id:0,m=u!=null?t.dataIdMap.get(u.dataId).id:0,f=t.makeOutput(a.shape,a.dtype);if(w.sizeFromShape(a.shape)===0)return f;let g=t.dataIdMap.get(f.dataId).id;return Uk(c,d,p,h,m,r,g),f}var Vae={kernelName:uo,backendName:"wasm",setupFunc:Bae,kernelFunc:Wae},Hk;function Uae(e){Hk=e.wasm.cwrap(Ho,null,["number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number"])}function Hae(e){let{inputs:t,attrs:n,backend:s}=e,{x:r,filter:a,bias:o,preluActivationWeights:i}=t,{strides:l,pad:u,dilations:c,dataFormat:d,dimRoundingMode:p,activation:h,leakyreluAlpha:m}=n,f=_.computeConv2DInfo(r.shape,a.shape,l,c,u,p),g=Md[h];if(g==null)throw new Error(`${h} activation not yet supported for FusedConv2D in the wasm backend.`);let A=s.dataIdMap.get(r.dataId).id,y=s.dataIdMap.get(a.dataId).id,x=f.outChannels,b=0;if(o!=null){let Q=s.dataIdMap.get(o.dataId);if(Q.shape.length!==1)throw new Error(`FusedConv2D only supports rank-1 bias but got rank ${Q.shape.length}.`);if(Q.shape[0]!==x)throw new Error(`FusedConv2D bias shape (${Q.shape}) does not match the number of output channels (${x})`);b=Q.id}let v=f.filterHeight,k=f.filterWidth,S=f.padInfo.top,C=f.padInfo.right,D=f.padInfo.bottom,O=f.padInfo.left,E=f.dilationHeight,R=f.dilationWidth,T=f.strideHeight,P=f.strideWidth,U=f.inChannels,j=f.padInfo.type==="SAME"?1:0,q=f.batchSize,X=f.inHeight,te=f.inWidth;if(d!=="NHWC")throw new Error(`wasm backend FusedConv2D does not support dataFormat:'${d}'. Please use 'NHWC'.`);let ne=s.makeOutput(f.outShape,"float32"),se=s.dataIdMap.get(ne.dataId).id,ae=i==null?0:s.dataIdMap.get(i.dataId).id;return Hk(A,q,X,te,y,v,k,b,S,C,D,O,j,E,R,T,P,U,x,g,ae,m||0,se),ne}var Gae={kernelName:Ho,backendName:"wasm",setupFunc:Uae,kernelFunc:Hae},Gk;function jae(e){Gk=e.wasm.cwrap(Go,null,["number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number"])}function qae(e){let{inputs:t,attrs:n,backend:s}=e,{x:r,filter:a,bias:o,preluActivationWeights:i}=t,{strides:l,pad:u,dilations:c,dataFormat:d,dimRoundingMode:p,activation:h,leakyreluAlpha:m}=n,f=_.computeConv2DInfo(r.shape,a.shape,l,c,u,p,!0),g=Md[h];if(g==null)throw new Error(`${h} activation not yet supported for FusedDepthwiseConv2D in the wasm backend.`);let A=s.dataIdMap.get(r.dataId).id,y=s.dataIdMap.get(a.dataId).id,x=f.outChannels,b=0;if(o!=null){let Q=s.dataIdMap.get(o.dataId);if(Q.shape.length!==1)throw new Error(`FusedDepthwiseConv2D only supports rank-1 bias but got rank ${Q.shape.length}.`);if(Q.shape[0]!==x)throw new Error(`FusedDepthwiseConv2D bias shape (${Q.shape}) does not match the number of output channels (${x})`);b=Q.id}let v=f.filterHeight,k=f.filterWidth,S=f.padInfo.top,C=f.padInfo.right,D=f.padInfo.bottom,O=f.padInfo.left,E=f.dilationHeight,R=f.dilationWidth,T=f.strideHeight,P=f.strideWidth,U=f.inChannels,j=f.padInfo.type==="SAME"?1:0,q=f.batchSize,X=f.inHeight,te=f.inWidth;if(d!=="NHWC")throw new Error(`wasm backend FusedDepthwiseConv2D does not support dataFormat:'${d}'. 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Please use 'channelsLast'.`);let S=s.makeOutput(c.outShape,"float32"),C=s.dataIdMap.get(S.dataId).id;return Zk(a,r.shape[0],r.shape[1],r.shape[2],d,p,h,m,f,g,A,y,x,b,v,k,C),S}var woe={kernelName:Ao,backendName:"wasm",setupFunc:boe,kernelFunc:voe},Yk;function koe(e){Yk=e.wasm.cwrap(yo,null,["number, number, number"])}function Ioe(e){let{backend:t,inputs:n,attrs:s}=e,{axis:r,keepDims:a}=s,{x:o}=n,i=t.dataIdMap.get(o.dataId).id,l=i,u=o,{transposed:c,axes:d,originalAxes:p,inputWasTransposed:h}=Da(o,r,t),m=d;if(h){let b=t.dataIdMap.get(c.dataId).id;b!==i&&(u=c,l=b,m=_.getInnerMostAxes(m.length,u.shape.length))}_.assertAxesAreInnerMostDims("mean",m,u.shape.length);let[f,g]=_.computeOutAndReduceShapes(u.shape,m),A=w.sizeFromShape(g),y=u;u.dtype!=="float32"&&(y=k0({backend:t,inputs:{x:u},attrs:{dtype:"float32"}}),l=t.dataIdMap.get(y.dataId).id);let x=t.makeOutput(f,"float32");if(w.sizeFromShape(u.shape)!==0){let b=t.dataIdMap.get(x.dataId).id;Yk(l,A,b)}if(h&&t.disposeData(c.dataId),a){let b=_.expandShapeToKeepDim(x.shape,p);x.shape=b}return u.dtype!=="float32"&&t.disposeData(y.dataId),x}var Soe={kernelName:yo,backendName:"wasm",setupFunc:koe,kernelFunc:Ioe},Jk;function Coe(e){Jk=e.wasm.cwrap(xo,null,["number, number, number"])}function Toe(e){let{backend:t,inputs:n,attrs:s}=e,{axis:r,keepDims:a}=s,{x:o}=n,i=t.dataIdMap.get(o.dataId).id,l=i,u=o,{transposed:c,axes:d,originalAxes:p,inputWasTransposed:h}=Da(o,r,t);if(h){let x=t.dataIdMap.get(c.dataId).id;x!==i&&(u=c,l=x)}let m=u.shape.length;_.assertAxesAreInnerMostDims("min",d,m);let[f,g]=_.computeOutAndReduceShapes(u.shape,d),A=w.sizeFromShape(g),y=t.makeOutput(f,u.dtype);if(w.sizeFromShape(u.shape)!==0){let x=t.dataIdMap.get(y.dataId).id;Jk(l,A,x)}if(h&&t.disposeData(c.dataId),a){let x=_.expandShapeToKeepDim(y.shape,p);y.shape=x}return y}var Noe={kernelName:xo,backendName:"wasm",setupFunc:Coe,kernelFunc:Toe},Eoe=!1,Roe=On(bo,Eoe),U2;(function(e){e[e.reflect=0]="reflect",e[e.symmetric=1]="symmetric"})(U2||(U2={}));var Qk;function Doe(e){Qk=e.wasm.cwrap(vo,null,["number","array","number","number","array","array","number","number"])}function _oe(e){let{inputs:{x:t},backend:n,attrs:{paddings:s,mode:r}}=e,a=s.map((m,f)=>m[0]+t.shape[f]+m[1]),o=n.dataIdMap.get(t.dataId).id,i=n.makeOutput(a,t.dtype),l=n.dataIdMap.get(i.dataId).id,u=new Uint8Array(new Int32Array(t.shape).buffer),c=s.map(m=>m[0]),d=s.map(m=>m[1]),p=new Uint8Array(new Int32Array(c).buffer),h=new Uint8Array(new Int32Array(d).buffer);return Qk(o,u,t.shape.length,qn[t.dtype],p,h,U2[r],l),i}var $oe={kernelName:vo,backendName:"wasm",kernelFunc:_oe,setupFunc:Doe},Foe=!0,Ooe=On(wo,Foe),Poe=vn(kl);function H2(e,t){let n=new Int32Array(e.wasm.HEAPU8.buffer,t,4),s=n[0],r=n[1],a=n[2],o=n[3];return e.wasm._free(t),{pSelectedIndices:s,selectedSize:r,pSelectedScores:a,pValidOutputs:o}}var e8;function Moe(e){e8=e.wasm.cwrap(Sl,"number",["number","number","number","number","number"])}function zoe(e){let{backend:t,inputs:n,attrs:s}=e,{iouThreshold:r,maxOutputSize:a,scoreThreshold:o}=s,{boxes:i,scores:l}=n,u=t.dataIdMap.get(i.dataId).id,c=t.dataIdMap.get(l.dataId).id,d=e8(u,c,a,r,o),{pSelectedIndices:p,selectedSize:h,pSelectedScores:m,pValidOutputs:f}=H2(t,d);return t.wasm._free(m),t.wasm._free(f),t.makeOutput([h],"int32",p)}var Loe={kernelName:Sl,backendName:"wasm",setupFunc:Moe,kernelFunc:zoe},t8;function Boe(e){t8=e.wasm.cwrap(Cl,"number",["number","number","number","number","number","bool"])}function Woe(e){let{backend:t,inputs:n,attrs:s}=e,{iouThreshold:r,maxOutputSize:a,scoreThreshold:o,padToMaxOutputSize:i}=s,{boxes:l,scores:u}=n,c=t.dataIdMap.get(l.dataId).id,d=t.dataIdMap.get(u.dataId).id,p=t8(c,d,a,r,o,i),{pSelectedIndices:h,selectedSize:m,pSelectedScores:f,pValidOutputs:g}=H2(t,p);t.wasm._free(f);let A=t.makeOutput([m],"int32",h),y=t.makeOutput([],"int32",g);return[A,y]}var Voe={kernelName:Cl,backendName:"wasm",setupFunc:Boe,kernelFunc:Woe},n8;function Uoe(e){n8=e.wasm.cwrap(Tl,"number",["number","number","number","number","number","number"])}function Hoe(e){let{backend:t,inputs:n,attrs:s}=e,{iouThreshold:r,maxOutputSize:a,scoreThreshold:o,softNmsSigma:i}=s,{boxes:l,scores:u}=n,c=t.dataIdMap.get(l.dataId).id,d=t.dataIdMap.get(u.dataId).id,p=n8(c,d,a,r,o,i),{pSelectedIndices:h,selectedSize:m,pSelectedScores:f,pValidOutputs:g}=H2(t,p);t.wasm._free(g);let A=t.makeOutput([m],"int32",h),y=t.makeOutput([m],"float32",f);return[A,y]}var Goe={kernelName:Tl,backendName:"wasm",setupFunc:Uoe,kernelFunc:Hoe},joe=!1,qoe=On(Il,joe,"bool"),s8;function Xoe(e){s8=e.wasm.cwrap(ko,null,["number","number","number","number","number"])}function Koe(e){let{inputs:t,backend:n,attrs:s}=e,{indices:r}=t,{depth:a,onValue:o,offValue:i}=s,l=n.makeOutput([...r.shape,a],"int32"),u=n.dataIdMap.get(l.dataId).id,d=n.dataIdMap.get(r.dataId).id;return s8(d,a,o,i,u),l}var Zoe={kernelName:ko,backendName:"wasm",setupFunc:Xoe,kernelFunc:Koe};function Yoe(e){let{inputs:{x:t},backend:n}=e,s=n.makeOutput(t.shape,t.dtype);return n.typedArrayFromHeap(s).fill(1),s}var Joe={kernelName:Nl,backendName:"wasm",kernelFunc:Yoe};function Qoe(e){let{inputs:t,backend:n,attrs:s}=e,{axis:r}=s;if(t.length===1)return V2({inputs:{input:t[0]},backend:n,attrs:{dim:r}});let a=t[0].shape,o=t[0].dtype;t.forEach(c=>{w.assertShapesMatch(a,c.shape,"All tensors passed to stack must have matching shapes"),w.assert(o===c.dtype,()=>"All tensors passed to stack must have matching dtypes")});let i=[],l=t.map(c=>{let d=V2({inputs:{input:c},backend:n,attrs:{dim:r}});return i.push(d),d}),u=Fk({inputs:l,backend:n,attrs:{axis:r}});return i.forEach(c=>n.disposeData(c.dataId)),u}var eie={kernelName:El,backendName:"wasm",kernelFunc:Qoe},r8;function tie(e){r8=e.wasm.cwrap(Io,null,["number","array","number","number","array","array","number","number"])}function nie(e){let{inputs:{x:t},backend:n,attrs:{paddings:s,constantValue:r}}=e,a=s.map((f,g)=>f[0]+t.shape[g]+f[1]);if(w.sizeFromShape(t.shape)===0)return Wk({backend:n,attrs:{shape:a,value:r,dtype:t.dtype}});let o=n.dataIdMap.get(t.dataId).id,i=n.makeOutput(a,t.dtype),u=n.dataIdMap.get(i.dataId).id,c=new Uint8Array(new Int32Array(t.shape).buffer),d=s.map(f=>f[0]),p=s.map(f=>f[1]),h=new Uint8Array(new Int32Array(d).buffer),m=new Uint8Array(new Int32Array(p).buffer);return r8(o,c,t.shape.length,qn[t.dtype],h,m,r,u),i}var a8={kernelName:Io,backendName:"wasm",kernelFunc:nie,setupFunc:tie},sie=!1,rie=On(So,sie),o8;function aie(e){o8=e.wasm.cwrap(Co,null,["number","number","number"])}function oie(e){let{inputs:t,backend:n}=e,{x:s,alpha:r}=t,a=n.dataIdMap.get(s.dataId).id,o=n.dataIdMap.get(r.dataId).id,i=n.makeOutput(s.shape,"float32"),l=n.dataIdMap.get(i.dataId).id;return o8(a,o,l),i}var iie={kernelName:Co,backendName:"wasm",setupFunc:aie,kernelFunc:oie},i8;function lie(e){i8=e.wasm.cwrap(Rl,null,["number","number","number","number"])}function uie(e){let{backend:t,inputs:n,attrs:s}=e,{axis:r,keepDims:a}=s,{x:o}=n,i=t.dataIdMap.get(o.dataId).id,l=i,u=o,{transposed:c,axes:d,originalAxes:p,inputWasTransposed:h}=Da(o,r,t),m=d;if(h){let x=t.dataIdMap.get(c.dataId).id;x!==i&&(u=c,l=x,m=_.getInnerMostAxes(m.length,u.shape.length))}_.assertAxesAreInnerMostDims("prod",m,u.shape.length);let[f,g]=_.computeOutAndReduceShapes(u.shape,m),A=w.sizeFromShape(g),y=t.makeOutput(f,u.dtype);if(w.sizeFromShape(u.shape)!==0){let x=t.dataIdMap.get(y.dataId).id;i8(l,A,qn[y.dtype],x)}if(h&&t.disposeData(c.dataId),a){let x=_.expandShapeToKeepDim(y.shape,p);y.shape=x}return y}var cie={kernelName:Rl,backendName:"wasm",setupFunc:lie,kernelFunc:uie},die=e=>{let{backend:t,attrs:n}=e,{start:s,stop:r,step:a,dtype:o}=n,i=p2(s,r,a,o),l=t.makeOutput([i.length],o);return 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wae(e){Lk=e.wasm.cwrap(ol,null,["number","number","number","array","number","array","array","number","number"])}function kae(e){let{backend:t,inputs:n,attrs:s}=e,{x:r}=n,{blockSize:a,dataFormat:o}=s;w.assert(a>1,()=>`blockSize should be > 1 for depthToSpace, but was: ${a}`);let i=r.shape[0],l=o==="NHWC"?r.shape[1]:r.shape[2],u=o==="NHWC"?r.shape[2]:r.shape[3],c=o==="NHWC"?r.shape[3]:r.shape[1],d=l*a,p=u*a,h=c/(a*a),m=o==="NHWC"?[i,d,p,h]:[i,h,d,p],f=t.makeOutput(m,"float32"),A=t.dataIdMap.get(r.dataId).id,y=new Uint8Array(new Int32Array(w.computeStrides(r.shape)).buffer),x=new Uint8Array(new Int32Array(m).buffer),b=new Uint8Array(new Int32Array(w.computeStrides(m)).buffer),v=t.dataIdMap.get(f.dataId).id;return Lk(A,a,o==="NHWC"?1:0,y,r.shape.length-1,x,b,m.length,v),f}var Iae={kernelName:ol,backendName:"wasm",setupFunc:wae,kernelFunc:kae},Bk;function Sae(e){Bk=e.wasm.cwrap(so,null,["number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number","number"])}function Cae(e){let{inputs:t,attrs:n,backend:s}=e,{x:r,filter:a}=t,o=s.dataIdMap.get(r.dataId).id,i=s.dataIdMap.get(a.dataId).id,{strides:l,dilations:u,pad:c,dimRoundingMode:d}=n,p=u==null?[1,1]:u,h=_.computeConv2DInfo(r.shape,a.shape,l,p,c,d,!0),m=h.filterHeight,f=h.filterWidth,g=h.padInfo.top,A=h.padInfo.right,y=h.padInfo.bottom,x=h.padInfo.left,b=h.dilationHeight,v=h.dilationWidth,k=h.strideHeight,S=h.strideWidth,C=h.inChannels,D=h.outChannels,O=h.padInfo.type==="SAME"?1:0;if(h.dataFormat!=="channelsLast")throw new Error(`wasm backend DepthwiseConv2dNative does not support dataFormat:'${h.dataFormat}'. 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b=_.expandShapeToKeepDim(x.shape,p);x.shape=b}return u.dtype!=="float32"&&t.disposeData(y.dataId),x}var Soe={kernelName:yo,backendName:"wasm",setupFunc:koe,kernelFunc:Ioe},Jk;function Coe(e){Jk=e.wasm.cwrap(xo,null,["number, number, number"])}function Toe(e){let{backend:t,inputs:n,attrs:s}=e,{axis:r,keepDims:a}=s,{x:o}=n,i=t.dataIdMap.get(o.dataId).id,l=i,u=o,{transposed:c,axes:d,originalAxes:p,inputWasTransposed:h}=Da(o,r,t);if(h){let x=t.dataIdMap.get(c.dataId).id;x!==i&&(u=c,l=x)}let m=u.shape.length;_.assertAxesAreInnerMostDims("min",d,m);let[f,g]=_.computeOutAndReduceShapes(u.shape,d),A=w.sizeFromShape(g),y=t.makeOutput(f,u.dtype);if(w.sizeFromShape(u.shape)!==0){let x=t.dataIdMap.get(y.dataId).id;Jk(l,A,x)}if(h&&t.disposeData(c.dataId),a){let x=_.expandShapeToKeepDim(y.shape,p);y.shape=x}return y}var Noe={kernelName:xo,backendName:"wasm",setupFunc:Coe,kernelFunc:Toe},Eoe=!1,Roe=On(bo,Eoe),U2;(function(e){e[e.reflect=0]="reflect",e[e.symmetric=1]="symmetric"})(U2||(U2={}));var Qk;function Doe(e){Qk=e.wasm.cwrap(vo,null,["number","array","number","number","array","array","number","number"])}function _oe(e){let{inputs:{x:t},backend:n,attrs:{paddings:s,mode:r}}=e,a=s.map((m,f)=>m[0]+t.shape[f]+m[1]),o=n.dataIdMap.get(t.dataId).id,i=n.makeOutput(a,t.dtype),l=n.dataIdMap.get(i.dataId).id,u=new Uint8Array(new Int32Array(t.shape).buffer),c=s.map(m=>m[0]),d=s.map(m=>m[1]),p=new Uint8Array(new Int32Array(c).buffer),h=new Uint8Array(new Int32Array(d).buffer);return Qk(o,u,t.shape.length,qn[t.dtype],p,h,U2[r],l),i}var $oe={kernelName:vo,backendName:"wasm",kernelFunc:_oe,setupFunc:Doe},Foe=!0,Ooe=On(wo,Foe),Poe=vn(kl);function H2(e,t){let n=new Int32Array(e.wasm.HEAPU8.buffer,t,4),s=n[0],r=n[1],a=n[2],o=n[3];return e.wasm._free(t),{pSelectedIndices:s,selectedSize:r,pSelectedScores:a,pValidOutputs:o}}var e8;function Moe(e){e8=e.wasm.cwrap(Sl,"number",["number","number","number","number","number"])}function zoe(e){let{backend:t,inputs:n,attrs:s}=e,{iouThreshold:r,maxOutputSize:a,scoreThreshold:o}=s,{boxes:i,scores:l}=n,u=t.dataIdMap.get(i.dataId).id,c=t.dataIdMap.get(l.dataId).id,d=e8(u,c,a,r,o),{pSelectedIndices:p,selectedSize:h,pSelectedScores:m,pValidOutputs:f}=H2(t,d);return t.wasm._free(m),t.wasm._free(f),t.makeOutput([h],"int32",p)}var Loe={kernelName:Sl,backendName:"wasm",setupFunc:Moe,kernelFunc:zoe},t8;function Boe(e){t8=e.wasm.cwrap(Cl,"number",["number","number","number","number","number","bool"])}function Woe(e){let{backend:t,inputs:n,attrs:s}=e,{iouThreshold:r,maxOutputSize:a,scoreThreshold:o,padToMaxOutputSize:i}=s,{boxes:l,scores:u}=n,c=t.dataIdMap.get(l.dataId).id,d=t.dataIdMap.get(u.dataId).id,p=t8(c,d,a,r,o,i),{pSelectedIndices:h,selectedSize:m,pSelectedScores:f,pValidOutputs:g}=H2(t,p);t.wasm._free(f);let A=t.makeOutput([m],"int32",h),y=t.makeOutput([],"int32",g);return[A,y]}var Voe={kernelName:Cl,backendName:"wasm",setupFunc:Boe,kernelFunc:Woe},n8;function Uoe(e){n8=e.wasm.cwrap(Tl,"number",["number","number","number","number","number","number"])}function Hoe(e){let{backend:t,inputs:n,attrs:s}=e,{iouThreshold:r,maxOutputSize:a,scoreThreshold:o,softNmsSigma:i}=s,{boxes:l,scores:u}=n,c=t.dataIdMap.get(l.dataId).id,d=t.dataIdMap.get(u.dataId).id,p=n8(c,d,a,r,o,i),{pSelectedIndices:h,selectedSize:m,pSelectedScores:f,pValidOutputs:g}=H2(t,p);t.wasm._free(g);let A=t.makeOutput([m],"int32",h),y=t.makeOutput([m],"float32",f);return[A,y]}var Goe={kernelName:Tl,backendName:"wasm",setupFunc:Uoe,kernelFunc:Hoe},joe=!1,qoe=On(Il,joe,"bool"),s8;function Xoe(e){s8=e.wasm.cwrap(ko,null,["number","number","number","number","number"])}function Koe(e){let{inputs:t,backend:n,attrs:s}=e,{indices:r}=t,{depth:a,onValue:o,offValue:i}=s,l=n.makeOutput([...r.shape,a],"int32"),u=n.dataIdMap.get(l.dataId).id,d=n.dataIdMap.get(r.dataId).id;return s8(d,a,o,i,u),l}var Zoe={kernelName:ko,backendName:"wasm",setupFunc:Xoe,kernelFunc:Koe};function Yoe(e){let{inputs:{x:t},backend:n}=e,s=n.makeOutput(t.shape,t.dtype);return n.typedArrayFromHeap(s).fill(1),s}var Joe={kernelName:Nl,backendName:"wasm",kernelFunc:Yoe};function Qoe(e){let{inputs:t,backend:n,attrs:s}=e,{axis:r}=s;if(t.length===1)return V2({inputs:{input:t[0]},backend:n,attrs:{dim:r}});let a=t[0].shape,o=t[0].dtype;t.forEach(c=>{w.assertShapesMatch(a,c.shape,"All tensors passed to stack must have matching shapes"),w.assert(o===c.dtype,()=>"All tensors passed to stack must have matching dtypes")});let i=[],l=t.map(c=>{let d=V2({inputs:{input:c},backend:n,attrs:{dim:r}});return i.push(d),d}),u=Fk({inputs:l,backend:n,attrs:{axis:r}});return i.forEach(c=>n.disposeData(c.dataId)),u}var eie={kernelName:El,backendName:"wasm",kernelFunc:Qoe},r8;function tie(e){r8=e.wasm.cwrap(Io,null,["number","array","number","number","array","array","number","number"])}function 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Class Human

+Human | @vladmandic/human - v2.3.1
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Class Human

Human* library main class

All methods and properties are available only as members of Human class