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human
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fix node build and update model signatures

pull/134/head
Vladimir Mandic 2021-05-11 07:53:06 -04:00
parent 4390f94b50
commit 374a5a15c1
32 changed files with 3732 additions and 49554 deletions
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12
CHANGELOG.md
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@ -1,6 +1,6 @@
# @vladmandic/human # @vladmandic/human
Version: **1.8.3** Version: **1.8.4**
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** 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>** Author: **Vladimir Mandic <mandic00@live.com>**
@ -9,11 +9,15 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
## Changelog ## Changelog
### **1.8.4** 2021/05/11 mandic00@live.com
### **origin/main** 2021/05/05 mandic00@live.com
### **1.8.3** 2021/05/05 mandic00@live.com ### **1.8.3** 2021/05/05 mandic00@live.com
- switch posenet weights
### **origin/main** 2021/05/04 mandic00@live.com
### **1.8.2** 2021/05/04 mandic00@live.com ### **1.8.2** 2021/05/04 mandic00@live.com

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demo/helpers/three.js
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demo/index-worker.js
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@ -24,6 +24,7 @@ onmessage = async (msg) => {
} }
// must strip canvas from return value as it cannot be transfered from worker thread // must strip canvas from return value as it cannot be transfered from worker thread
if (result.canvas) result.canvas = null; if (result.canvas) result.canvas = null;
// @ts-ignore tslint wrong type matching for worker
postMessage({ result }); postMessage({ result });
busy = false; busy = false;
}; };

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dist/human.esm-nobundle.js vendored
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dist/human.esm-nobundle.js.map vendored
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dist/human.esm.js vendored
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dist/human.esm.js.map vendored
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dist/human.js vendored
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dist/human.js.map vendored
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79
dist/human.node-gpu.js vendored
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@ -7,12 +7,14 @@
var __create = Object.create; var __create = Object.create;
var __defProp = Object.defineProperty; var __defProp = Object.defineProperty;
var __getOwnPropDesc = Object.getOwnPropertyDescriptor;
var __getOwnPropNames = Object.getOwnPropertyNames;
var __getProtoOf = Object.getPrototypeOf; var __getProtoOf = Object.getPrototypeOf;
var __hasOwnProp = Object.prototype.hasOwnProperty; var __hasOwnProp = Object.prototype.hasOwnProperty;
var __getOwnPropNames = Object.getOwnPropertyNames;
var __getOwnPropDesc = Object.getOwnPropertyDescriptor;
var __markAsModule = (target) => __defProp(target, "__esModule", {value: true}); var __markAsModule = (target) => __defProp(target, "__esModule", {value: true});
var __commonJS = (cb, mod) => () => (mod || cb((mod = {exports: {}}).exports, mod), mod.exports); var __commonJS = (cb, mod) => function __require() {
return mod || (0, cb[Object.keys(cb)[0]])((mod = {exports: {}}).exports, mod), mod.exports;
};
var __export = (target, all2) => { var __export = (target, all2) => {
for (var name in all2) for (var name in all2)
__defProp(target, name, {get: all2[name], enumerable: true}); __defProp(target, name, {get: all2[name], enumerable: true});
@ -36,6 +38,11 @@ var __privateGet = (obj, member, getter) => {
__accessCheck(obj, member, "read from private field"); __accessCheck(obj, member, "read from private field");
return getter ? getter.call(obj) : member.get(obj); return getter ? getter.call(obj) : member.get(obj);
}; };
var __privateAdd = (obj, member, value) => {
if (member.has(obj))
throw TypeError("Cannot add the same private member more than once");
member instanceof WeakSet ? member.add(obj) : member.set(obj, value);
};
var __privateSet = (obj, member, value, setter) => { var __privateSet = (obj, member, value, setter) => {
__accessCheck(obj, member, "write to private field"); __accessCheck(obj, member, "write to private field");
setter ? setter.call(obj, value) : member.set(obj, value); setter ? setter.call(obj, value) : member.set(obj, value);
@ -43,23 +50,29 @@ var __privateSet = (obj, member, value, setter) => {
}; };
// dist/tfjs.esm.js // dist/tfjs.esm.js
var require_tfjs_esm = __commonJS((exports) => { var require_tfjs_esm = __commonJS({
var s = Object.create; "dist/tfjs.esm.js"(exports) {
var t = Object.defineProperty; var __create2 = Object.create;
var d = Object.getPrototypeOf; var __defProp2 = Object.defineProperty;
var g = Object.prototype.hasOwnProperty; var __getOwnPropDesc2 = Object.getOwnPropertyDescriptor;
var j = Object.getOwnPropertyNames; var __getOwnPropNames2 = Object.getOwnPropertyNames;
var l = Object.getOwnPropertyDescriptor; var __getProtoOf2 = Object.getPrototypeOf;
var p = (o) => t(o, "__esModule", {value: true}); var __hasOwnProp2 = Object.prototype.hasOwnProperty;
var r = (o, e, n) => { var __markAsModule2 = (target) => __defProp2(target, "__esModule", {value: true});
if (e && typeof e == "object" || typeof e == "function") var __reExport2 = (target, module22, desc) => {
for (let f of j(e)) if (module22 && typeof module22 === "object" || typeof module22 === "function") {
!g.call(o, f) && f !== "default" && t(o, f, {get: () => e[f], enumerable: !(n = l(e, f)) || n.enumerable}); for (let key of __getOwnPropNames2(module22))
return o; if (!__hasOwnProp2.call(target, key) && key !== "default")
}; __defProp2(target, key, {get: () => module22[key], enumerable: !(desc = __getOwnPropDesc2(module22, key)) || desc.enumerable});
var m = (o) => r(p(t(o != null ? s(d(o)) : {}, "default", o && o.__esModule && "default" in o ? {get: () => o.default, enumerable: true} : {value: o, enumerable: true})), o); }
p(exports); return target;
r(exports, m(require("@tensorflow/tfjs-node-gpu"))); };
var __toModule2 = (module22) => {
return __reExport2(__markAsModule2(__defProp2(module22 != null ? __create2(__getProtoOf2(module22)) : {}, "default", module22 && module22.__esModule && "default" in module22 ? {get: () => module22.default, enumerable: true} : {value: module22, enumerable: true})), module22);
};
__markAsModule2(exports);
__reExport2(exports, __toModule2(require("@tensorflow/tfjs-node-gpu")));
}
}); });
// src/human.ts // src/human.ts
@ -110,7 +123,7 @@ function mergeDeep(...objects) {
var config = { var config = {
backend: "webgl", backend: "webgl",
modelBasePath: "../models/", modelBasePath: "../models/",
wasmPath: "../assets/", wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist//",
debug: true, debug: true,
async: true, async: true,
videoOptimized: true, videoOptimized: true,
@ -19512,16 +19525,16 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
2Q==`; 2Q==`;
// package.json // package.json
var version = "1.8.3"; var version = "1.8.4";
// src/human.ts // src/human.ts
var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _sanity, _checkBackend, _warmupBitmap, _warmupCanvas, _warmupNode; var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _sanity, _checkBackend, _warmupBitmap, _warmupCanvas, _warmupNode;
var Human = class { var Human = class {
constructor(userConfig = {}) { constructor(userConfig = {}) {
_numTensors.set(this, void 0); __privateAdd(this, _numTensors, void 0);
_analyzeMemoryLeaks.set(this, void 0); __privateAdd(this, _analyzeMemoryLeaks, void 0);
_checkSanity.set(this, void 0); __privateAdd(this, _checkSanity, void 0);
_firstRun.set(this, void 0); __privateAdd(this, _firstRun, void 0);
this.analyze = (...msg) => { this.analyze = (...msg) => {
if (!__privateGet(this, _analyzeMemoryLeaks)) if (!__privateGet(this, _analyzeMemoryLeaks))
return; return;
@ -19532,7 +19545,7 @@ var Human = class {
if (leaked !== 0) if (leaked !== 0)
log(...msg, leaked); log(...msg, leaked);
}; };
_sanity.set(this, (input) => { __privateAdd(this, _sanity, (input) => {
if (!__privateGet(this, _checkSanity)) if (!__privateGet(this, _checkSanity))
return null; return null;
if (!input) if (!input)
@ -19546,7 +19559,7 @@ var Human = class {
} }
return null; return null;
}); });
_checkBackend.set(this, async (force = false) => { __privateAdd(this, _checkBackend, async (force = false) => {
var _a; var _a;
if (this.config.backend && this.config.backend.length > 0 && force || this.tf.getBackend() !== this.config.backend) { if (this.config.backend && this.config.backend.length > 0 && force || this.tf.getBackend() !== this.config.backend) {
const timeStamp = now(); const timeStamp = now();
@ -19598,7 +19611,7 @@ var Human = class {
this.perf.backend = Math.trunc(now() - timeStamp); this.perf.backend = Math.trunc(now() - timeStamp);
} }
}); });
_warmupBitmap.set(this, async () => { __privateAdd(this, _warmupBitmap, async () => {
const b64toBlob = (base64, type = "application/octet-stream") => fetch(`data:${type};base64,${base64}`).then((res2) => res2.blob()); const b64toBlob = (base64, type = "application/octet-stream") => fetch(`data:${type};base64,${base64}`).then((res2) => res2.blob());
let blob; let blob;
let res; let res;
@ -19619,7 +19632,7 @@ var Human = class {
} }
return res; return res;
}); });
_warmupCanvas.set(this, async () => new Promise((resolve) => { __privateAdd(this, _warmupCanvas, async () => new Promise((resolve) => {
let src; let src;
let size = 0; let size = 0;
switch (this.config.warmup) { switch (this.config.warmup) {
@ -19650,7 +19663,7 @@ var Human = class {
else else
resolve(null); resolve(null);
})); }));
_warmupNode.set(this, async () => { __privateAdd(this, _warmupNode, async () => {
const atob = (str) => Buffer.from(str, "base64"); const atob = (str) => Buffer.from(str, "base64");
let img; let img;
if (this.config.warmup === "face") if (this.config.warmup === "face")
@ -19660,8 +19673,8 @@ var Human = class {
if (!img) if (!img)
return null; return null;
let res; let res;
if (typeof tf16.node !== "undefined") { if (typeof tf16["node"] !== "undefined") {
const data = tf16.node.decodeJpeg(img); const data = tf16["node"].decodeJpeg(img);
const expanded = data.expandDims(0); const expanded = data.expandDims(0);
this.tf.dispose(data); this.tf.dispose(data);
res = await this.detect(expanded, this.config); res = await this.detect(expanded, this.config);

81
dist/human.node-wasm.js vendored
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@ -7,12 +7,14 @@
var __create = Object.create; var __create = Object.create;
var __defProp = Object.defineProperty; var __defProp = Object.defineProperty;
var __getOwnPropDesc = Object.getOwnPropertyDescriptor;
var __getOwnPropNames = Object.getOwnPropertyNames;
var __getProtoOf = Object.getPrototypeOf; var __getProtoOf = Object.getPrototypeOf;
var __hasOwnProp = Object.prototype.hasOwnProperty; var __hasOwnProp = Object.prototype.hasOwnProperty;
var __getOwnPropNames = Object.getOwnPropertyNames;
var __getOwnPropDesc = Object.getOwnPropertyDescriptor;
var __markAsModule = (target) => __defProp(target, "__esModule", {value: true}); var __markAsModule = (target) => __defProp(target, "__esModule", {value: true});
var __commonJS = (cb, mod) => () => (mod || cb((mod = {exports: {}}).exports, mod), mod.exports); var __commonJS = (cb, mod) => function __require() {
return mod || (0, cb[Object.keys(cb)[0]])((mod = {exports: {}}).exports, mod), mod.exports;
};
var __export = (target, all2) => { var __export = (target, all2) => {
for (var name in all2) for (var name in all2)
__defProp(target, name, {get: all2[name], enumerable: true}); __defProp(target, name, {get: all2[name], enumerable: true});
@ -36,6 +38,11 @@ var __privateGet = (obj, member, getter) => {
__accessCheck(obj, member, "read from private field"); __accessCheck(obj, member, "read from private field");
return getter ? getter.call(obj) : member.get(obj); return getter ? getter.call(obj) : member.get(obj);
}; };
var __privateAdd = (obj, member, value) => {
if (member.has(obj))
throw TypeError("Cannot add the same private member more than once");
member instanceof WeakSet ? member.add(obj) : member.set(obj, value);
};
var __privateSet = (obj, member, value, setter) => { var __privateSet = (obj, member, value, setter) => {
__accessCheck(obj, member, "write to private field"); __accessCheck(obj, member, "write to private field");
setter ? setter.call(obj, value) : member.set(obj, value); setter ? setter.call(obj, value) : member.set(obj, value);
@ -43,24 +50,30 @@ var __privateSet = (obj, member, value, setter) => {
}; };
// dist/tfjs.esm.js // dist/tfjs.esm.js
var require_tfjs_esm = __commonJS((exports) => { var require_tfjs_esm = __commonJS({
var w = Object.create; "dist/tfjs.esm.js"(exports) {
var e = Object.defineProperty; var __create2 = Object.create;
var a = Object.getPrototypeOf; var __defProp2 = Object.defineProperty;
var j = Object.prototype.hasOwnProperty; var __getOwnPropDesc2 = Object.getOwnPropertyDescriptor;
var l = Object.getOwnPropertyNames; var __getOwnPropNames2 = Object.getOwnPropertyNames;
var p = Object.getOwnPropertyDescriptor; var __getProtoOf2 = Object.getPrototypeOf;
var m = (o) => e(o, "__esModule", {value: true}); var __hasOwnProp2 = Object.prototype.hasOwnProperty;
var f = (o, r, s) => { var __markAsModule2 = (target) => __defProp2(target, "__esModule", {value: true});
if (r && typeof r == "object" || typeof r == "function") var __reExport2 = (target, module22, desc) => {
for (let t of l(r)) if (module22 && typeof module22 === "object" || typeof module22 === "function") {
!j.call(o, t) && t !== "default" && e(o, t, {get: () => r[t], enumerable: !(s = p(r, t)) || s.enumerable}); for (let key of __getOwnPropNames2(module22))
return o; if (!__hasOwnProp2.call(target, key) && key !== "default")
}; __defProp2(target, key, {get: () => module22[key], enumerable: !(desc = __getOwnPropDesc2(module22, key)) || desc.enumerable});
var n = (o) => f(m(e(o != null ? w(a(o)) : {}, "default", o && o.__esModule && "default" in o ? {get: () => o.default, enumerable: true} : {value: o, enumerable: true})), o); }
m(exports); return target;
f(exports, n(require("@tensorflow/tfjs"))); };
f(exports, n(require("@tensorflow/tfjs-backend-wasm"))); var __toModule2 = (module22) => {
return __reExport2(__markAsModule2(__defProp2(module22 != null ? __create2(__getProtoOf2(module22)) : {}, "default", module22 && module22.__esModule && "default" in module22 ? {get: () => module22.default, enumerable: true} : {value: module22, enumerable: true})), module22);
};
__markAsModule2(exports);
__reExport2(exports, __toModule2(require("@tensorflow/tfjs")));
__reExport2(exports, __toModule2(require("@tensorflow/tfjs-backend-wasm")));
}
}); });
// src/human.ts // src/human.ts
@ -111,7 +124,7 @@ function mergeDeep(...objects) {
var config = { var config = {
backend: "webgl", backend: "webgl",
modelBasePath: "../models/", modelBasePath: "../models/",
wasmPath: "../assets/", wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist//",
debug: true, debug: true,
async: true, async: true,
videoOptimized: true, videoOptimized: true,
@ -19513,16 +19526,16 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
2Q==`; 2Q==`;
// package.json // package.json
var version = "1.8.3"; var version = "1.8.4";
// src/human.ts // src/human.ts
var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _sanity, _checkBackend, _warmupBitmap, _warmupCanvas, _warmupNode; var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _sanity, _checkBackend, _warmupBitmap, _warmupCanvas, _warmupNode;
var Human = class { var Human = class {
constructor(userConfig = {}) { constructor(userConfig = {}) {
_numTensors.set(this, void 0); __privateAdd(this, _numTensors, void 0);
_analyzeMemoryLeaks.set(this, void 0); __privateAdd(this, _analyzeMemoryLeaks, void 0);
_checkSanity.set(this, void 0); __privateAdd(this, _checkSanity, void 0);
_firstRun.set(this, void 0); __privateAdd(this, _firstRun, void 0);
this.analyze = (...msg) => { this.analyze = (...msg) => {
if (!__privateGet(this, _analyzeMemoryLeaks)) if (!__privateGet(this, _analyzeMemoryLeaks))
return; return;
@ -19533,7 +19546,7 @@ var Human = class {
if (leaked !== 0) if (leaked !== 0)
log(...msg, leaked); log(...msg, leaked);
}; };
_sanity.set(this, (input) => { __privateAdd(this, _sanity, (input) => {
if (!__privateGet(this, _checkSanity)) if (!__privateGet(this, _checkSanity))
return null; return null;
if (!input) if (!input)
@ -19547,7 +19560,7 @@ var Human = class {
} }
return null; return null;
}); });
_checkBackend.set(this, async (force = false) => { __privateAdd(this, _checkBackend, async (force = false) => {
var _a; var _a;
if (this.config.backend && this.config.backend.length > 0 && force || this.tf.getBackend() !== this.config.backend) { if (this.config.backend && this.config.backend.length > 0 && force || this.tf.getBackend() !== this.config.backend) {
const timeStamp = now(); const timeStamp = now();
@ -19599,7 +19612,7 @@ var Human = class {
this.perf.backend = Math.trunc(now() - timeStamp); this.perf.backend = Math.trunc(now() - timeStamp);
} }
}); });
_warmupBitmap.set(this, async () => { __privateAdd(this, _warmupBitmap, async () => {
const b64toBlob = (base64, type = "application/octet-stream") => fetch(`data:${type};base64,${base64}`).then((res2) => res2.blob()); const b64toBlob = (base64, type = "application/octet-stream") => fetch(`data:${type};base64,${base64}`).then((res2) => res2.blob());
let blob; let blob;
let res; let res;
@ -19620,7 +19633,7 @@ var Human = class {
} }
return res; return res;
}); });
_warmupCanvas.set(this, async () => new Promise((resolve) => { __privateAdd(this, _warmupCanvas, async () => new Promise((resolve) => {
let src; let src;
let size = 0; let size = 0;
switch (this.config.warmup) { switch (this.config.warmup) {
@ -19651,7 +19664,7 @@ var Human = class {
else else
resolve(null); resolve(null);
})); }));
_warmupNode.set(this, async () => { __privateAdd(this, _warmupNode, async () => {
const atob = (str) => Buffer.from(str, "base64"); const atob = (str) => Buffer.from(str, "base64");
let img; let img;
if (this.config.warmup === "face") if (this.config.warmup === "face")
@ -19661,8 +19674,8 @@ var Human = class {
if (!img) if (!img)
return null; return null;
let res; let res;
if (typeof tf16.node !== "undefined") { if (typeof tf16["node"] !== "undefined") {
const data = tf16.node.decodeJpeg(img); const data = tf16["node"].decodeJpeg(img);
const expanded = data.expandDims(0); const expanded = data.expandDims(0);
this.tf.dispose(data); this.tf.dispose(data);
res = await this.detect(expanded, this.config); res = await this.detect(expanded, this.config);

79
dist/human.node.js vendored
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@ -7,12 +7,14 @@
var __create = Object.create; var __create = Object.create;
var __defProp = Object.defineProperty; var __defProp = Object.defineProperty;
var __getOwnPropDesc = Object.getOwnPropertyDescriptor;
var __getOwnPropNames = Object.getOwnPropertyNames;
var __getProtoOf = Object.getPrototypeOf; var __getProtoOf = Object.getPrototypeOf;
var __hasOwnProp = Object.prototype.hasOwnProperty; var __hasOwnProp = Object.prototype.hasOwnProperty;
var __getOwnPropNames = Object.getOwnPropertyNames;
var __getOwnPropDesc = Object.getOwnPropertyDescriptor;
var __markAsModule = (target) => __defProp(target, "__esModule", {value: true}); var __markAsModule = (target) => __defProp(target, "__esModule", {value: true});
var __commonJS = (cb, mod) => () => (mod || cb((mod = {exports: {}}).exports, mod), mod.exports); var __commonJS = (cb, mod) => function __require() {
return mod || (0, cb[Object.keys(cb)[0]])((mod = {exports: {}}).exports, mod), mod.exports;
};
var __export = (target, all2) => { var __export = (target, all2) => {
for (var name in all2) for (var name in all2)
__defProp(target, name, {get: all2[name], enumerable: true}); __defProp(target, name, {get: all2[name], enumerable: true});
@ -36,6 +38,11 @@ var __privateGet = (obj, member, getter) => {
__accessCheck(obj, member, "read from private field"); __accessCheck(obj, member, "read from private field");
return getter ? getter.call(obj) : member.get(obj); return getter ? getter.call(obj) : member.get(obj);
}; };
var __privateAdd = (obj, member, value) => {
if (member.has(obj))
throw TypeError("Cannot add the same private member more than once");
member instanceof WeakSet ? member.add(obj) : member.set(obj, value);
};
var __privateSet = (obj, member, value, setter) => { var __privateSet = (obj, member, value, setter) => {
__accessCheck(obj, member, "write to private field"); __accessCheck(obj, member, "write to private field");
setter ? setter.call(obj, value) : member.set(obj, value); setter ? setter.call(obj, value) : member.set(obj, value);
@ -43,23 +50,29 @@ var __privateSet = (obj, member, value, setter) => {
}; };
// dist/tfjs.esm.js // dist/tfjs.esm.js
var require_tfjs_esm = __commonJS((exports) => { var require_tfjs_esm = __commonJS({
var d = Object.create; "dist/tfjs.esm.js"(exports) {
var t = Object.defineProperty; var __create2 = Object.create;
var j = Object.getPrototypeOf; var __defProp2 = Object.defineProperty;
var l = Object.prototype.hasOwnProperty; var __getOwnPropDesc2 = Object.getOwnPropertyDescriptor;
var m = Object.getOwnPropertyNames; var __getOwnPropNames2 = Object.getOwnPropertyNames;
var p = Object.getOwnPropertyDescriptor; var __getProtoOf2 = Object.getPrototypeOf;
var s = (o) => t(o, "__esModule", {value: true}); var __hasOwnProp2 = Object.prototype.hasOwnProperty;
var r = (o, e, n) => { var __markAsModule2 = (target) => __defProp2(target, "__esModule", {value: true});
if (e && typeof e == "object" || typeof e == "function") var __reExport2 = (target, module22, desc) => {
for (let f of m(e)) if (module22 && typeof module22 === "object" || typeof module22 === "function") {
!l.call(o, f) && f !== "default" && t(o, f, {get: () => e[f], enumerable: !(n = p(e, f)) || n.enumerable}); for (let key of __getOwnPropNames2(module22))
return o; if (!__hasOwnProp2.call(target, key) && key !== "default")
}; __defProp2(target, key, {get: () => module22[key], enumerable: !(desc = __getOwnPropDesc2(module22, key)) || desc.enumerable});
var w = (o) => r(s(t(o != null ? d(j(o)) : {}, "default", o && o.__esModule && "default" in o ? {get: () => o.default, enumerable: true} : {value: o, enumerable: true})), o); }
s(exports); return target;
r(exports, w(require("@tensorflow/tfjs-node"))); };
var __toModule2 = (module22) => {
return __reExport2(__markAsModule2(__defProp2(module22 != null ? __create2(__getProtoOf2(module22)) : {}, "default", module22 && module22.__esModule && "default" in module22 ? {get: () => module22.default, enumerable: true} : {value: module22, enumerable: true})), module22);
};
__markAsModule2(exports);
__reExport2(exports, __toModule2(require("@tensorflow/tfjs-node")));
}
}); });
// src/human.ts // src/human.ts
@ -110,7 +123,7 @@ function mergeDeep(...objects) {
var config = { var config = {
backend: "webgl", backend: "webgl",
modelBasePath: "../models/", modelBasePath: "../models/",
wasmPath: "../assets/", wasmPath: "../node_modules/@tensorflow/tfjs-backend-wasm/dist//",
debug: true, debug: true,
async: true, async: true,
videoOptimized: true, videoOptimized: true,
@ -19512,16 +19525,16 @@ lBhEMohlFerLlBjEMohMVTEARDKCITsAk2AEgAAAkAAAAAAAAAAAAAAAAAAAAAAAASAAAAAAAAD/
2Q==`; 2Q==`;
// package.json // package.json
var version = "1.8.3"; var version = "1.8.4";
// src/human.ts // src/human.ts
var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _sanity, _checkBackend, _warmupBitmap, _warmupCanvas, _warmupNode; var _numTensors, _analyzeMemoryLeaks, _checkSanity, _firstRun, _sanity, _checkBackend, _warmupBitmap, _warmupCanvas, _warmupNode;
var Human = class { var Human = class {
constructor(userConfig = {}) { constructor(userConfig = {}) {
_numTensors.set(this, void 0); __privateAdd(this, _numTensors, void 0);
_analyzeMemoryLeaks.set(this, void 0); __privateAdd(this, _analyzeMemoryLeaks, void 0);
_checkSanity.set(this, void 0); __privateAdd(this, _checkSanity, void 0);
_firstRun.set(this, void 0); __privateAdd(this, _firstRun, void 0);
this.analyze = (...msg) => { this.analyze = (...msg) => {
if (!__privateGet(this, _analyzeMemoryLeaks)) if (!__privateGet(this, _analyzeMemoryLeaks))
return; return;
@ -19532,7 +19545,7 @@ var Human = class {
if (leaked !== 0) if (leaked !== 0)
log(...msg, leaked); log(...msg, leaked);
}; };
_sanity.set(this, (input) => { __privateAdd(this, _sanity, (input) => {
if (!__privateGet(this, _checkSanity)) if (!__privateGet(this, _checkSanity))
return null; return null;
if (!input) if (!input)
@ -19546,7 +19559,7 @@ var Human = class {
} }
return null; return null;
}); });
_checkBackend.set(this, async (force = false) => { __privateAdd(this, _checkBackend, async (force = false) => {
var _a; var _a;
if (this.config.backend && this.config.backend.length > 0 && force || this.tf.getBackend() !== this.config.backend) { if (this.config.backend && this.config.backend.length > 0 && force || this.tf.getBackend() !== this.config.backend) {
const timeStamp = now(); const timeStamp = now();
@ -19598,7 +19611,7 @@ var Human = class {
this.perf.backend = Math.trunc(now() - timeStamp); this.perf.backend = Math.trunc(now() - timeStamp);
} }
}); });
_warmupBitmap.set(this, async () => { __privateAdd(this, _warmupBitmap, async () => {
const b64toBlob = (base64, type = "application/octet-stream") => fetch(`data:${type};base64,${base64}`).then((res2) => res2.blob()); const b64toBlob = (base64, type = "application/octet-stream") => fetch(`data:${type};base64,${base64}`).then((res2) => res2.blob());
let blob; let blob;
let res; let res;
@ -19619,7 +19632,7 @@ var Human = class {
} }
return res; return res;
}); });
_warmupCanvas.set(this, async () => new Promise((resolve) => { __privateAdd(this, _warmupCanvas, async () => new Promise((resolve) => {
let src; let src;
let size = 0; let size = 0;
switch (this.config.warmup) { switch (this.config.warmup) {
@ -19650,7 +19663,7 @@ var Human = class {
else else
resolve(null); resolve(null);
})); }));
_warmupNode.set(this, async () => { __privateAdd(this, _warmupNode, async () => {
const atob = (str) => Buffer.from(str, "base64"); const atob = (str) => Buffer.from(str, "base64");
let img; let img;
if (this.config.warmup === "face") if (this.config.warmup === "face")
@ -19660,8 +19673,8 @@ var Human = class {
if (!img) if (!img)
return null; return null;
let res; let res;
if (typeof tf16.node !== "undefined") { if (typeof tf16["node"] !== "undefined") {
const data = tf16.node.decodeJpeg(img); const data = tf16["node"].decodeJpeg(img);
const expanded = data.expandDims(0); const expanded = data.expandDims(0);
this.tf.dispose(data); this.tf.dispose(data);
res = await this.detect(expanded, this.config); res = await this.detect(expanded, this.config);

2
dist/tfjs.esm.js vendored
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2
dist/tfjs.esm.js.map vendored
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File diff suppressed because one or more lines are too long

18
models/blazeface.json
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@ -4,11 +4,18 @@
"convertedBy": "https://github.com/vladmandic", "convertedBy": "https://github.com/vladmandic",
"userDefinedMetadata": "userDefinedMetadata":
{ {
"signature": "signature":
{
"inputs":
{ {
"inputs": {"input:0":{"name":"input:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"256"},{"size":"256"},{"size":"3"}]}}}, "input:0":{"name":"input:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"256"},{"size":"256"},{"size":"3"}]}}
"outputs": {"Identity_3:0":{"name":"Identity_3:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"384"},{"size":"16"}]}},"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"512"},{"size":"1"}]}},"Identity_1:0":{"name":"Identity_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"384"},{"size":"1"}]}},"Identity_2:0":{"name":"Identity_2:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"512"},{"size":"16"}]}}} },
"outputs":
{
"Identity_3:0":{"name":"Identity_3:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"384"},{"size":"16"}]}},"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"512"},{"size":"1"}]}},
"Identity_1:0":{"name":"Identity_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"384"},{"size":"1"}]}},"Identity_2:0":{"name":"Identity_2:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"512"},{"size":"16"}]}}
} }
}
}, },
"modelTopology": "modelTopology":
{ {
@ -273,10 +280,7 @@
{"name":"Identity_1","op":"Identity","input":["StatefulPartitionedCall/functional_1/tf_op_layer_classificators_2/classificators_2"],"attr":{"T":{"type":"DT_FLOAT"}}} {"name":"Identity_1","op":"Identity","input":["StatefulPartitionedCall/functional_1/tf_op_layer_classificators_2/classificators_2"],"attr":{"T":{"type":"DT_FLOAT"}}}
], ],
"library": {}, "library": {},
"versions": "versions": {}
{
"producer": 440
}
}, },
"weightsManifest": "weightsManifest":
[ [

18
models/blazepose.json
View File

@ -2,18 +2,21 @@
"format": "graph-model", "format": "graph-model",
"generatedBy": "https://github.com/google/mediapipe", "generatedBy": "https://github.com/google/mediapipe",
"convertedBy": "https://github.com/vladmandic", "convertedBy": "https://github.com/vladmandic",
"signature": "userDefinedMetadata":
{ {
"signature":
{
"inputs": "inputs":
{ {
"input_1:0": {"name":"input_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"256"},{"size":"256"},{"size":"3"}]}} "input_1:0": {"name":"input_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"256"},{"size":"256"},{"size":"3"}]}}
}, },
"outputs": "outputs":
{ {
"ld_3d:0": {"name":"ld_3d:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"195"}]}}, "ld_3d:0": {"name":"ld_3d:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"195"}]}},
"output_segmentation:0": {"name":"output_segmentation:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"128"},{"size":"128"},{"size":"1"}]}}, "output_segmentation:0": {"name":"output_segmentation:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"128"},{"size":"128"},{"size":"1"}]}},
"output_poseflag:0": {"name":"output_poseflag:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"1"}]}} "output_poseflag:0": {"name":"output_poseflag:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"1"}]}}
} }
}
}, },
"modelTopology": "modelTopology":
{ {
@ -616,10 +619,7 @@
{"name":"output_poseflag","op":"Reshape","input":["activation_poseflag","output_poseflag/shape"],"attr":{"Tshape":{"type":"DT_INT32"},"T":{"type":"DT_FLOAT"}}} {"name":"output_poseflag","op":"Reshape","input":["activation_poseflag","output_poseflag/shape"],"attr":{"Tshape":{"type":"DT_INT32"},"T":{"type":"DT_FLOAT"}}}
], ],
"library": {}, "library": {},
"versions": "versions": {}
{
"producer": 561
}
}, },
"weightsManifest": "weightsManifest":
[ [

17
models/emotion.json
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@ -4,11 +4,17 @@
"convertedBy": "https://github.com/vladmandic", "convertedBy": "https://github.com/vladmandic",
"userDefinedMetadata": "userDefinedMetadata":
{ {
"signature": "signature":
{
"inputs":
{ {
"inputs": {"input_1:0":{"name":"input_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"-1"},{"size":"64"},{"size":"64"},{"size":"1"}]}}}, "input_1:0":{"name":"input_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"-1"},{"size":"64"},{"size":"64"},{"size":"1"}]}}
"outputs": {"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"-1"},{"size":"7"}]}}} },
"outputs":
{
"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"-1"},{"size":"7"}]}}
} }
}
}, },
"modelTopology": "modelTopology":
{ {
@ -61,10 +67,7 @@
{"name":"Identity","op":"Identity","input":["StatefulPartitionedCall/model_1/predictions/Softmax"],"attr":{"T":{"type":"DT_FLOAT"}}} {"name":"Identity","op":"Identity","input":["StatefulPartitionedCall/model_1/predictions/Softmax"],"attr":{"T":{"type":"DT_FLOAT"}}}
], ],
"library": {}, "library": {},
"versions": "versions": {}
{
"producer": 440
}
}, },
"weightsManifest": "weightsManifest":
[ [

20
models/facemesh.json
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@ -4,11 +4,19 @@
"convertedBy": "https://github.com/vladmandic", "convertedBy": "https://github.com/vladmandic",
"userDefinedMetadata": "userDefinedMetadata":
{ {
"signature": "signature":
{
"inputs":
{ {
"inputs": {"input_1:0":{"name":"input_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"192"},{"size":"192"},{"size":"3"}]}}}, "input_1:0":{"name":"input_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"192"},{"size":"192"},{"size":"3"}]}}
"outputs": {"Identity_1:0":{"name":"Identity_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"266"}]}},"Identity_2:0":{"name":"Identity_2:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"1"}]}},"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"1404"}]}}} },
"outputs":
{
"Identity_1:0":{"name":"Identity_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"266"}]}},
"Identity_2:0":{"name":"Identity_2:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"1"}]}},
"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"1404"}]}}
} }
}
}, },
"modelTopology": "modelTopology":
{ {
@ -253,10 +261,8 @@
{"name":"Identity","op":"Identity","input":["StatefulPartitionedCall/model/output_mesh/Reshape","^Func/StatefulPartitionedCall/output_control_node/_204"],"attr":{"T":{"type":"DT_FLOAT"}}}, {"name":"Identity","op":"Identity","input":["StatefulPartitionedCall/model/output_mesh/Reshape","^Func/StatefulPartitionedCall/output_control_node/_204"],"attr":{"T":{"type":"DT_FLOAT"}}},
{"name":"Identity_1","op":"Identity","input":["StatefulPartitionedCall/model/output_contours/Reshape","^Func/StatefulPartitionedCall/output_control_node/_204"],"attr":{"T":{"type":"DT_FLOAT"}}} {"name":"Identity_1","op":"Identity","input":["StatefulPartitionedCall/model/output_contours/Reshape","^Func/StatefulPartitionedCall/output_control_node/_204"],"attr":{"T":{"type":"DT_FLOAT"}}}
], ],
"versions": "library": {},
{ "versions": {}
"producer": 134
}
}, },
"weightsManifest": "weightsManifest":
[ [

19
models/faceres.json
View File

@ -4,15 +4,16 @@
"convertedBy": "https://github.com/vladmandic", "convertedBy": "https://github.com/vladmandic",
"signature": "signature":
{ {
"inputs": { "inputs":
"input_1": { "name": "input_1", "dtype": "DT_FLOAT", "tensorShape":{"dim":[{"size":"-1"},{"size":"224"},{"size":"224"},{"size":"3"}]} } {
}, "input_1": { "name": "input_1", "dtype": "DT_FLOAT", "tensorShape":{"dim":[{"size":"-1"},{"size":"224"},{"size":"224"},{"size":"3"}]} }
"outputs": },
{ "outputs":
"gender_pred/Sigmoid:0": {"name":"gender_pred/Sigmoid:0", "dtype":"DT_FLOAT", "tensorShape":{"dim":[{"size":"1"},{"size":"1"}]} }, {
"global_pooling/Mean": {"name":"global_pooling/Mean", "dtype":"DT_FLOAT", "tensorShape":{"dim":[{"size":"1"},{"size":"1024"}]} }, "gender_pred/Sigmoid:0": {"name":"gender_pred/Sigmoid:0", "dtype":"DT_FLOAT", "tensorShape":{"dim":[{"size":"1"},{"size":"1"}]} },
"age_pred/Softmax:0": {"name":"age_pred/Softmax:0", "dtype":"DT_FLOAT", "tensorShape":{"dim":[{"size":"1"},{"size":"100"}]} } "global_pooling/Mean": {"name":"global_pooling/Mean", "dtype":"DT_FLOAT", "tensorShape":{"dim":[{"size":"1"},{"size":"1024"}]} },
} "age_pred/Softmax:0": {"name":"age_pred/Softmax:0", "dtype":"DT_FLOAT", "tensorShape":{"dim":[{"size":"1"},{"size":"100"}]} }
}
}, },
"modelTopology": "modelTopology":
{ {

19
models/handdetect.json
View File

@ -4,11 +4,17 @@
"convertedBy": "https://github.com/vladmandic", "convertedBy": "https://github.com/vladmandic",
"userDefinedMetadata": "userDefinedMetadata":
{ {
"signature": "signature":
{
"inputs":
{ {
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"outputs": {"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"2944"},{"size":"19"}]}}} },
"outputs":
{
"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"2944"},{"size":"19"}]}}
} }
}
}, },
"modelTopology": "modelTopology":
{ {
@ -366,11 +372,8 @@
{"name":"StatefulPartitionedCall/model/objects/concat","op":"ConcatV2","input":["StatefulPartitionedCall/model/classificators/concat","StatefulPartitionedCall/model/regressors/concat","StatefulPartitionedCall/model/objects/concat/axis"],"attr":{"T":{"type":"DT_FLOAT"},"N":{"i":"2"},"Tidx":{"type":"DT_INT32"}}}, {"name":"StatefulPartitionedCall/model/objects/concat","op":"ConcatV2","input":["StatefulPartitionedCall/model/classificators/concat","StatefulPartitionedCall/model/regressors/concat","StatefulPartitionedCall/model/objects/concat/axis"],"attr":{"T":{"type":"DT_FLOAT"},"N":{"i":"2"},"Tidx":{"type":"DT_INT32"}}},
{"name":"Identity","op":"Identity","input":["StatefulPartitionedCall/model/objects/concat"],"attr":{"T":{"type":"DT_FLOAT"}}} {"name":"Identity","op":"Identity","input":["StatefulPartitionedCall/model/objects/concat"],"attr":{"T":{"type":"DT_FLOAT"}}}
], ],
"versions": "library": {},
{ "versions": {}
"producer": 134,
"minConsumer": 12
}
}, },
"weightsManifest": "weightsManifest":
[ [

19
models/handskeleton.json
View File

@ -4,11 +4,18 @@
"convertedBy": "https://github.com/vladmandic", "convertedBy": "https://github.com/vladmandic",
"userDefinedMetadata": "userDefinedMetadata":
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"outputs": {"Identity_1:0":{"name":"Identity_1:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"1"}]}},"Identity:0":{"name":"Identity:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"63"}]}}} },
"outputs":
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@ -359,10 +366,8 @@
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12
models/iris.json
View File

@ -4,11 +4,17 @@
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"modelTopology": "modelTopology":
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31
models/nanodet.json
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@ -4,19 +4,19 @@
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@ -513,10 +513,7 @@
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27
models/posenet.json
View File

@ -4,17 +4,17 @@
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"outputs": "outputs":
{ {
"MobilenetV1/displacement_fwd_2/BiasAdd:0": {"name":"MobilenetV1/displacement_fwd_2/BiasAdd:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"25"},{"size":"25"},{"size":"32"}]}}, "MobilenetV1/displacement_fwd_2/BiasAdd:0": {"name":"MobilenetV1/displacement_fwd_2/BiasAdd:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"25"},{"size":"25"},{"size":"32"}]}},
"MobilenetV1/heatmap_2/BiasAdd:0": {"name":"MobilenetV1/heatmap_2/BiasAdd:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"25"},{"size":"25"},{"size":"17"}]}}, "MobilenetV1/heatmap_2/BiasAdd:0": {"name":"MobilenetV1/heatmap_2/BiasAdd:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"25"},{"size":"25"},{"size":"17"}]}},
"MobilenetV1/displacement_bwd_2/BiasAdd:0": {"name":"MobilenetV1/displacement_bwd_2/BiasAdd:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"25"},{"size":"25"},{"size":"32"}]}}, "MobilenetV1/displacement_bwd_2/BiasAdd:0": {"name":"MobilenetV1/displacement_bwd_2/BiasAdd:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"25"},{"size":"25"},{"size":"32"}]}},
"MobilenetV1/offset_2/BiasAdd:0": {"name":"MobilenetV1/offset_2/BiasAdd:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"25"},{"size":"25"},{"size":"34"}]}} "MobilenetV1/offset_2/BiasAdd:0": {"name":"MobilenetV1/offset_2/BiasAdd:0","dtype":"DT_FLOAT","tensorShape":{"dim":[{"size":"1"},{"size":"25"},{"size":"25"},{"size":"34"}]}}
} }
}, },
"modelTopology": "modelTopology":
{ {
@ -116,10 +116,7 @@
{"name":"MobilenetV1/displacement_bwd_2/BiasAdd","op":"_FusedConv2D","input":["MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6","Const_61","Const_60"],"device":"/device:CPU:0","attr":{"padding":{"s":"U0FNRQ=="},"dilations":{"list":{"i":["1","1","1","1"]}},"use_cudnn_on_gpu":{"b":true},"fused_ops":{"list":{"s":["Qmlhc0FkZA=="]}},"epsilon":{"f":0},"explicit_paddings":{"list":{}},"data_format":{"s":"TkhXQw=="},"T":{"type":"DT_FLOAT"},"strides":{"list":{"i":["1","1","1","1"]}},"num_args":{"i":"1"}}} {"name":"MobilenetV1/displacement_bwd_2/BiasAdd","op":"_FusedConv2D","input":["MobilenetV1/MobilenetV1/Conv2d_13_pointwise/Relu6","Const_61","Const_60"],"device":"/device:CPU:0","attr":{"padding":{"s":"U0FNRQ=="},"dilations":{"list":{"i":["1","1","1","1"]}},"use_cudnn_on_gpu":{"b":true},"fused_ops":{"list":{"s":["Qmlhc0FkZA=="]}},"epsilon":{"f":0},"explicit_paddings":{"list":{}},"data_format":{"s":"TkhXQw=="},"T":{"type":"DT_FLOAT"},"strides":{"list":{"i":["1","1","1","1"]}},"num_args":{"i":"1"}}}
], ],
"library": {}, "library": {},
"versions": "versions": {}
{
"producer": 561
}
}, },
"weightsManifest": "weightsManifest":
[ [

11
server/build.js
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@ -69,6 +69,9 @@ const targets = {
outfile: 'dist/tfjs.esm.js', outfile: 'dist/tfjs.esm.js',
external: ['@tensorflow'], external: ['@tensorflow'],
sourcemap: false, sourcemap: false,
minifyWhitespace: false,
minifyIdentifiers: false,
minifySyntax: false,
}, },
node: { node: {
platform: 'node', platform: 'node',
@ -90,6 +93,9 @@ const targets = {
outfile: 'dist/tfjs.esm.js', outfile: 'dist/tfjs.esm.js',
external: ['@tensorflow'], external: ['@tensorflow'],
sourcemap: false, sourcemap: false,
minifyWhitespace: false,
minifyIdentifiers: false,
minifySyntax: false,
}, },
node: { node: {
platform: 'node', platform: 'node',
@ -111,6 +117,9 @@ const targets = {
outfile: 'dist/tfjs.esm.js', outfile: 'dist/tfjs.esm.js',
external: ['@tensorflow'], external: ['@tensorflow'],
sourcemap: false, sourcemap: false,
minifyWhitespace: false,
minifyIdentifiers: false,
minifySyntax: false,
}, },
node: { node: {
platform: 'node', platform: 'node',
@ -159,7 +168,7 @@ const targets = {
entryPoints: ['src/human.ts'], entryPoints: ['src/human.ts'],
outfile: 'dist/human.js', outfile: 'dist/human.js',
external: ['fs', 'buffer', 'util', 'os'], external: ['fs', 'buffer', 'util', 'os'],
sourcemap: true, sourcemap: false,
}, },
esm: { esm: {
platform: 'browser', platform: 'browser',

34
server/build.log
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@ -1,17 +1,17 @@
2021-05-05 10:06:54 INFO:  @vladmandic/human version 1.8.3 2021-05-11 07:50:56 INFO:  @vladmandic/human version 1.8.4
2021-05-05 10:06:54 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 2021-05-11 07:50:56 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0
2021-05-05 10:06:54 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true} 2021-05-11 07:50:56 INFO:  Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true}
2021-05-05 10:06:54 STATE: Build for: node type: tfjs: {"imports":1,"importBytes":39,"outputBytes":696,"outputFiles":"dist/tfjs.esm.js"} 2021-05-11 07:50:56 STATE: Build for: node type: tfjs: {"imports":1,"importBytes":39,"outputBytes":1284,"outputFiles":"dist/tfjs.esm.js"}
2021-05-05 10:06:54 STATE: Build for: node type: node: {"imports":35,"importBytes":412756,"outputBytes":371901,"outputFiles":"dist/human.node.js"} 2021-05-11 07:50:56 STATE: Build for: node type: node: {"imports":35,"importBytes":413382,"outputBytes":372832,"outputFiles":"dist/human.node.js"}
2021-05-05 10:06:54 STATE: Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":43,"outputBytes":700,"outputFiles":"dist/tfjs.esm.js"} 2021-05-11 07:50:56 STATE: Build for: nodeGPU type: tfjs: {"imports":1,"importBytes":43,"outputBytes":1292,"outputFiles":"dist/tfjs.esm.js"}
2021-05-05 10:06:54 STATE: Build for: nodeGPU type: node: {"imports":35,"importBytes":412760,"outputBytes":371905,"outputFiles":"dist/human.node-gpu.js"} 2021-05-11 07:50:56 STATE: Build for: nodeGPU type: node: {"imports":35,"importBytes":413390,"outputBytes":372836,"outputFiles":"dist/human.node-gpu.js"}
2021-05-05 10:06:54 STATE: Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":81,"outputBytes":746,"outputFiles":"dist/tfjs.esm.js"} 2021-05-11 07:50:56 STATE: Build for: nodeWASM type: tfjs: {"imports":1,"importBytes":81,"outputBytes":1359,"outputFiles":"dist/tfjs.esm.js"}
2021-05-05 10:06:54 STATE: Build for: nodeWASM type: node: {"imports":35,"importBytes":412806,"outputBytes":371955,"outputFiles":"dist/human.node-wasm.js"} 2021-05-11 07:50:56 STATE: Build for: nodeWASM type: node: {"imports":35,"importBytes":413457,"outputBytes":372908,"outputFiles":"dist/human.node-wasm.js"}
2021-05-05 10:06:55 STATE: Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2488,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"} 2021-05-11 07:50:56 STATE: Build for: browserNoBundle type: tfjs: {"imports":1,"importBytes":2488,"outputBytes":1394,"outputFiles":"dist/tfjs.esm.js"}
2021-05-05 10:06:55 STATE: Build for: browserNoBundle type: esm: {"imports":35,"importBytes":413454,"outputBytes":229541,"outputFiles":"dist/human.esm-nobundle.js"} 2021-05-11 07:50:56 STATE: Build for: browserNoBundle type: esm: {"imports":35,"importBytes":413492,"outputBytes":229716,"outputFiles":"dist/human.esm-nobundle.js"}
2021-05-05 10:06:55 STATE: Build for: browserBundle type: tfjs: {"modules":1274,"moduleBytes":4114813,"imports":7,"importBytes":2488,"outputBytes":1111306,"outputFiles":"dist/tfjs.esm.js"} 2021-05-11 07:50:57 STATE: Build for: browserBundle type: tfjs: {"modules":1274,"moduleBytes":4114813,"imports":7,"importBytes":2488,"outputBytes":1111318,"outputFiles":"dist/tfjs.esm.js"}
2021-05-05 10:06:56 STATE: Build for: browserBundle type: iife: {"imports":35,"importBytes":1523366,"outputBytes":1337233,"outputFiles":"dist/human.js"} 2021-05-11 07:50:57 STATE: Build for: browserBundle type: iife: {"imports":35,"importBytes":1523416,"outputBytes":1337370,"outputFiles":"dist/human.js"}
2021-05-05 10:06:57 STATE: Build for: browserBundle type: esm: {"imports":35,"importBytes":1523366,"outputBytes":1337191,"outputFiles":"dist/human.esm.js"} 2021-05-11 07:50:58 STATE: Build for: browserBundle type: esm: {"imports":35,"importBytes":1523416,"outputBytes":1337362,"outputFiles":"dist/human.esm.js"}
2021-05-05 10:06:57 INFO:  Generate types: ["src/human.ts"] 2021-05-11 07:50:58 INFO:  Generate types: ["src/human.ts"]
2021-05-05 10:07:01 INFO:  Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"] 2021-05-11 07:51:03 INFO:  Update Change log: ["/home/vlado/dev/human/CHANGELOG.md"]
2021-05-05 10:07:01 INFO:  Generate TypeDocs: ["src/human.ts"] 2021-05-11 07:51:03 INFO:  Generate TypeDocs: ["src/human.ts"]

2
src/config.ts
View File

@ -202,7 +202,7 @@ const config: Config = {
backend: 'webgl', // select tfjs backend to use, leave empty to use default backend backend: 'webgl', // select tfjs backend to use, leave empty to use default backend
// can be 'webgl', 'wasm', 'cpu', or 'humangl' which is a custom version of webgl // can be 'webgl', 'wasm', 'cpu', or 'humangl' which is a custom version of webgl
modelBasePath: '../models/', // base path for all models modelBasePath: '../models/', // base path for all models
wasmPath: '../assets/', // path for wasm binariesm, only used for backend: wasm wasmPath: '../node_modules/@tensorflow/tfjs-backend-wasm/dist//', // path for wasm binaries, only used for backend: wasm
debug: true, // print additional status messages to console debug: true, // print additional status messages to console
async: true, // execute enabled models in parallel async: true, // execute enabled models in parallel
videoOptimized: true, // perform additional optimizations when input is video, videoOptimized: true, // perform additional optimizations when input is video,

4
src/embedding/embedding.ts
View File

@ -21,8 +21,8 @@ export function similarity(embedding1, embedding2, order = 2): number {
// general minkowski distance, euclidean distance is limited case where order is 2 // general minkowski distance, euclidean distance is limited case where order is 2
const distance = embedding1 const distance = embedding1
.map((val, i) => (Math.abs(embedding1[i] - embedding2[i]) ** order)) // distance squared .map((val, i) => (Math.abs(embedding1[i] - embedding2[i]) ** order)) // distance squared
.reduce((sum, now) => (sum + now), 0) // sum all distances .reduce((sum, now) => (sum + now), 0) // sum all distances into total
** (1 / order); // get root of ** (1 / order); // get root of total distances
const res = Math.max(Math.trunc(1000 * (1 - distance)) / 1000, 0); const res = Math.max(Math.trunc(1000 * (1 - distance)) / 1000, 0);
return res; return res;
} }

289
test/test.log
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@ -1,169 +1,120 @@
2021-05-05 10:05:29 INFO:  @vladmandic/human version 1.8.3 2021-05-11 07:51:30 INFO:  @vladmandic/human version 1.8.4
2021-05-05 10:05:29 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0 2021-05-11 07:51:30 INFO:  User: vlado Platform: linux Arch: x64 Node: v16.0.0
2021-05-05 10:05:29 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"] 2021-05-11 07:51:30 INFO:  tests: ["test-node.js","test-node-gpu.js","test-node-wasm.js"]
2021-05-05 10:05:29 INFO:  test-node.js start 2021-05-11 07:51:30 INFO:  test-node.js start
2021-05-05 10:05:30 STATE: test-node.js passed: create human 2021-05-11 07:51:30 STATE: test-node.js passed: create human
2021-05-05 10:05:30 INFO:  test-node.js human version: 1.8.3 2021-05-11 07:51:30 INFO:  test-node.js human version: 1.8.4
2021-05-05 10:05:30 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0 2021-05-11 07:51:30 INFO:  test-node.js platform: linux x64 agent: NodeJS v16.0.0
2021-05-05 10:05:30 INFO:  test-node.js tfjs version: 3.6.0 2021-05-11 07:51:30 INFO:  test-node.js tfjs version: 3.6.0
2021-05-05 10:05:31 STATE: test-node.js passed: set backend: tensorflow 2021-05-11 07:51:31 STATE: test-node.js passed: set backend: tensorflow
2021-05-05 10:05:31 STATE: test-node.js passed: load models 2021-05-11 07:51:31 STATE: test-node.js passed: load models
2021-05-05 10:05:31 STATE: test-node.js result: defined models: 12 loaded models: 6 2021-05-11 07:51:31 STATE: test-node.js result: defined models: 12 loaded models: 6
2021-05-05 10:05:31 STATE: test-node.js passed: warmup: none default 2021-05-11 07:51:31 STATE: test-node.js passed: warmup: none default
2021-05-05 10:05:33 STATE: test-node.js passed: warmup: face default 2021-05-11 07:51:32 STATE: test-node.js passed: warmup: face default
2021-05-05 10:05:33 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.52,"class":"person"} {"score":0.96,"keypoints":5} 2021-05-11 07:51:32 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.52,"class":"person"} {"score":0.96,"keypoints":5}
2021-05-05 10:05:33 DATA:  test-node.js result: performance: load: 440 total: 1540 2021-05-11 07:51:32 DATA:  test-node.js result: performance: load: 326 total: 1396
2021-05-05 10:05:34 STATE: test-node.js passed: warmup: body default 2021-05-11 07:51:34 STATE: test-node.js passed: warmup: body default
2021-05-05 10:05:34 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":29.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17} 2021-05-11 07:51:34 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":29.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17}
2021-05-05 10:05:34 DATA:  test-node.js result: performance: load: 440 total: 1455 2021-05-11 07:51:34 DATA:  test-node.js result: performance: load: 326 total: 1408
2021-05-05 10:05:34 INFO:  test-node.js test body variants 2021-05-11 07:51:34 INFO:  test-node.js test body variants
2021-05-05 10:05:35 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-05-11 07:51:35 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:05:37 STATE: test-node.js passed: detect: assets/human-sample-body.jpg posenet 2021-05-11 07:51:36 STATE: test-node.js passed: detect: assets/human-sample-body.jpg posenet
2021-05-05 10:05:37 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.91,"keypoints":17} 2021-05-11 07:51:36 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.91,"keypoints":17}
2021-05-05 10:05:37 DATA:  test-node.js result: performance: load: 440 total: 1494 2021-05-11 07:51:36 DATA:  test-node.js result: performance: load: 326 total: 1449
2021-05-05 10:05:38 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-05-11 07:51:37 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:05:39 STATE: test-node.js passed: detect: assets/human-sample-body.jpg blazepose 2021-05-11 07:51:39 STATE: test-node.js passed: detect: assets/human-sample-body.jpg blazepose
2021-05-05 10:05:39 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:51:39 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:05:39 DATA:  test-node.js result: performance: load: 440 total: 1483 2021-05-11 07:51:39 DATA:  test-node.js result: performance: load: 326 total: 1424
2021-05-05 10:05:40 STATE: test-node.js passed: detect: random default 2021-05-11 07:51:39 STATE: test-node.js passed: detect: random default
2021-05-05 10:05:40 DATA:  test-node.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 {} {} {"score":1,"keypoints":39} 2021-05-11 07:51:39 DATA:  test-node.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 {} {} {"score":1,"keypoints":39}
2021-05-05 10:05:40 DATA:  test-node.js result: performance: load: 440 total: 666 2021-05-11 07:51:39 DATA:  test-node.js result: performance: load: 326 total: 644
2021-05-05 10:05:40 INFO:  test-node.js test: first instance 2021-05-11 07:51:39 INFO:  test-node.js test: first instance
2021-05-05 10:05:40 STATE: test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-05-11 07:51:40 STATE: test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3]
2021-05-05 10:05:42 STATE: test-node.js passed: detect: assets/sample-me.jpg default 2021-05-11 07:51:41 STATE: test-node.js passed: detect: assets/sample-me.jpg default
2021-05-05 10:05:42 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:51:41 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:05:42 DATA:  test-node.js result: performance: load: 440 total: 1531 2021-05-11 07:51:41 DATA:  test-node.js result: performance: load: 326 total: 1403
2021-05-05 10:05:42 INFO:  test-node.js test: second instance 2021-05-11 07:51:41 INFO:  test-node.js test: second instance
2021-05-05 10:05:42 STATE: test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-05-11 07:51:41 STATE: test-node.js passed: load image: assets/sample-me.jpg [1,700,700,3]
2021-05-05 10:05:43 STATE: test-node.js passed: detect: assets/sample-me.jpg default 2021-05-11 07:51:43 STATE: test-node.js passed: detect: assets/sample-me.jpg default
2021-05-05 10:05:43 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:51:43 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:05:43 DATA:  test-node.js result: performance: load: 5 total: 1326 2021-05-11 07:51:43 DATA:  test-node.js result: performance: load: 2 total: 1289
2021-05-05 10:05:43 INFO:  test-node.js test: concurrent 2021-05-11 07:51:43 INFO:  test-node.js test: concurrent
2021-05-05 10:05:43 STATE: test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-05-11 07:51:43 STATE: test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
2021-05-05 10:05:43 STATE: test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-05-11 07:51:43 STATE: test-node.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
2021-05-05 10:05:44 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-05-11 07:51:44 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:05:46 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-05-11 07:51:45 STATE: test-node.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:05:51 STATE: test-node.js passed: detect: assets/human-sample-face.jpg default 2021-05-11 07:51:50 STATE: test-node.js passed: detect: assets/human-sample-face.jpg default
2021-05-05 10:05:51 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:51:50 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:05:51 DATA:  test-node.js result: performance: load: 440 total: 5170 2021-05-11 07:51:50 DATA:  test-node.js result: performance: load: 326 total: 5531
2021-05-05 10:05:51 STATE: test-node.js passed: detect: assets/human-sample-face.jpg default 2021-05-11 07:51:50 STATE: test-node.js passed: detect: assets/human-sample-face.jpg default
2021-05-05 10:05:51 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:51:50 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:05:51 DATA:  test-node.js result: performance: load: 5 total: 5170 2021-05-11 07:51:50 DATA:  test-node.js result: performance: load: 2 total: 5531
2021-05-05 10:05:51 STATE: test-node.js passed: detect: assets/human-sample-body.jpg default 2021-05-11 07:51:50 STATE: test-node.js passed: detect: assets/human-sample-body.jpg default
2021-05-05 10:05:51 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:51:50 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:05:51 DATA:  test-node.js result: performance: load: 440 total: 5170 2021-05-11 07:51:50 DATA:  test-node.js result: performance: load: 326 total: 5531
2021-05-05 10:05:51 STATE: test-node.js passed: detect: assets/human-sample-body.jpg default 2021-05-11 07:51:50 STATE: test-node.js passed: detect: assets/human-sample-body.jpg default
2021-05-05 10:05:51 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:51:50 DATA:  test-node.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:05:51 DATA:  test-node.js result: performance: load: 5 total: 5170 2021-05-11 07:51:50 DATA:  test-node.js result: performance: load: 2 total: 5531
2021-05-05 10:05:51 INFO:  test-node.js test complete: 20244 ms 2021-05-11 07:51:50 INFO:  test-node.js test complete: 19958 ms
2021-05-05 10:05:51 INFO:  test-node-gpu.js start 2021-05-11 07:51:50 INFO:  test-node-gpu.js start
2021-05-05 10:05:52 WARN:  test-node-gpu.js stderr: 2021-05-05 10:05:52.364035: 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 2021-05-11 07:51:51 WARN:  test-node-gpu.js stderr: 2021-05-11 07:51:51.375373: 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
2021-05-05 10:05:52 WARN:  test-node-gpu.js stderr: 2021-05-05 10:05:52.619918: 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 2021-05-11 07:51:51 WARN:  test-node-gpu.js stderr: 2021-05-11 07:51:51.427921: 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
2021-05-05 10:05:52 WARN:  test-node-gpu.js stderr: 2021-05-05 10:05:52.619948: 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 2021-05-11 07:51:51 WARN:  test-node-gpu.js stderr: 2021-05-11 07:51:51.428099: 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
2021-05-05 10:05:52 STATE: test-node-gpu.js passed: create human 2021-05-11 07:51:51 STATE: test-node-gpu.js passed: create human
2021-05-05 10:05:52 INFO:  test-node-gpu.js human version: 1.8.3 2021-05-11 07:51:51 INFO:  test-node-gpu.js human version: 1.8.4
2021-05-05 10:05:52 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0 2021-05-11 07:51:51 INFO:  test-node-gpu.js platform: linux x64 agent: NodeJS v16.0.0
2021-05-05 10:05:52 INFO:  test-node-gpu.js tfjs version: 3.6.0 2021-05-11 07:51:51 INFO:  test-node-gpu.js tfjs version: 3.6.0
2021-05-05 10:05:53 STATE: test-node-gpu.js passed: set backend: tensorflow 2021-05-11 07:51:51 STATE: test-node-gpu.js passed: set backend: tensorflow
2021-05-05 10:05:53 STATE: test-node-gpu.js passed: load models 2021-05-11 07:51:51 STATE: test-node-gpu.js passed: load models
2021-05-05 10:05:53 STATE: test-node-gpu.js result: defined models: 12 loaded models: 6 2021-05-11 07:51:51 STATE: test-node-gpu.js result: defined models: 12 loaded models: 6
2021-05-05 10:05:53 STATE: test-node-gpu.js passed: warmup: none default 2021-05-11 07:51:51 STATE: test-node-gpu.js passed: warmup: none default
2021-05-05 10:05:54 STATE: test-node-gpu.js passed: warmup: face default 2021-05-11 07:51:53 STATE: test-node-gpu.js passed: warmup: face default
2021-05-05 10:05:54 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.52,"class":"person"} {"score":0.96,"keypoints":5} 2021-05-11 07:51:53 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 5 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.52,"class":"person"} {"score":0.96,"keypoints":5}
2021-05-05 10:05:54 DATA:  test-node-gpu.js result: performance: load: 323 total: 1631 2021-05-11 07:51:53 DATA:  test-node-gpu.js result: performance: load: 323 total: 1404
2021-05-05 10:05:56 STATE: test-node-gpu.js passed: warmup: body default 2021-05-11 07:51:54 STATE: test-node-gpu.js passed: warmup: body default
2021-05-05 10:05:56 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":29.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17} 2021-05-11 07:51:54 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":29.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.92,"keypoints":17}
2021-05-05 10:05:56 DATA:  test-node-gpu.js result: performance: load: 323 total: 1407 2021-05-11 07:51:54 DATA:  test-node-gpu.js result: performance: load: 323 total: 1454
2021-05-05 10:05:56 INFO:  test-node-gpu.js test body variants 2021-05-11 07:51:54 INFO:  test-node-gpu.js test body variants
2021-05-05 10:05:57 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-05-11 07:51:55 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:05:58 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg posenet 2021-05-11 07:51:57 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg posenet
2021-05-05 10:05:58 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.91,"keypoints":17} 2021-05-11 07:51:57 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":0.91,"keypoints":17}
2021-05-05 10:05:58 DATA:  test-node-gpu.js result: performance: load: 323 total: 1712 2021-05-11 07:51:57 DATA:  test-node-gpu.js result: performance: load: 323 total: 1449
2021-05-05 10:05:59 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-05-11 07:51:58 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:06:01 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg blazepose 2021-05-11 07:51:59 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg blazepose
2021-05-05 10:06:01 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:51:59 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:06:01 DATA:  test-node-gpu.js result: performance: load: 323 total: 1407 2021-05-11 07:51:59 DATA:  test-node-gpu.js result: performance: load: 323 total: 1370
2021-05-05 10:06:02 STATE: test-node-gpu.js passed: detect: random default 2021-05-11 07:52:00 STATE: test-node-gpu.js passed: detect: random default
2021-05-05 10:06:02 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 {} {} {"score":1,"keypoints":39} 2021-05-11 07:52:00 DATA:  test-node-gpu.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 {} {} {"score":1,"keypoints":39}
2021-05-05 10:06:02 DATA:  test-node-gpu.js result: performance: load: 323 total: 626 2021-05-11 07:52:00 DATA:  test-node-gpu.js result: performance: load: 323 total: 671
2021-05-05 10:06:02 INFO:  test-node-gpu.js test: first instance 2021-05-11 07:52:00 INFO:  test-node-gpu.js test: first instance
2021-05-05 10:06:02 STATE: test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-05-11 07:52:00 STATE: test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3]
2021-05-05 10:06:03 STATE: test-node-gpu.js passed: detect: assets/sample-me.jpg default 2021-05-11 07:52:02 STATE: test-node-gpu.js passed: detect: assets/sample-me.jpg default
2021-05-05 10:06:03 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:52:02 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:06:03 DATA:  test-node-gpu.js result: performance: load: 323 total: 1334 2021-05-11 07:52:02 DATA:  test-node-gpu.js result: performance: load: 323 total: 1372
2021-05-05 10:06:03 INFO:  test-node-gpu.js test: second instance 2021-05-11 07:52:02 INFO:  test-node-gpu.js test: second instance
2021-05-05 10:06:04 STATE: test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3] 2021-05-11 07:52:02 STATE: test-node-gpu.js passed: load image: assets/sample-me.jpg [1,700,700,3]
2021-05-05 10:06:05 STATE: test-node-gpu.js passed: detect: assets/sample-me.jpg default 2021-05-11 07:52:03 STATE: test-node-gpu.js passed: detect: assets/sample-me.jpg default
2021-05-05 10:06:05 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:52:03 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 2 {"confidence":1,"age":39.2,"gender":"male"} {"score":0.7,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:06:05 DATA:  test-node-gpu.js result: performance: load: 2 total: 1247 2021-05-11 07:52:03 DATA:  test-node-gpu.js result: performance: load: 6 total: 1446
2021-05-05 10:06:05 INFO:  test-node-gpu.js test: concurrent 2021-05-11 07:52:03 INFO:  test-node-gpu.js test: concurrent
2021-05-05 10:06:05 STATE: test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-05-11 07:52:04 STATE: test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
2021-05-05 10:06:05 STATE: test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3] 2021-05-11 07:52:04 STATE: test-node-gpu.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
2021-05-05 10:06:06 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-05-11 07:52:05 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:06:07 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3] 2021-05-11 07:52:06 STATE: test-node-gpu.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:06:12 STATE: test-node-gpu.js passed: detect: assets/human-sample-face.jpg default 2021-05-11 07:52:11 STATE: test-node-gpu.js passed: detect: assets/human-sample-face.jpg default
2021-05-05 10:06:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:52:11 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:06:12 DATA:  test-node-gpu.js result: performance: load: 323 total: 4919 2021-05-11 07:52:11 DATA:  test-node-gpu.js result: performance: load: 323 total: 5056
2021-05-05 10:06:12 STATE: test-node-gpu.js passed: detect: assets/human-sample-face.jpg default 2021-05-11 07:52:11 STATE: test-node-gpu.js passed: detect: assets/human-sample-face.jpg default
2021-05-05 10:06:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:52:11 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 1 {"confidence":1,"age":23.6,"gender":"female"} {"score":0.53,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:06:12 DATA:  test-node-gpu.js result: performance: load: 2 total: 4919 2021-05-11 07:52:11 DATA:  test-node-gpu.js result: performance: load: 6 total: 5056
2021-05-05 10:06:12 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg default 2021-05-11 07:52:11 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg default
2021-05-05 10:06:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:52:11 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:06:12 DATA:  test-node-gpu.js result: performance: load: 323 total: 4919 2021-05-11 07:52:11 DATA:  test-node-gpu.js result: performance: load: 323 total: 5056
2021-05-05 10:06:12 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg default 2021-05-11 07:52:11 STATE: test-node-gpu.js passed: detect: assets/human-sample-body.jpg default
2021-05-05 10:06:12 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39} 2021-05-11 07:52:11 DATA:  test-node-gpu.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 3 {"confidence":1,"age":28.5,"gender":"female"} {"score":0.86,"class":"person"} {"score":1,"keypoints":39}
2021-05-05 10:06:12 DATA:  test-node-gpu.js result: performance: load: 2 total: 4919 2021-05-11 07:52:11 DATA:  test-node-gpu.js result: performance: load: 6 total: 5056
2021-05-05 10:06:12 INFO:  test-node-gpu.js test complete: 19760 ms 2021-05-11 07:52:11 INFO:  test-node-gpu.js test complete: 19594 ms
2021-05-05 10:06:12 INFO:  test-node-wasm.js start 2021-05-11 07:52:11 INFO:  test-node-wasm.js start
2021-05-05 10:06:12 STATE: test-node-wasm.js passed: model server: http://localhost:10030/models/ 2021-05-11 07:52:11 ERROR: test-node-wasm.js failed: model server: request to http://localhost:10030/models/ failed, reason: connect ECONNREFUSED 127.0.0.1:10030
2021-05-05 10:06:12 STATE: test-node-wasm.js passed: create human 2021-05-11 07:52:11 ERROR: test-node-wasm.js aborting test
2021-05-05 10:06:12 INFO:  test-node-wasm.js human version: 1.8.3 2021-05-11 07:52:11 INFO:  status: {"passed":46,"failed":1}
2021-05-05 10:06:12 INFO:  test-node-wasm.js platform: linux x64 agent: NodeJS v16.0.0
2021-05-05 10:06:12 INFO:  test-node-wasm.js tfjs version: 3.6.0
2021-05-05 10:06:13 STATE: test-node-wasm.js passed: set backend: wasm
2021-05-05 10:06:13 STATE: test-node-wasm.js passed: load models
2021-05-05 10:06:13 STATE: test-node-wasm.js result: defined models: 12 loaded models: 5
2021-05-05 10:06:13 STATE: test-node-wasm.js passed: warmup: none default
2021-05-05 10:06:13 ERROR: test-node-wasm.js failed: warmup: face default
2021-05-05 10:06:13 ERROR: test-node-wasm.js failed: warmup: body default
2021-05-05 10:06:13 INFO:  test-node-wasm.js test body variants
2021-05-05 10:06:15 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:06:18 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg posenet
2021-05-05 10:06:18 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":0.91,"keypoints":17}
2021-05-05 10:06:18 DATA:  test-node-wasm.js result: performance: load: 662 total: 3106
2021-05-05 10:06:20 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:06:23 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg blazepose
2021-05-05 10:06:23 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":1,"keypoints":39}
2021-05-05 10:06:23 DATA:  test-node-wasm.js result: performance: load: 662 total: 2724
2021-05-05 10:06:25 STATE: test-node-wasm.js passed: detect: random default
2021-05-05 10:06:25 DATA:  test-node-wasm.js result: face: 0 body: 1 hand: 0 gesture: 1 object: 0 {} {} {"score":1,"keypoints":39}
2021-05-05 10:06:25 DATA:  test-node-wasm.js result: performance: load: 662 total: 1712
2021-05-05 10:06:25 INFO:  test-node-wasm.js test: first instance
2021-05-05 10:06:25 STATE: test-node-wasm.js passed: load image: assets/sample-me.jpg [1,700,700,3]
2021-05-05 10:06:28 STATE: test-node-wasm.js passed: detect: assets/sample-me.jpg default
2021-05-05 10:06:28 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 0 {"confidence":1,"age":39.2,"gender":"male"} {} {"score":1,"keypoints":39}
2021-05-05 10:06:28 DATA:  test-node-wasm.js result: performance: load: 662 total: 2380
2021-05-05 10:06:28 INFO:  test-node-wasm.js test: second instance
2021-05-05 10:06:28 STATE: test-node-wasm.js passed: load image: assets/sample-me.jpg [1,700,700,3]
2021-05-05 10:06:31 STATE: test-node-wasm.js passed: detect: assets/sample-me.jpg default
2021-05-05 10:06:31 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 0 {"confidence":1,"age":39.2,"gender":"male"} {} {"score":1,"keypoints":39}
2021-05-05 10:06:31 DATA:  test-node-wasm.js result: performance: load: 5 total: 2386
2021-05-05 10:06:31 INFO:  test-node-wasm.js test: concurrent
2021-05-05 10:06:31 STATE: test-node-wasm.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
2021-05-05 10:06:31 STATE: test-node-wasm.js passed: load image: assets/human-sample-face.jpg [1,256,256,3]
2021-05-05 10:06:33 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:06:35 STATE: test-node-wasm.js passed: load image: assets/human-sample-body.jpg [1,1200,1200,3]
2021-05-05 10:06:44 STATE: test-node-wasm.js passed: detect: assets/human-sample-face.jpg default
2021-05-05 10:06:44 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 0 {"confidence":1,"age":23.6,"gender":"female"} {} {"score":1,"keypoints":39}
2021-05-05 10:06:44 DATA:  test-node-wasm.js result: performance: load: 662 total: 9069
2021-05-05 10:06:44 STATE: test-node-wasm.js passed: detect: assets/human-sample-face.jpg default
2021-05-05 10:06:44 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 6 object: 0 {"confidence":1,"age":23.6,"gender":"female"} {} {"score":1,"keypoints":39}
2021-05-05 10:06:44 DATA:  test-node-wasm.js result: performance: load: 5 total: 9069
2021-05-05 10:06:44 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg default
2021-05-05 10:06:44 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":1,"keypoints":39}
2021-05-05 10:06:44 DATA:  test-node-wasm.js result: performance: load: 662 total: 9069
2021-05-05 10:06:44 STATE: test-node-wasm.js passed: detect: assets/human-sample-body.jpg default
2021-05-05 10:06:44 DATA:  test-node-wasm.js result: face: 1 body: 1 hand: 0 gesture: 3 object: 0 {"confidence":1,"age":28.5,"gender":"female"} {} {"score":1,"keypoints":39}
2021-05-05 10:06:44 DATA:  test-node-wasm.js result: performance: load: 5 total: 9069
2021-05-05 10:06:44 INFO:  test-node-wasm.js test complete: 31310 ms
2021-05-05 10:06:44 INFO:  status: {"passed":68,"failed":2}