mirror of https://github.com/vladmandic/human
release candidate
Vladimir Mandic
parent
be328a3707
commit
cd0d39a8e3
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@ -9,8 +9,10 @@
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## Changelog
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### **HEAD -> main** 2022/09/03 mandic00@live.com
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### **HEAD -> main** 2022/09/06 mandic00@live.com
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- add config flags
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- test update
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- release preview
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- optimize startup sequence
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- reorder backend init code
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@ -83922,6 +83922,10 @@ async function check(instance2, force = false) {
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defaultFlags = JSON.parse(JSON.stringify(env().flags));
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}
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if (getBackend() === "humangl" || getBackend() === "webgl") {
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if (env().flagRegistry.WEBGL_USE_SHAPES_UNIFORMS)
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env().set("WEBGL_USE_SHAPES_UNIFORMS", true);
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if (env().flagRegistry.WEBGL_EXP_CONV)
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env().set("WEBGL_EXP_CONV", true);
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if (instance2.config.debug && typeof instance2.config.deallocate !== "undefined" && instance2.config.deallocate) {
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log("changing webgl: WEBGL_DELETE_TEXTURE_THRESHOLD:", true);
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env().set("WEBGL_DELETE_TEXTURE_THRESHOLD", 0);
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@ -158,8 +158,8 @@ export async function check(instance: Human, force = false) {
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// customize humangl
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if (tf.getBackend() === 'humangl' || tf.getBackend() === 'webgl') {
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// if (tf.env().flagRegistry.WEBGL_USE_SHAPES_UNIFORMS) tf.env().set('WEBGL_USE_SHAPES_UNIFORMS', true); // default=false <https://github.com/tensorflow/tfjs/issues/5205>
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// if (tf.env().flagRegistry.WEBGL_EXP_CONV) tf.env().set('WEBGL_EXP_CONV', true); // default=false <https://github.com/tensorflow/tfjs/issues/6678>
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if (tf.env().flagRegistry.WEBGL_USE_SHAPES_UNIFORMS) tf.env().set('WEBGL_USE_SHAPES_UNIFORMS', true); // default=false <https://github.com/tensorflow/tfjs/issues/5205>
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if (tf.env().flagRegistry.WEBGL_EXP_CONV) tf.env().set('WEBGL_EXP_CONV', true); // default=false <https://github.com/tensorflow/tfjs/issues/6678>
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// if (tf.env().flagRegistry['WEBGL_PACK_DEPTHWISECONV']) tf.env().set('WEBGL_PACK_DEPTHWISECONV', false); // default=true <https://github.com/tensorflow/tfjs/pull/4909>
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// if (tf.env().flagRegistry.USE_SETTIMEOUTCUSTOM) tf.env().set('USE_SETTIMEOUTCUSTOM', true); // default=false <https://github.com/tensorflow/tfjs/issues/6687>
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// if (tf.env().flagRegistry.CPU_HANDOFF_SIZE_THRESHOLD) tf.env().set('CPU_HANDOFF_SIZE_THRESHOLD', 1024); // default=1000
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@ -1,39 +1,39 @@
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2022-09-06 10:28:18 [32mDATA: [39m Build {"name":"@vladmandic/human","version":"2.10.0"}
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2022-09-06 10:28:18 [36mINFO: [39m Application: {"name":"@vladmandic/human","version":"2.10.0"}
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2022-09-06 10:28:18 [36mINFO: [39m Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true}
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2022-09-06 10:28:18 [36mINFO: [39m Toolchain: {"build":"0.7.11","esbuild":"0.15.7","typescript":"4.8.2","typedoc":"0.23.14","eslint":"8.23.0"}
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2022-09-06 10:28:18 [36mINFO: [39m Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
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2022-09-06 10:28:18 [35mSTATE:[39m Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":608}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":656961,"outputBytes":308696}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":612}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":656965,"outputBytes":308700}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":664}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":657017,"outputBytes":308750}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":358}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1088,"outputBytes":583}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656936,"outputBytes":307570}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1344,"outputBytes":2821914}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3478267,"outputBytes":1687773}
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2022-09-06 10:28:18 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3478267,"outputBytes":3108879}
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2022-09-06 10:28:23 [35mSTATE:[39m Typings: {"input":"src/human.ts","output":"types/lib","files":30}
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2022-09-06 10:28:25 [35mSTATE:[39m TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true}
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2022-09-06 10:28:25 [35mSTATE:[39m Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":3134}
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2022-09-06 10:28:25 [35mSTATE:[39m Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":7788}
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2022-09-06 10:28:35 [35mSTATE:[39m Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":110,"errors":0,"warnings":0}
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2022-09-06 10:28:36 [35mSTATE:[39m ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"}
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2022-09-06 10:28:36 [35mSTATE:[39m Copy: {"input":"tfjs/tfjs.esm.d.ts"}
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2022-09-06 10:28:36 [36mINFO: [39m Done...
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2022-09-06 10:28:36 [35mSTATE:[39m API-Extractor: {"succeeeded":true,"errors":0,"warnings":193}
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2022-09-06 10:28:36 [35mSTATE:[39m Copy: {"input":"types/human.d.ts"}
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2022-09-06 10:28:36 [36mINFO: [39m Analyze models: {"folders":8,"result":"models/models.json"}
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2022-09-06 10:28:36 [35mSTATE:[39m Models {"folder":"./models","models":13}
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2022-09-06 10:28:36 [35mSTATE:[39m Models {"folder":"../human-models/models","models":42}
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2022-09-06 10:28:36 [35mSTATE:[39m Models {"folder":"../blazepose/model/","models":4}
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2022-09-06 10:28:36 [35mSTATE:[39m Models {"folder":"../anti-spoofing/model","models":1}
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2022-09-06 10:28:36 [35mSTATE:[39m Models {"folder":"../efficientpose/models","models":3}
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2022-09-06 10:28:36 [35mSTATE:[39m Models {"folder":"../insightface/models","models":5}
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2022-09-06 10:28:36 [35mSTATE:[39m Models {"folder":"../movenet/models","models":3}
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2022-09-06 10:28:36 [35mSTATE:[39m Models {"folder":"../nanodet/models","models":4}
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2022-09-06 10:28:37 [35mSTATE:[39m Models: {"count":57,"totalSize":383017442}
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2022-09-06 10:28:37 [36mINFO: [39m Human Build complete... {"logFile":"test/build.log"}
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2022-09-07 10:52:03 [32mDATA: [39m Build {"name":"@vladmandic/human","version":"2.10.0"}
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2022-09-07 10:52:03 [36mINFO: [39m Application: {"name":"@vladmandic/human","version":"2.10.0"}
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2022-09-07 10:52:03 [36mINFO: [39m Environment: {"profile":"production","config":".build.json","package":"package.json","tsconfig":true,"eslintrc":true,"git":true}
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2022-09-07 10:52:03 [36mINFO: [39m Toolchain: {"build":"0.7.11","esbuild":"0.15.7","typescript":"4.8.2","typedoc":"0.23.14","eslint":"8.23.0"}
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2022-09-07 10:52:03 [36mINFO: [39m Build: {"profile":"production","steps":["clean","compile","typings","typedoc","lint","changelog"]}
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2022-09-07 10:52:03 [35mSTATE:[39m Clean: {"locations":["dist/*","types/lib/*","typedoc/*"]}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/cpu","format":"cjs","platform":"node","input":"tfjs/tf-node.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":159,"outputBytes":608}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"human/nodejs/cpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node.js","files":75,"inputBytes":656955,"outputBytes":308860}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/gpu","format":"cjs","platform":"node","input":"tfjs/tf-node-gpu.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":167,"outputBytes":612}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"human/nodejs/gpu","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-gpu.js","files":75,"inputBytes":656959,"outputBytes":308864}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"tfjs/nodejs/wasm","format":"cjs","platform":"node","input":"tfjs/tf-node-wasm.ts","output":"dist/tfjs.esm.js","files":1,"inputBytes":206,"outputBytes":664}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"human/nodejs/wasm","format":"cjs","platform":"node","input":"src/human.ts","output":"dist/human.node-wasm.js","files":75,"inputBytes":657011,"outputBytes":308914}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"tfjs/browser/version","format":"esm","platform":"browser","input":"tfjs/tf-version.ts","output":"dist/tfjs.version.js","files":1,"inputBytes":1125,"outputBytes":358}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/nobundle","format":"esm","platform":"browser","input":"tfjs/tf-browser.ts","output":"dist/tfjs.esm.js","files":2,"inputBytes":1088,"outputBytes":583}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"human/browser/esm/nobundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm-nobundle.js","files":75,"inputBytes":656930,"outputBytes":307734}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"tfjs/browser/esm/custom","format":"esm","platform":"browser","input":"tfjs/tf-custom.ts","output":"dist/tfjs.esm.js","files":11,"inputBytes":1344,"outputBytes":2821914}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"human/browser/iife/bundle","format":"iife","platform":"browser","input":"src/human.ts","output":"dist/human.js","files":75,"inputBytes":3478261,"outputBytes":1687921}
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2022-09-07 10:52:03 [35mSTATE:[39m Compile: {"name":"human/browser/esm/bundle","format":"esm","platform":"browser","input":"src/human.ts","output":"dist/human.esm.js","files":75,"inputBytes":3478261,"outputBytes":3109077}
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2022-09-07 10:52:08 [35mSTATE:[39m Typings: {"input":"src/human.ts","output":"types/lib","files":30}
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2022-09-07 10:52:10 [35mSTATE:[39m TypeDoc: {"input":"src/human.ts","output":"typedoc","objects":77,"generated":true}
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2022-09-07 10:52:10 [35mSTATE:[39m Compile: {"name":"demo/typescript","format":"esm","platform":"browser","input":"demo/typescript/index.ts","output":"demo/typescript/index.js","files":1,"inputBytes":6714,"outputBytes":3134}
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2022-09-07 10:52:10 [35mSTATE:[39m Compile: {"name":"demo/faceid","format":"esm","platform":"browser","input":"demo/faceid/index.ts","output":"demo/faceid/index.js","files":2,"inputBytes":15488,"outputBytes":7788}
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2022-09-07 10:52:21 [35mSTATE:[39m Lint: {"locations":["*.json","src/**/*.ts","test/**/*.js","demo/**/*.js"],"files":110,"errors":0,"warnings":0}
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2022-09-07 10:52:21 [35mSTATE:[39m ChangeLog: {"repository":"https://github.com/vladmandic/human","branch":"main","output":"CHANGELOG.md"}
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2022-09-07 10:52:21 [35mSTATE:[39m Copy: {"input":"tfjs/tfjs.esm.d.ts"}
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2022-09-07 10:52:21 [36mINFO: [39m Done...
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2022-09-07 10:52:22 [35mSTATE:[39m API-Extractor: {"succeeeded":true,"errors":0,"warnings":193}
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2022-09-07 10:52:22 [35mSTATE:[39m Copy: {"input":"types/human.d.ts"}
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2022-09-07 10:52:22 [36mINFO: [39m Analyze models: {"folders":8,"result":"models/models.json"}
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2022-09-07 10:52:22 [35mSTATE:[39m Models {"folder":"./models","models":13}
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2022-09-07 10:52:22 [35mSTATE:[39m Models {"folder":"../human-models/models","models":42}
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2022-09-07 10:52:22 [35mSTATE:[39m Models {"folder":"../blazepose/model/","models":4}
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2022-09-07 10:52:22 [35mSTATE:[39m Models {"folder":"../anti-spoofing/model","models":1}
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2022-09-07 10:52:22 [35mSTATE:[39m Models {"folder":"../efficientpose/models","models":3}
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2022-09-07 10:52:22 [35mSTATE:[39m Models {"folder":"../insightface/models","models":5}
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2022-09-07 10:52:22 [35mSTATE:[39m Models {"folder":"../movenet/models","models":3}
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2022-09-07 10:52:22 [35mSTATE:[39m Models {"folder":"../nanodet/models","models":4}
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2022-09-07 10:52:23 [35mSTATE:[39m Models: {"count":57,"totalSize":383017442}
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2022-09-07 10:52:23 [36mINFO: [39m Human Build complete... {"logFile":"test/build.log"}
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@ -0,0 +1,57 @@
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<!DOCTYPE html>
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<html lang="en">
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<head>
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<title>FaceRes Tests</title>
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<meta http-equiv="content-type" content="text/html; charset=utf-8">
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<meta name="viewport" content="width=device-width, shrink-to-fit=yes">
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</head>
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<body style="font-size: 12px; margin: 0; background: black; color: white; width: 100vw; line-height: 200%">
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<pre id="log"></pre>
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<script type="module">
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import 'https://cdn.jsdelivr.net/npm/@tensorflow/tfjs@3.20.0/dist/tf.es2017.js'
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async function log(msg) {
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document.getElementById('log').innerHTML += (typeof msg === 'object' ? JSON.stringify(msg, null, 0) : msg) + '<br>';
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console.log(msg);
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}
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async function image2tensor(url) {
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const img = document.createElement('img');
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const loaded = new Promise((resolve) => { img.onload = () => resolve(true); });
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img.src = url;
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await loaded;
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const tensor = tf.browser.fromPixels(img, 3).expandDims(0).cast('float32');
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return tensor;
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}
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async function main() {
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log({ version: tf.version });
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tf.enableDebugMode();
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tf.setBackend('webgl');
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const params = new URLSearchParams(window.location.search);
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if (params.has('uniforms')) tf.env().set('WEBGL_USE_SHAPES_UNIFORMS', true);
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await tf.ready();
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log({ backend: tf.getBackend() });
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log({ flags: tf.env().flags });
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log({ uniforms: tf.env().flags['WEBGL_USE_SHAPES_UNIFORMS'] ? true : false })
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const model = await tf.loadGraphModel('https://vladmandic.github.io/human/models/faceres.json');
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log({ model: model.modelUrl });
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// const input = tf.randomUniform([1, 224, 224, 3], 0, 1, 'float32');
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const input = await image2tensor(imgDataUrl);
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log({ input: input.shape });
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const res = model.execute(input);
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const data = res.map((t) => Array.from(t.dataSync()));
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for (let i = 0; i < res.length; i++) {
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log({ result: i, tensor: res[i] })
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log({ result: i, data: data[i] })
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log({ result: i, status: (data[i][0] && data[i].reduce((prev, curr) => (prev && (curr >= 0)), true)) ? 'pass' : 'fail' })
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}
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}
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|
||||
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|
||||
|
||||
window.onload = main;
|
||||
</script>
|
||||
</body>
|
||||
</html>
|
||||
|
|
@ -1,86 +0,0 @@
|
|||
<!DOCTYPE html>
|
||||
<html lang="en">
|
||||
<head>
|
||||
<title>Human Embedding Tests</title>
|
||||
<meta http-equiv="content-type" content="text/html; charset=utf-8">
|
||||
<meta name="viewport" content="width=device-width, shrink-to-fit=yes">
|
||||
<style>
|
||||
html { font-size: 10px; font-variant: small-caps; }
|
||||
body { margin: 0; background: black; color: white; width: 100vw; }
|
||||
</style>
|
||||
</head>
|
||||
<body>
|
||||
<div style="position: fixed; top: 20px; right: 20px; background: #333333; padding: 10px">
|
||||
<input type="checkbox" id="glShapesUniform" name="glShapesUniform" value="glShapesUniform">
|
||||
<label for="glShapesUniform">Enable WebGL Uniforms for Shapes</label><br>
|
||||
<input type="checkbox" id="glExpandedConv" name="glExpandedConv" value="glExpandedConv">
|
||||
<label for="glExpandedConv">Enable WebGL Expanded Convolutions</label><br><br>
|
||||
<button id="run">Run Test</button>
|
||||
</div>
|
||||
<pre id="log" style="line-height: 150%; overflow-x: hidden; white-space: pre-wrap"></pre>
|
||||
<script type="module">
|
||||
import { Human } from '../dist/human.esm.js';
|
||||
|
||||
const testConfig = {
|
||||
debug: true,
|
||||
async: false,
|
||||
modelBasePath: 'https://vladmandic.github.io/human-models/models/',
|
||||
cacheSensitivity: 0,
|
||||
cacheModels: false,
|
||||
warmup: 'face',
|
||||
face: { iris: { enabled: false }, emotion: { enabled: false }, mesh: { enabled: true }, descriptior: { enabled: true } },
|
||||
body: { enabled: false },
|
||||
hand: { enabled: false },
|
||||
object: { enabled: false },
|
||||
segmentation: { enabled: false },
|
||||
gestures: { enabled: false },
|
||||
};
|
||||
|
||||
function str(...msg) {
|
||||
if (!Array.isArray(msg)) return msg;
|
||||
let line = '';
|
||||
for (const entry of msg) {
|
||||
if (typeof entry === 'object') line += ' ' + JSON.stringify(entry, null, 0).replace(/"/g, '').replace(/,/g, ', ').replace(/:/g, ': ');
|
||||
else line += ' ' + entry;
|
||||
}
|
||||
return line + '\n';
|
||||
}
|
||||
|
||||
async function log(...msgs) {
|
||||
document.getElementById('log').innerHTML += str(...msgs);
|
||||
document.documentElement.scrollTop = document.documentElement.scrollHeight;
|
||||
console.log(...msgs); // eslint-disable-line no-console
|
||||
}
|
||||
|
||||
async function main() {
|
||||
document.getElementById('run').disabled = true;
|
||||
const human = new Human(testConfig);
|
||||
await human.init();
|
||||
const glShapesUniform = document.getElementById('glShapesUniform').checked;
|
||||
const glExpandedConv = document.getElementById('glExpandedConv').checked
|
||||
if (glShapesUniform) human.tf.env().set('WEBGL_USE_SHAPES_UNIFORMS', true);
|
||||
if (glExpandedConv) human.tf.env().set('WEBGL_EXP_CONV', true);
|
||||
await human.load();
|
||||
await human.check();
|
||||
let res;
|
||||
res = await human.warmup({ warmup: 'none' });
|
||||
if (Array.isArray(res?.face?.[0]?.embedding) && (res?.face?.[0]?.embedding.length === 1024)) res.face[0].embedding.length = 10;
|
||||
const pass0 = res?.face?.[0]?.embedding?.[0] === 0 ? true : false;
|
||||
log({ backend: human.tf.getBackend(), pass: pass0, warmup: human.config.warmup, gender: res?.face?.[0]?.gender, genderScore: res?.face?.[0]?.genderScore, age: res?.face?.[0]?.age, embedding: res?.face?.[0]?.embedding });
|
||||
res = await human.warmup({ warmup: 'face' });
|
||||
if (Array.isArray(res?.face?.[0]?.embedding) && (res?.face?.[0]?.embedding.length === 1024)) res.face[0].embedding.length = 10;
|
||||
console.log('EEEE', res?.face?.[0]?.embedding?.[0]);
|
||||
const pass1 = res?.face?.[0]?.embedding?.[0] === 0 ? true : false;
|
||||
log({ backend: human.tf.getBackend(), pass: pass1, warmup: human.config.warmup, gender: res?.face?.[0]?.gender, genderScore: res?.face?.[0]?.genderScore, age: res?.face?.[0]?.age, embedding: res?.face?.[0]?.embedding });
|
||||
res = await human.warmup({ warmup: 'body' });
|
||||
if (Array.isArray(res?.face?.[0]?.embedding) && (res?.face?.[0]?.embedding.length === 1024)) res.face[0].embedding.length = 10;
|
||||
const pass2 = res?.face?.[0]?.embedding?.[0] === 0 ? true : false;
|
||||
log({ backend: human.tf.getBackend(), pass: pass2, warmup: human.config.warmup, gender: res?.face?.[0]?.gender, genderScore: res?.face?.[0]?.genderScore, age: res?.face?.[0]?.age, embedding: res?.face?.[0]?.embedding });
|
||||
const pass = !pass0 && pass1 && pass2;
|
||||
log({ test: 'complete', pass, glShapesUniform, glExpandedConv });
|
||||
}
|
||||
|
||||
document.getElementById('run').addEventListener('click', main);
|
||||
</script>
|
||||
</body>
|
||||
</html>
|
||||
1999
test/test.log
1999
test/test.log
File diff suppressed because it is too large
Load Diff
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Reference in New Issue