mirror of https://github.com/vladmandic/human
update todo
Vladimir Mandic
parent
469c4ac836
commit
d1ec2d9f14
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@ -9,8 +9,9 @@ Repository: **<git+https://github.com/vladmandic/human.git>**
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## Changelog
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### **HEAD -> main** 2021/07/31 mandic00@live.com
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### **HEAD -> main** 2021/08/06 mandic00@live.com
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- minor update
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- replace movenet with lightning-v4
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- enable webgl uniform support for faster warmup
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19
TODO.md
19
TODO.md
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@ -3,7 +3,7 @@
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## Big Ticket Items
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Implementation of WebGPU backend
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Target: `Human` v2.3 with `Chrome` v94 and `TFJS` v4.0
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*Target: `Human` v2.3 with `Chrome` v94 and `TFJS` v4.0*
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<br>
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@ -11,17 +11,22 @@ Target: `Human` v2.3 with `Chrome` v94 and `TFJS` v4.0
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WebGL shader optimizations for faster load and initial detection
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- Implement WebGL uniforms for shaders: https://github.com/tensorflow/tfjs/issues/5205
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- Fix shader packing: https://github.com/tensorflow/tfjs/issues/5343
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- Implement WebGL uniforms for shaders: <https://github.com/tensorflow/tfjs/issues/5205>
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- Fix shader packing: <https://github.com/tensorflow/tfjs/issues/5343>
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<br>
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## Exploring
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- Optical Flow: <https://docs.opencv.org/3.3.1/db/d7f/tutorial_js_lucas_kanade.html>
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- TFLite Models: <https://js.tensorflow.org/api_tflite/0.0.1-alpha.4/>
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## Known Issues
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### Object Detection
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Object detection using CenterNet or NanoDet models is not working when using WASM backend due to missing kernel ops in TFJS
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Target: `Human` v2.2 with `TFJS` v3.9
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*Target: `Human` v2.2 with `TFJS` v3.9*
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- CenterNet with WASM: <https://github.com/tensorflow/tfjs/issues/5110>
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- NanoDet with WASM: <https://github.com/tensorflow/tfjs/issues/4824>
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@ -30,7 +35,7 @@ Target: `Human` v2.2 with `TFJS` v3.9
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Enhanced rotation correction for face detection is not working in NodeJS due to missing kernel op in TFJS
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Feature is automatically disabled in NodeJS without user impact
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Target: `Human` v2.2 with `TFJS` v3.9
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*Target: `Human` v2.2 with `TFJS` v3.9*
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- BlazeFace rotation correction in NodeJS: <https://github.com/tensorflow/tfjs/issues/4066>
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@ -38,9 +43,9 @@ Target: `Human` v2.2 with `TFJS` v3.9
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Enhanced rotation correction for hand detection is not working in NodeJS due to missing kernel op in TFJS
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Feature is automatically disabled in NodeJS without user impact
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Target: `Human` v2.2 with `TFJS` v3.9
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*Target: `Human` v2.2 with `TFJS` v3.9*
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- HandPose rotation correction in NodeJS: <https://github.com/tensorflow/tfjs/issues/4066>
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Hand detection using WASM backend has reduced precision due to math rounding errors in backend
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Target: N/A
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*Target: N/A*
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@ -72,10 +72,10 @@
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"canvas": "^2.8.0",
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"chokidar": "^3.5.2",
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"dayjs": "^1.10.6",
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"esbuild": "^0.12.18",
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"esbuild": "^0.12.19",
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"eslint": "^7.32.0",
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"eslint-config-airbnb-base": "^14.2.1",
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"eslint-plugin-import": "^2.23.4",
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"eslint-plugin-import": "^2.24.0",
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"eslint-plugin-json": "^3.1.0",
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"eslint-plugin-node": "^11.1.0",
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"eslint-plugin-promise": "^5.1.0",
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@ -1,22 +1,22 @@
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2021-08-05 10:24:04 [36mINFO: [39m @vladmandic/human version 2.1.2
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2021-08-05 10:24:04 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.5.0
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2021-08-05 10:24:04 [36mINFO: [39m Toolchain: {"tfjs":"3.8.0","esbuild":"0.12.18","typescript":"4.3.5","typedoc":"0.21.5","eslint":"7.32.0"}
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2021-08-05 10:24:04 [36mINFO: [39m Clean: ["dist/*","types/*","typedoc/*"]
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2021-08-05 10:24:04 [36mINFO: [39m Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true}
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2021-08-05 10:24:04 [35mSTATE:[39m target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-05 10:24:04 [35mSTATE:[39m target: node type: node: {"imports":42,"importBytes":435865,"outputBytes":377825,"outputFiles":"dist/human.node.js"}
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2021-08-05 10:24:04 [35mSTATE:[39m target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-05 10:24:04 [35mSTATE:[39m target: nodeGPU type: node: {"imports":42,"importBytes":435873,"outputBytes":377829,"outputFiles":"dist/human.node-gpu.js"}
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2021-08-05 10:24:04 [35mSTATE:[39m target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-05 10:24:04 [35mSTATE:[39m target: nodeWASM type: node: {"imports":42,"importBytes":435940,"outputBytes":377901,"outputFiles":"dist/human.node-wasm.js"}
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2021-08-05 10:24:04 [35mSTATE:[39m target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2111,"outputBytes":1242,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-05 10:24:04 [35mSTATE:[39m target: browserNoBundle type: esm: {"imports":42,"importBytes":435804,"outputBytes":247953,"outputFiles":"dist/human.esm-nobundle.js"}
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2021-08-05 10:24:05 [35mSTATE:[39m target: browserBundle type: tfjs: {"modules":1170,"moduleBytes":4145868,"imports":7,"importBytes":2111,"outputBytes":2334701,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-05 10:24:05 [35mSTATE:[39m target: browserBundle type: iife: {"imports":42,"importBytes":2769263,"outputBytes":1378416,"outputFiles":"dist/human.js"}
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2021-08-05 10:24:06 [35mSTATE:[39m target: browserBundle type: esm: {"imports":42,"importBytes":2769263,"outputBytes":1378408,"outputFiles":"dist/human.esm.js"}
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2021-08-05 10:24:06 [36mINFO: [39m Running Linter: ["server/","src/","tfjs/","test/","demo/"]
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2021-08-05 10:24:27 [36mINFO: [39m Linter complete: files: 75 errors: 0 warnings: 0
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2021-08-05 10:24:27 [36mINFO: [39m Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"]
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2021-08-05 10:24:27 [36mINFO: [39m Generate Typings: ["src/human.ts"] outDir: ["types"]
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2021-08-05 10:24:41 [36mINFO: [39m Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"]
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2021-08-05 10:24:55 [36mINFO: [39m Documentation generated at /home/vlado/dev/human/typedoc 1
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2021-08-09 08:50:50 [36mINFO: [39m @vladmandic/human version 2.1.2
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2021-08-09 08:50:50 [36mINFO: [39m User: vlado Platform: linux Arch: x64 Node: v16.5.0
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2021-08-09 08:50:50 [36mINFO: [39m Toolchain: {"tfjs":"3.8.0","esbuild":"0.12.19","typescript":"4.3.5","typedoc":"0.21.5","eslint":"7.32.0"}
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2021-08-09 08:50:50 [36mINFO: [39m Clean: ["dist/*","types/*","typedoc/*"]
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2021-08-09 08:50:50 [36mINFO: [39m Build: file startup all type: production config: {"minifyWhitespace":true,"minifyIdentifiers":true,"minifySyntax":true}
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2021-08-09 08:50:50 [35mSTATE:[39m target: node type: tfjs: {"imports":1,"importBytes":102,"outputBytes":1303,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-09 08:50:50 [35mSTATE:[39m target: node type: node: {"imports":42,"importBytes":435865,"outputBytes":377825,"outputFiles":"dist/human.node.js"}
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2021-08-09 08:50:50 [35mSTATE:[39m target: nodeGPU type: tfjs: {"imports":1,"importBytes":110,"outputBytes":1311,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-09 08:50:51 [35mSTATE:[39m target: nodeGPU type: node: {"imports":42,"importBytes":435873,"outputBytes":377829,"outputFiles":"dist/human.node-gpu.js"}
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2021-08-09 08:50:51 [35mSTATE:[39m target: nodeWASM type: tfjs: {"imports":1,"importBytes":149,"outputBytes":1378,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-09 08:50:51 [35mSTATE:[39m target: nodeWASM type: node: {"imports":42,"importBytes":435940,"outputBytes":377901,"outputFiles":"dist/human.node-wasm.js"}
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2021-08-09 08:50:51 [35mSTATE:[39m target: browserNoBundle type: tfjs: {"imports":1,"importBytes":2111,"outputBytes":1242,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-09 08:50:51 [35mSTATE:[39m target: browserNoBundle type: esm: {"imports":42,"importBytes":435804,"outputBytes":247953,"outputFiles":"dist/human.esm-nobundle.js"}
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2021-08-09 08:50:51 [35mSTATE:[39m target: browserBundle type: tfjs: {"modules":1170,"moduleBytes":4145868,"imports":7,"importBytes":2111,"outputBytes":2334701,"outputFiles":"dist/tfjs.esm.js"}
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2021-08-09 08:50:51 [35mSTATE:[39m target: browserBundle type: iife: {"imports":42,"importBytes":2769263,"outputBytes":1378416,"outputFiles":"dist/human.js"}
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2021-08-09 08:50:52 [35mSTATE:[39m target: browserBundle type: esm: {"imports":42,"importBytes":2769263,"outputBytes":1378408,"outputFiles":"dist/human.esm.js"}
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2021-08-09 08:50:52 [36mINFO: [39m Running Linter: ["server/","src/","tfjs/","test/","demo/"]
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2021-08-09 08:51:14 [36mINFO: [39m Linter complete: files: 75 errors: 0 warnings: 0
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2021-08-09 08:51:14 [36mINFO: [39m Generate ChangeLog: ["/home/vlado/dev/human/CHANGELOG.md"]
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2021-08-09 08:51:14 [36mINFO: [39m Generate Typings: ["src/human.ts"] outDir: ["types"]
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2021-08-09 08:51:28 [36mINFO: [39m Generate TypeDocs: ["src/human.ts"] outDir: ["typedoc"]
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2021-08-09 08:51:42 [36mINFO: [39m Documentation generated at /home/vlado/dev/human/typedoc 1
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