mirror of https://github.com/vladmandic/human
853 lines
18 KiB
Markdown
853 lines
18 KiB
Markdown
# @vladmandic/human
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Version: **2.0.3**
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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**
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Author: **Vladimir Mandic <mandic00@live.com>**
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License: **MIT** </LICENSE>
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Repository: **<git+https://github.com/vladmandic/human.git>**
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## Changelog
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### **HEAD -> main** 2021/06/18 mandic00@live.com
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- modularize model loading
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### **2.0.3** 2021/06/18 mandic00@live.com
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- fix demo paths
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- added multithreaded demo
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### **2.0.2** 2021/06/14 mandic00@live.com
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- reorganize demos
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- fix centernet box width & height
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- add body segmentation sample
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### **release: 2.0.1** 2021/06/08 mandic00@live.com
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- release 2.0
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### **2.0.1** 2021/06/08 mandic00@live.com
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- add video drag&drop capability
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- modularize build platform
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- custom build tfjs from sources
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- modularize build platform
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- enable body segmentation and background replacement in demo
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- minor git corruption
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- unified build
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- enable body segmentation and background replacement
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- work on body segmentation
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- added experimental body segmentation module
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- add meet and selfie models
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- add live hints to demo
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- switch worker from module to iife importscripts
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- release candidate
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- added samples to git
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- implemented drag & drop for image processing
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- release candidate
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- breaking changes to results.face output properties
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- breaking changes to results.object output properties
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- breaking changes to results.hand output properties
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- breaking changes to results.body output properties
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- implemented human.next global interpolation method
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- finished draw buffering and smoothing and enabled by default
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- implemented service worker
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- quantized centernet
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- release candidate
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- added usage restrictions
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- quantize handdetect model
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- added experimental movenet-lightning and removed blazepose from default dist
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- added experimental face.rotation.gaze
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- fix and optimize for mobile platform
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- lock typescript to 4.2 due to typedoc incompatibility with 4.3
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### **1.9.4** 2021/05/27 mandic00@live.com
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- fix demo facecompare
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- webhint and lighthouse optimizations
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- add camera startup diag messages
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- implemented unified result.persons that combines face, body and hands for each person
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- added experimental results interpolation for smooth draw operations
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### **1.9.3** 2021/05/23 mandic00@live.com
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- use green weighted for input diff calculation
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- implement experimental drawoptions.bufferedoutput and bufferedfactor
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- use explicit tensor interface
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- add tfjs types and remove all instances of any
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- enhance strong typing
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- rebuild all for release
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### **1.9.2** 2021/05/22 mandic00@live.com
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- add id and boxraw on missing objects
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- restructure results strong typing
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### **1.9.1** 2021/05/21 mandic00@live.com
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- caching improvements
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- sanitize server input
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- remove nanodet weights from default distribution
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- add experimental mb3-centernet object detection
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- individual model skipframes values still max high threshold for caching
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- config.videooptimized has been removed and config.cachesensitivity has been added instead
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- caching determination is now dynamic based on detection of input change and not based on input types
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- human 1.9.0 beta with breaking changes regarding caching
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### **1.8.5** 2021/05/18 mandic00@live.com
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- add node-video sample
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- add node-webcam demo
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- fix node build and update model signatures
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### **1.8.4** 2021/05/11 mandic00@live.com
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### **1.8.3** 2021/05/05 mandic00@live.com
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- switch posenet weights
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### **1.8.2** 2021/05/04 mandic00@live.com
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### **release 1.8 with major changes and tfjs 3.6.0** 2021/04/30 mandic00@live.com
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### **1.8.1** 2021/04/30 mandic00@live.com
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- blazeface optimizations
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- add hand labels in draw
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- cleanup demo workflow
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- convert blazeface to module
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- version 1.8 release candidate
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- build nodejs deliverables in non-minified form
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- stop building sourcemaps for nodejs deliverables
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- remove deallocate, profile, scoped
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- replaced maxfaces, maxdetections, maxhands, maxresults with maxdetected
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- replaced nmsradius with built-in default
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- unified minconfidence and scorethresdold as minconfidence
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- add exception handlers to all demos
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- remove blazeface-front and add unhandledrejection handler
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- major update for 1.8 release candidate
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- enable webworker detection
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### **1.7.1** 2021/04/25 mandic00@live.com
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- remove obsolete binary models
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- enable cross origin isolation
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- rewrite posenet decoder
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- remove efficientpose
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- major version rebuild
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### **1.6.1** 2021/04/22 mandic00@live.com
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- add npmrc
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- added filter.flip feature
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- added demo load image from http
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- mobile demo optimization and iris gestures
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- full test run
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- full rebuild
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- new look
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- added benchmarks
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- added node-multiprocess demo
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- fix image orientation
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- flat app style
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- add full nodejs test coverage
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### **1.5.2** 2021/04/14 mandic00@live.com
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- experimental node-wasm support
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### **1.5.1** 2021/04/13 mandic00@live.com
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- fix for safari imagebitmap
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- refactored human.config and human.draw
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### **1.4.3** 2021/04/12 mandic00@live.com
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- implement webrtc
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### **1.4.2** 2021/04/12 mandic00@live.com
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- added support for multiple instances of human
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- fix typedoc
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- exception handling
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### **1.4.1** 2021/04/09 mandic00@live.com
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- add modelbasepath option
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### **1.3.5** 2021/04/06 mandic00@live.com
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- add dynamic viewport and fix web worker
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- add cdn links
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### **1.3.4** 2021/04/04 mandic00@live.com
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- implement webhint
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### **1.3.3** 2021/04/03 mandic00@live.com
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- fix linting and tests
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### **1.3.2** 2021/04/02 mandic00@live.com
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- input type validation
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- normalize all scores
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### **1.3.1** 2021/03/30 mandic00@live.com
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- added face3d demo
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- initial work on face3d three.js demo
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- enable buffering
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- new icons
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- new serve module and demo structure
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- move gl flags to correct location
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- minor rotation calculation fix
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- remove debug output
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- new face rotation calculations
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- cleanup
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- rotationmatrixtoeulerangle, and fixes
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- experimental: add efficientpose
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- implement nanodet
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- face rotation matrix
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- start working on efficientpose
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### **1.2.5** 2021/03/25 mandic00@live.com
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- fix broken exports
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- added face matching example to docs
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- improve fact matching
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### **1.2.4** 2021/03/23 mandic00@live.com
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### **1.2.3** 2021/03/21 mandic00@live.com
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### **1.2.2** 2021/03/21 mandic00@live.com
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- precise face rotation
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### **1.2.1** 2021/03/21 mandic00@live.com
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- new module: face description
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### **1.1.11** 2021/03/21 mandic00@live.com
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- refactor face classes
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### **1.1.10** 2021/03/18 mandic00@live.com
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- cleanup
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- redefine tensor
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- enforce types
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- regen type declarations
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- switch to single jumbo dts
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- type definitions
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### **1.1.9** 2021/03/17 mandic00@live.com
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- fix box clamping and raw output
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- hierarchical readme notes
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### **1.1.8** 2021/03/17 mandic00@live.com
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- add experimental nanodet object detection
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- full models signature
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- cleanup
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### **1.1.7** 2021/03/16 mandic00@live.com
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- fix for seedrandom
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- custom typedoc
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### **1.1.6** 2021/03/15 mandic00@live.com
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- implement human.match and embedding demo
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### **1.1.5** 2021/03/15 mandic00@live.com
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- full rebuild
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### **1.1.4** 2021/03/14 mandic00@live.com
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- fix broken build
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### **1.1.3** 2021/03/14 mandic00@live.com
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- added api specs
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- add typedocs and types
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- strong typings
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### **1.1.2** 2021/03/12 mandic00@live.com
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- distance based on minkowski space and limited euclidean space
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- guard against invalid input images
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### **1.1.1** 2021/03/12 mandic00@live.com
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- switched face embedding to mobileface
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### **1.0.4** 2021/03/11 mandic00@live.com
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- add face return tensor
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- add test for face descriptors
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- wip on embedding
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- simplify face box coordinate calculations
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- annotated models and removed gender-ssrnet
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- autodetect inputsizes
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### **1.0.3** 2021/03/10 mandic00@live.com
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- strong typing for public classes and hide private classes
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- re-added blazeface-front
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- enhanced age, gender, emotion detection
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- full rebuild
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### **1.0.2** 2021/03/09 mandic00@live.com
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- remove blazeface-front, blazepose-upper, faceboxes
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- remove blazeface-front and faceboxes
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### **release: 1.0.1** 2021/03/09 mandic00@live.com
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### **1.0.1** 2021/03/09 mandic00@live.com
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- fix for face detector when mesh is disabled
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- optimize for npm
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### **0.40.9** 2021/03/08 mandic00@live.com
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- fix performance issue when running with low confidence
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### **0.40.8** 2021/03/08 mandic00@live.com
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### **0.40.7** 2021/03/06 mandic00@live.com
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- implemented 3d face angle calculations
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### **0.40.6** 2021/03/06 mandic00@live.com
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- add curve draw output
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### **0.40.5** 2021/03/05 mandic00@live.com
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- fix human.draw
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### **0.40.4** 2021/03/05 mandic00@live.com
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- cleanup blazepose code
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- fix demo
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### **0.40.3** 2021/03/05 mandic00@live.com
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### **0.40.2** 2021/03/05 mandic00@live.com
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- added blazepose-upper
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### **0.40.1** 2021/03/04 mandic00@live.com
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- implement blazepose and update demos
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- add todo list
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### **0.30.6** 2021/03/03 mandic00@live.com
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- fine tuning age and face models
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### **0.30.5** 2021/03/02 mandic00@live.com
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- add debug logging flag
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### **0.30.4** 2021/03/01 mandic00@live.com
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- added skipinitial flag
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### **0.30.3** 2021/02/28 mandic00@live.com
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- typo
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### **0.30.2** 2021/02/26 mandic00@live.com
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- rebuild
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- fix typo
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### **0.30.1** 2021/02/25 mandic00@live.com
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### **0.20.11** 2021/02/24 mandic00@live.com
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### **0.20.10** 2021/02/22 mandic00@live.com
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### **0.20.9** 2021/02/21 mandic00@live.com
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- remove extra items
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- simmilarity fix
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### **0.20.8** 2021/02/21 mandic00@live.com
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- embedding fix
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### **0.20.7** 2021/02/21 mandic00@live.com
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- build fix
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### **0.20.6** 2021/02/21 mandic00@live.com
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- embedding fix
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### **0.20.5** 2021/02/21 mandic00@live.com
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- fix imagefx and add dev builds
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### **0.20.4** 2021/02/19 mandic00@live.com
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- 0.20.4
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### **0.20.3** 2021/02/17 mandic00@live.com
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- rebuild
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### **0.20.2** 2021/02/13 mandic00@live.com
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- merge branch 'main' of https://github.com/vladmandic/human into main
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- create codeql-analysis.yml
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- create security.md
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- add templates
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### **0.20.1** 2021/02/08 mandic00@live.com
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- menu fixes
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- convert to typescript
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### **0.11.5** 2021/02/06 mandic00@live.com
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- added faceboxes alternative model
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### **0.11.4** 2021/02/06 mandic00@live.com
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### **0.11.3** 2021/02/02 mandic00@live.com
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### **0.11.2** 2021/01/30 mandic00@live.com
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- added warmup for nodejs
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### **update for tfjs 3.0.0** 2021/01/29 mandic00@live.com
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### **0.11.1** 2021/01/29 mandic00@live.com
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### **0.10.2** 2021/01/22 mandic00@live.com
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### **0.10.1** 2021/01/20 mandic00@live.com
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### **0.9.26** 2021/01/18 mandic00@live.com
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- fix face detection when mesh is disabled
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- added minification notes
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- version bump
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### **0.9.25** 2021/01/13 mandic00@live.com
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- added humangl custom backend
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- rebuild
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- code cleanup and enable minification
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- fix safari incopatibility
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### **0.9.24** 2021/01/12 mandic00@live.com
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- work on blazepose
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- full rebuild
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### **0.9.23** 2021/01/11 mandic00@live.com
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- added iris gesture
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- fix emotion labels
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- full rebuild
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### **0.9.22** 2021/01/05 mandic00@live.com
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- remove iris coords if iris is disabled
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- web worker fix
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### **0.9.21** 2021/01/03 mandic00@live.com
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### **0.9.20** 2021/01/03 mandic00@live.com
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- stricter linting, fix face annotations
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### **0.9.19** 2020/12/23 mandic00@live.com
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- added rawbox and rawmesh
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- variable name changes, setting .rawcoords only if necessary
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- option to return raw data (mesh, box) for facemesh / "preserve aspect ratio" fix from facemesh upstream
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### **0.9.18** 2020/12/16 mandic00@live.com
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- add z axis scaling
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- major work on body module
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- republish due to tfjs 2.8.0 issues
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### **0.9.17** 2020/12/15 mandic00@live.com
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- added custom webgl backend
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### **0.9.16** 2020/12/12 mandic00@live.com
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- change default ports
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### **0.9.15** 2020/12/11 mandic00@live.com
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- improved caching and warmup
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- rebuild
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### **0.9.14** 2020/12/10 mandic00@live.com
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- conditional hand rotation
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- staggered skipframes
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- fix permissions
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### **0.9.13** 2020/12/08 mandic00@live.com
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- implemented face and hand boundary checks
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- embedded sample for warmup
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- switch to central logger
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### **0.9.12** 2020/11/26 mandic00@live.com
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- minor compatibility fixes
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### **0.9.11** 2020/11/23 mandic00@live.com
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- implement multi-person gestures
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- modularize pipeline models
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### **0.9.10** 2020/11/21 mandic00@live.com
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- changed build for optimized node & browser
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### **0.9.9** 2020/11/21 mandic00@live.com
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- new screenshots
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- camera exception handling
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### **0.9.8** 2020/11/19 mandic00@live.com
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- force f16 textures
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- bugfix embedding check
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### **0.9.7** 2020/11/19 mandic00@live.com
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- ui redesign
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### **0.9.6** 2020/11/18 mandic00@live.com
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- optimize camera resize on mobile
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- completed tfjs wrapper
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### **0.9.5** 2020/11/17 mandic00@live.com
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- fix serious performance bug around skipframes
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- swtich to custom tfjs bundle
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### **0.9.4** 2020/11/17 mandic00@live.com
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- swtich to tfjs source import
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### **0.9.3** 2020/11/16 mandic00@live.com
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- switched to minified build
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### **release: 1.2** 2020/11/15 mandic00@live.com
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- full rebuild
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### **0.9.2** 2020/11/14 mandic00@live.com
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- fix camera restart on resize
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### **0.9.1** 2020/11/13 mandic00@live.com
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- version bump
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- full rebuild
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- implemented face embedding
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- added internal benchmark tool
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### **0.8.8** 2020/11/12 mandic00@live.com
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- reduced bundle size
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- implemented buffered processing
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- fix for conditional model loading
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### **0.8.7** 2020/11/11 mandic00@live.com
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- added performance notes
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- added notes on models
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- fix bug in async ops and change imports
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- fix wiki links
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### **0.8.6** 2020/11/09 mandic00@live.com
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- add wasm bundle
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### **0.8.5** 2020/11/09 mandic00@live.com
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- reimplemented blazeface processing
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### **0.8.4** 2020/11/09 mandic00@live.com
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- added additional gestures
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- implemented blink detection
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- fix wasm module
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### **0.8.3** 2020/11/08 mandic00@live.com
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- refresh
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- optimizations
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### **0.8.2** 2020/11/08 mandic00@live.com
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- fix typos
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- commit
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### **0.8.1** 2020/11/07 mandic00@live.com
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- fix hand detection performance
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- optimized model loader
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- merge branch 'main' of https://github.com/vladmandic/human into main
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- created wiki
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- delete bug_report.md
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- optimize font resizing
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- fix nms sync call
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### **0.7.6** 2020/11/06 mandic00@live.com
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- fixed memory leaks and updated docs
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- model tuning
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- cache invalidation improvements
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- full async operations
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### **0.7.5** 2020/11/05 mandic00@live.com
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- implemented dev-server
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### **0.7.4** 2020/11/05 mandic00@live.com
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- fix canvas size on different orientation
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- switched from es2020 to es2018 build target
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### **0.7.3** 2020/11/05 mandic00@live.com
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- optimized camera and mobile layout
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- fixed worker and filter compatibility
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- removed test code
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### **0.7.2** 2020/11/04 mandic00@live.com
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- major work on handpose model
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### **0.7.1** 2020/11/04 mandic00@live.com
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- changed demo build process
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### **0.6.7** 2020/11/04 mandic00@live.com
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- implemented simple gesture recognition
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### **0.6.6** 2020/11/04 mandic00@live.com
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- remove debug code
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### **0.6.5** 2020/11/04 mandic00@live.com
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- redo hand detection
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### **0.6.4** 2020/11/03 mandic00@live.com
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- added manifest
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### **0.6.3** 2020/11/03 mandic00@live.com
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- enhanced processing resolution
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- fix pause restart
|
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- complete model refactoring
|
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- fixed typo
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### **0.6.2** 2020/11/02 mandic00@live.com
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- optimized demo
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- package update
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### **0.6.1** 2020/11/02 mandic00@live.com
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|
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- major performance improvements for all models
|
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- revert "optimized canvas handling"
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- optimized canvas handling
|
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- minor optimization to imagefx
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- fix demo image sample
|
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- added tfjs-vis to distribution
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### **0.5.5** 2020/11/01 mandic00@live.com
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|
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- changed defaults
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### **0.5.4** 2020/11/01 mandic00@live.com
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|
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- implemented memory profiler
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### **0.5.3** 2020/10/30 mandic00@live.com
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|
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- improved debug logging
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### **0.5.2** 2020/10/30 mandic00@live.com
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|
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- added wasm and webgpu backends
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### **0.5.1** 2020/10/30 mandic00@live.com
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|
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- improve demo line continous draws
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### **0.4.10** 2020/10/30 mandic00@live.com
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|
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- fix for seedrandom
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### **0.4.9** 2020/10/29 mandic00@live.com
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### **0.4.8** 2020/10/28 mandic00@live.com
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- revert "updated menu handler"
|
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- fix webpack compatibility issue
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### **0.4.7** 2020/10/27 mandic00@live.com
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### **0.4.6** 2020/10/27 mandic00@live.com
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|
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- fix firefox compatibility bug
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### **0.4.5** 2020/10/27 mandic00@live.com
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### **0.4.4** 2020/10/27 mandic00@live.com
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|
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- implelented input resizing
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### **0.4.3** 2020/10/22 mandic00@live.com
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### **0.4.2** 2020/10/20 mandic00@live.com
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|
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- log initialization
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### **0.4.1** 2020/10/19 mandic00@live.com
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|
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- breaking change: convert to object class
|
|
- compatibility notes
|
|
|
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### **0.3.9** 2020/10/18 mandic00@live.com
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|
|
|
- implemented image filters
|
|
- pure tensor pipeline without image converts
|
|
- autodetect skipframes
|
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|
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### **0.3.8** 2020/10/17 mandic00@live.com
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|
|
- new menu layout
|
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|
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### **0.3.7** 2020/10/17 mandic00@live.com
|
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|
|
- added diagnostics output
|
|
- parallelized agegender operations
|
|
|
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### **0.3.6** 2020/10/17 mandic00@live.com
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|
|
|
- fixed webcam initialization
|
|
- fixed memory leaks and added scoped runs
|
|
- modularized draw
|
|
- added state handling
|
|
- refactored package file layout
|
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|
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### **0.3.5** 2020/10/16 mandic00@live.com
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|
|
|
- added auto-generated changelog
|
|
|
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### **0.3.4** 2020/10/16 mandic00@live.com
|
|
|
|
- added camera selection
|
|
- optimized blazeface anchors
|
|
- added error handling
|
|
|
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### **0.3.3** 2020/10/15 mandic00@live.com
|
|
|
|
- added blazeface back and front models
|
|
|
|
### **0.3.2** 2020/10/15 mandic00@live.com
|
|
|
|
- reduced web worker latency
|
|
- added debugging and versioning
|
|
- optimized demos and added scoped runs
|
|
- added multi backend support
|
|
|
|
### **0.3.1** 2020/10/14 mandic00@live.com
|
|
|
|
|
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### **0.2.10** 2020/10/14 mandic00@live.com
|
|
|
|
- added emotion backend
|
|
- module parametrization and performance monitoring
|
|
- implemented multi-hand support
|
|
- fixed documentation typos
|
|
|
|
### **0.2.9** 2020/10/13 mandic00@live.com
|
|
|
|
- added node build and demo
|
|
|
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### **0.2.8** 2020/10/13 mandic00@live.com
|
|
|
|
- added example image
|
|
|
|
### **0.2.7** 2020/10/13 mandic00@live.com
|
|
|
|
- new examples
|
|
|
|
### **0.2.6** 2020/10/13 mandic00@live.com
|
|
|
|
- enable all models by default
|
|
|
|
### **0.2.5** 2020/10/12 mandic00@live.com
|
|
|
|
- fixed memory leak
|
|
|
|
### **0.2.4** 2020/10/12 mandic00@live.com
|
|
|
|
- removed extra files
|
|
|
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### **0.2.3** 2020/10/12 mandic00@live.com
|
|
|
|
|
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### **0.2.2** 2020/10/12 mandic00@live.com
|
|
|
|
|
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### **release: 1.0** 2020/10/12 mandic00@live.com
|
|
|
|
|
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### **0.2.1** 2020/10/12 mandic00@live.com
|
|
|
|
- added sample image
|
|
- initial public commit
|
|
- initial commit
|