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@vladmandic/human

Version: 2.0.3
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
License: MIT
Repository: git+https://github.com/vladmandic/human.git

Changelog

HEAD -> main 2021/06/18 mandic00@live.com

modularize model loading

2.0.3 2021/06/18 mandic00@live.com

fix demo paths
added multithreaded demo

2.0.2 2021/06/14 mandic00@live.com

reorganize demos
fix centernet box width & height
add body segmentation sample

release: 2.0.1 2021/06/08 mandic00@live.com

release 2.0

2.0.1 2021/06/08 mandic00@live.com

add video drag&drop capability
modularize build platform
custom build tfjs from sources
modularize build platform
enable body segmentation and background replacement in demo
minor git corruption
unified build
enable body segmentation and background replacement
work on body segmentation
added experimental body segmentation module
add meet and selfie models
add live hints to demo
switch worker from module to iife importscripts
release candidate
added samples to git
implemented drag & drop for image processing
release candidate
breaking changes to results.face output properties
breaking changes to results.object output properties
breaking changes to results.hand output properties
breaking changes to results.body output properties
implemented human.next global interpolation method
finished draw buffering and smoothing and enabled by default
implemented service worker
quantized centernet
release candidate
added usage restrictions
quantize handdetect model
added experimental movenet-lightning and removed blazepose from default dist
added experimental face.rotation.gaze
fix and optimize for mobile platform
lock typescript to 4.2 due to typedoc incompatibility with 4.3

1.9.4 2021/05/27 mandic00@live.com

fix demo facecompare
webhint and lighthouse optimizations
add camera startup diag messages
implemented unified result.persons that combines face, body and hands for each person
added experimental results interpolation for smooth draw operations

1.9.3 2021/05/23 mandic00@live.com

use green weighted for input diff calculation
implement experimental drawoptions.bufferedoutput and bufferedfactor
use explicit tensor interface
add tfjs types and remove all instances of any
enhance strong typing
rebuild all for release

1.9.2 2021/05/22 mandic00@live.com

add id and boxraw on missing objects
restructure results strong typing

1.9.1 2021/05/21 mandic00@live.com

caching improvements
sanitize server input
remove nanodet weights from default distribution
add experimental mb3-centernet object detection
individual model skipframes values still max high threshold for caching
config.videooptimized has been removed and config.cachesensitivity has been added instead
caching determination is now dynamic based on detection of input change and not based on input types
human 1.9.0 beta with breaking changes regarding caching

1.8.5 2021/05/18 mandic00@live.com

add node-video sample
add node-webcam demo
fix node build and update model signatures

1.8.4 2021/05/11 mandic00@live.com

1.8.3 2021/05/05 mandic00@live.com

switch posenet weights

1.8.2 2021/05/04 mandic00@live.com

release 1.8 with major changes and tfjs 3.6.0 2021/04/30 mandic00@live.com

1.8.1 2021/04/30 mandic00@live.com

blazeface optimizations
add hand labels in draw
cleanup demo workflow
convert blazeface to module
version 1.8 release candidate
build nodejs deliverables in non-minified form
stop building sourcemaps for nodejs deliverables
remove deallocate, profile, scoped
replaced maxfaces, maxdetections, maxhands, maxresults with maxdetected
replaced nmsradius with built-in default
unified minconfidence and scorethresdold as minconfidence
add exception handlers to all demos
remove blazeface-front and add unhandledrejection handler
major update for 1.8 release candidate
enable webworker detection

1.7.1 2021/04/25 mandic00@live.com

remove obsolete binary models
enable cross origin isolation
rewrite posenet decoder
remove efficientpose
major version rebuild

1.6.1 2021/04/22 mandic00@live.com

add npmrc
added filter.flip feature
added demo load image from http
mobile demo optimization and iris gestures
full test run
full rebuild
new look
added benchmarks
added node-multiprocess demo
fix image orientation
flat app style
add full nodejs test coverage

1.5.2 2021/04/14 mandic00@live.com

experimental node-wasm support

1.5.1 2021/04/13 mandic00@live.com

fix for safari imagebitmap
refactored human.config and human.draw

1.4.3 2021/04/12 mandic00@live.com

implement webrtc

1.4.2 2021/04/12 mandic00@live.com

added support for multiple instances of human
fix typedoc
exception handling

1.4.1 2021/04/09 mandic00@live.com

add modelbasepath option

1.3.5 2021/04/06 mandic00@live.com

add dynamic viewport and fix web worker
add cdn links

1.3.4 2021/04/04 mandic00@live.com

implement webhint

1.3.3 2021/04/03 mandic00@live.com

fix linting and tests

1.3.2 2021/04/02 mandic00@live.com

input type validation
normalize all scores

1.3.1 2021/03/30 mandic00@live.com

added face3d demo
initial work on face3d three.js demo
enable buffering
new icons
new serve module and demo structure
move gl flags to correct location
minor rotation calculation fix
remove debug output
new face rotation calculations
cleanup
rotationmatrixtoeulerangle, and fixes
experimental: add efficientpose
implement nanodet
face rotation matrix
start working on efficientpose

1.2.5 2021/03/25 mandic00@live.com

fix broken exports
added face matching example to docs
improve fact matching

1.2.4 2021/03/23 mandic00@live.com

1.2.3 2021/03/21 mandic00@live.com

1.2.2 2021/03/21 mandic00@live.com

precise face rotation

1.2.1 2021/03/21 mandic00@live.com

new module: face description

1.1.11 2021/03/21 mandic00@live.com

refactor face classes

1.1.10 2021/03/18 mandic00@live.com

cleanup
redefine tensor
enforce types
regen type declarations
switch to single jumbo dts
type definitions

1.1.9 2021/03/17 mandic00@live.com

fix box clamping and raw output
hierarchical readme notes

1.1.8 2021/03/17 mandic00@live.com

add experimental nanodet object detection
full models signature
cleanup

1.1.7 2021/03/16 mandic00@live.com

fix for seedrandom
custom typedoc

1.1.6 2021/03/15 mandic00@live.com

implement human.match and embedding demo

1.1.5 2021/03/15 mandic00@live.com

full rebuild

1.1.4 2021/03/14 mandic00@live.com

fix broken build

1.1.3 2021/03/14 mandic00@live.com

added api specs
add typedocs and types
strong typings

1.1.2 2021/03/12 mandic00@live.com

distance based on minkowski space and limited euclidean space
guard against invalid input images

1.1.1 2021/03/12 mandic00@live.com

switched face embedding to mobileface

1.0.4 2021/03/11 mandic00@live.com

add face return tensor
add test for face descriptors
wip on embedding
simplify face box coordinate calculations
annotated models and removed gender-ssrnet
autodetect inputsizes

1.0.3 2021/03/10 mandic00@live.com

strong typing for public classes and hide private classes
re-added blazeface-front
enhanced age, gender, emotion detection
full rebuild

1.0.2 2021/03/09 mandic00@live.com

remove blazeface-front, blazepose-upper, faceboxes
remove blazeface-front and faceboxes

release: 1.0.1 2021/03/09 mandic00@live.com

1.0.1 2021/03/09 mandic00@live.com

fix for face detector when mesh is disabled
optimize for npm

0.40.9 2021/03/08 mandic00@live.com

fix performance issue when running with low confidence

0.40.8 2021/03/08 mandic00@live.com

0.40.7 2021/03/06 mandic00@live.com

implemented 3d face angle calculations

0.40.6 2021/03/06 mandic00@live.com

add curve draw output

0.40.5 2021/03/05 mandic00@live.com

fix human.draw

0.40.4 2021/03/05 mandic00@live.com

cleanup blazepose code
fix demo

0.40.3 2021/03/05 mandic00@live.com

0.40.2 2021/03/05 mandic00@live.com

added blazepose-upper

0.40.1 2021/03/04 mandic00@live.com

implement blazepose and update demos
add todo list

0.30.6 2021/03/03 mandic00@live.com

fine tuning age and face models

0.30.5 2021/03/02 mandic00@live.com

add debug logging flag

0.30.4 2021/03/01 mandic00@live.com

added skipinitial flag

0.30.3 2021/02/28 mandic00@live.com

typo

0.30.2 2021/02/26 mandic00@live.com

rebuild
fix typo

0.30.1 2021/02/25 mandic00@live.com

0.20.11 2021/02/24 mandic00@live.com

0.20.10 2021/02/22 mandic00@live.com

0.20.9 2021/02/21 mandic00@live.com

remove extra items
simmilarity fix

0.20.8 2021/02/21 mandic00@live.com

embedding fix

0.20.7 2021/02/21 mandic00@live.com

build fix

0.20.6 2021/02/21 mandic00@live.com

embedding fix

0.20.5 2021/02/21 mandic00@live.com

fix imagefx and add dev builds

0.20.4 2021/02/19 mandic00@live.com

0.20.4

0.20.3 2021/02/17 mandic00@live.com

rebuild

0.20.2 2021/02/13 mandic00@live.com

merge branch 'main' of https://github.com/vladmandic/human into main
create codeql-analysis.yml
create security.md
add templates

0.20.1 2021/02/08 mandic00@live.com

menu fixes
convert to typescript

0.11.5 2021/02/06 mandic00@live.com

added faceboxes alternative model

0.11.4 2021/02/06 mandic00@live.com

0.11.3 2021/02/02 mandic00@live.com

0.11.2 2021/01/30 mandic00@live.com

added warmup for nodejs

update for tfjs 3.0.0 2021/01/29 mandic00@live.com

0.11.1 2021/01/29 mandic00@live.com

0.10.2 2021/01/22 mandic00@live.com

0.10.1 2021/01/20 mandic00@live.com

0.9.26 2021/01/18 mandic00@live.com

fix face detection when mesh is disabled
added minification notes
version bump

0.9.25 2021/01/13 mandic00@live.com

added humangl custom backend
rebuild
code cleanup and enable minification
fix safari incopatibility

0.9.24 2021/01/12 mandic00@live.com

work on blazepose
full rebuild

0.9.23 2021/01/11 mandic00@live.com

added iris gesture
fix emotion labels
full rebuild

0.9.22 2021/01/05 mandic00@live.com

remove iris coords if iris is disabled
web worker fix

0.9.21 2021/01/03 mandic00@live.com

0.9.20 2021/01/03 mandic00@live.com

stricter linting, fix face annotations

0.9.19 2020/12/23 mandic00@live.com

added rawbox and rawmesh
variable name changes, setting .rawcoords only if necessary
option to return raw data (mesh, box) for facemesh / "preserve aspect ratio" fix from facemesh upstream