Repository for Human models
npm install @vladmandic/human-modelsLink to Human main repository
For model details and credits see documentation in the main library
Default models are included in the main library
Optional models are published here to keep the size of the main library contained
Human includes default models but supports number of additional models and model variations of existing models
Additional models can be accessed via:
- GitHub repository
- NPMjs package
To use alternative models from local host:
- download them either from github or npmjs and either
- set human configuration value modelPath for each model or
- set global configuration value baseModelPath to location of downloaded models
To use alternative models from a CDN use location prefix https://cdn.jsdelivr.net/gh/vladmandic/human-models/models/ for either configuration value of modelPath or baseModelPath
Pose detection alternatives
- movenet-lightning
- movenet-thunder
- movenet-multipose
- efficientpose
- posenet
- blazepose-lite
- blazepose-full
- blazepose-heavy
HandPose and HandTrack family:
- handdetect
- handtrack
- handskeleton
- handlandmark-full
- handlandmark-lite
- handlandmark-sparse
Object detection:
- mb3-centernet
- nanodet
Segmentation:
- meet
- selfie
Face analysis:
- blazeface
- blazeface-back
- blazeface-front
- age
- emotion
- faceboxes
- facemesh
- facemesh-attention
- faceres
- faceres-deep
- gear
- gender
- gender-ssrnet-imdb
- iris
- liveness
- mobileface
- mobilefacenet