Human Models

Link 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

Usage

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

List of Included Models

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