Using Alternative Models with Human

[vladmandic]

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://www.jsdelivr.com/package/npm/@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
• faceres
• faceres-deep
• gear
• gender
• gender-ssrnet-imdb
• iris
• liveness
• mobileface
• mobilefacenet

[ceyxasm]

And human is able to get which alternative model is being used by its name. Right?

[rogeriojardim-fedrax]

Great library, but the age model isn’t as accurate as the one in vladmandic/face-api