human-models/README.md

1.6 KiB

Human Models

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:

You can manually download models and update configuration modelPath value to each model or simply set baseModelPath to this list
To use online CDN, simply set human.config.baseModelPath to https://www.jsdelivr.com/package/npm/@vladmandic/human-models/models


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