Optimizations:

• Enabled high-resolution optimizations
  Internal limits are increased from 2k to 4k
• Enhanced device capabilities detection
  See human.env.[agent, wasm, webgl, webgpu] for details
• If config.backend is not set, Human will auto-select best backend
  based on device capabilities
• Enhanced support for webgpu
• Reduce build dependencies
  Human is now 30% smaller :)
  As usual, Human has zero runtime dependencies,
  all devDependencies are only to rebuild Human itself
• Default hand skeleton model changed from handlandmark-full to handlandmark-lite
  Both models are still supported, this reduces default size and increases performance

Features:

• Add draw label templates
  Allows easy customization of results labels drawn on canvas
• Add config.filter.autoBrightness (enabled by default)
  Per-frame video on-the-fly brightness adjustments
  Which significantly increases performance and precision in poorly lit scenes
• Add new demo face detect
• Improved config.filter.equalization (disabled by default)
  Image and video on-demand histogram equalization
• Support selecting specific video source when multiple cameras are present
  See human.webcam.enumerate()
• Updated algorithm to determine distance from camera based on iris size
  See human.result.face[n].distance

Architecture:

• Upgrade to TFJS 4.1 with strong typing
  see notes on how to use
• TypeDef refactoring
• Re-architect human.models namespace for better dynamic model handling
  Added additional methods load, list, loaded, reset
• Repack external typedefs
  Removes all external typedef dependencies
• Refactor namespace exports
  Better TypeDoc specs
• Add named export for improved bundler support when using non-default imports
• Cleanup Git history for dist/typedef/types
• Cleanup @vladmandic/human-models
• Support for NodeJS v19
• Upgrade to TypeScript 4.9
• Support for dynamic module load in NodeJS
  See https://vladmandic.github.io/human/demo/nodejs/node-bench

Breaking changes:

• Replaced result.face[n].iris with result.face[n].distance
• Replaced human.getModelStats() with human.models.stats()
• Moved human.similarity, human.distance and human.match to namespace human.match.*
• Obsolete human.enhance()
• Obsolete human.gl
• Renamed model mb3-centernet to centernet