Human Release v2.5

New

• New frame change detection algorithm used for cache determination
  based on temporal input difference
• New built-in Tensorflow profiling human.profile
• New optional input histogram equalization config.filter.equalization
  auto-level input for optimal brightness/contrast
• New event-baseed interface human.events
• New configuration validation human.validate
• New input compare function human.compare
  this function is internally used by human to determine frame changes and cache validation
• New custom built TFJS for browser bundled version
  result is a pure module with reduced bundle size and include built-in support for all backends
  note: nobundle and node versions link to standard @tensorflow packages

Changed

• Default configuration values have been tuned for precision and performance
• Supports all built-in modules on all backends
  via custom implementation of missing kernel ops
• Added additional hand gestures
• Performance and precision improvements
  • face, hand
  • gestures modules
  • face matching
• Fix ReactJS compatibility
• Better precision using WASM
  Previous issues due to math low-precision in WASM implementation
• Full TS type definitions for all modules and imports
• Focus on simplified demo
  https://vladmandic.github.io/human/demo/typescript/