v0.2.0-alpha

What's Changed

• Speed optimizations
  • ~10 times faster data processing
  • #117
• Code coverage
  • From 66 % to 82 %
• Various NN Archive improvements
  • #106
  • #109
  • #120
  • #112
• Annotations refactor
  • #110
  • Support for custom tasks
    • allows using multiple annotations of the same type in a single dataset
  • clearer structure of annotation dictionaries

Breaking Changes

Compatibility with datasets created using previous versions?
Not compatible. All datasets must be re-created.

• Refactored annotations
  • Changed structure of dictionaries yielded from the dataset generator
  • See #110
• Changed backend for data handling
  • migrated from pandas to polars
  • in case of errors:
    • delete luxonis_ml directory located at $LUXONISML_BASE_PATH/luxonis_ml
      • $LUXONISML_BASE_PATH is set to your home directory by default