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