Luca Kotulla authored Jan 28, 2025 and Maximilian Otten committed Jan 28, 2025

- Add parsing of label-studio style .json annotation files
- Add mlcvzoo_base/data_preparation/annotation_writer/txt_annotation_writer:
  - Writing of .txt annotations files for training classification and text recognition models
- mlcvzoo_base/api/data/annotation_attributes.AnnotationAttributes:
  - Add setter method for the content attribute
- mlcvzoo_base/api/data/box.Box:
  - Add possibility to get a cropped image from a bounding box
- Add interfaces:
  - MetricProvider: Interface for classes that provide metrics
  - LogProvider: Interface for classes that provide training relevant logging information
- mlcvzoo_base/api/model.Model:
  - Add property algorithm_type_name
- mlcvzoo_base/api/registry.ModelRegistry:
  - Enhance implementation to allow the configuration via configuration classes (config-builder)
  - Add possibility to build configurations from a given dictionary
- Add mlcvzoo_base/api/data/data_registry to provide functionality for serializing and de-serializing data classes
- Enhance the automatic determination of the drawing parameters based on the image resolution
- mlcvzoo_base/evaluation/geometric/metrics_logging:
  - Remove logging of algorithm_type

Co-authored-by: Maximilian Otten <maximilian.otten@iml.fraunhofer.de>
Co-authored-by: bbeck <benjamin.beck@iml.fraunhofer.de>