BYOD - PASCAL format¶
Category: data_generator.vision.detection.2d
Version: 1.0.0
UUID: 12f13dec2054580669a0e9f5c7fa35553aa1666f8afc92ac6cf7202495279da7
Execution context: leip_af
Choice Priority: 10.0
Subcomponent Parameters¶
| Name | Synonyms | Allowable Categories |
|---|---|---|
| Training Augmentation | data.augmentation.training |
augmentation.vision.2d.training |
| Validation Augmentation | data.augmentation.validation |
augmentation.vision.2d.validation |
Value Parameters¶
| Name | Synonyms | Type | Values | Help |
|---|---|---|---|---|
| Annotations subdir | data_generator.annotation_subdirectory |
scalar | string | |
| Dataset name | data_generator.dataset_name |
scalar | string | |
| File name extension for the image format | data_generator.image_extension |
scalar | string | |
| Image filename is in XML contents | data_generator.image_filename_from_xml_contents |
scalar | bool | If set to True the image name is retrieved from the XML annotations. Otherwise, the XML filename + the provided image extension is used. |
| Images subdir | data_generator.image_subdirectory |
scalar | string | |
| Data is split | data_generator.data_is_presplit |
scalar | bool | |
| Path to the Label Map | data_generator.labelmap_file |
scalar | string | |
| Root Path | data_generator.root_path |
scalar | string | |
| Training annotation TXT file | data_generator.training_set_file |
scalar | string | |
| The ratio of train/val split | data_generator.train_val_split_ratio |
scalar | float, min: 0.0, max: 1.0 | |
| The seed for train/val split | data_generator.split_seed |
scalar | int | |
| Validation annotation TXT file | data_generator.validation_set_file |
scalar | string | |
| Number of classes | data.number_of_classes |
scalar | int |
Constraints¶
- Number of classes has to be positive (meta.nclasses > 0)
- Need a root path for dataset (len(actual.root_path) > 0)