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Drone Segmentation (kaggle/bulentsiyah-semantic-drone)

Category: data_generator.vision.segmentation.2d
Version: 1.0.0
UUID: 6bb4cc0322f805a361bf656b7e98f03ac680c8d5e6cc194166854f17851a758d
Execution context: leip_af

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
Mask variant data_generator.dataset_variant choice dataset/semantic_drone_dataset/label_images_semantic (Grayscale)
RGB_color_image_masks/RGB_color_image_masks (RGB)
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

This component fits into

Name UUID Synonyms
Composite - Data joiner f47c92... data_generator.composite.joiner.underlying_datasets
Composite - MixUp Classification 9b85c1... data_generator.composite.mixup.dataset
Composite - Data joiner 47846f... data_generator.composite.joiner.underlying_datasets
Composite - Mosaic 17526b... data_generator.composite.mosaic.foreground
Basic Adaptor 954c62... data_generator
Composite - Random subset 663f60... data_generator.subset.underlying_dataset
Composite - Random subset 85a7b7... data_generator.subset.underlying_dataset
Composite - Random subset d4c2fc... data_generator.subset.underlying_dataset
Composite - Matting af418e... data_generator.composite.matting.background
Composite - Matting af418e... data_generator.composite.matting.foreground
Composite - Class selector 6f64a1... data_generator.selection.underlying_dataset
Composite - Class selector bf4d7c... data_generator.selection.underlying_dataset
Composite - Data joiner c58c8e... data_generator.composite.joiner.underlying_datasets