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Drone Segmentation (kaggle/bulentsiyah-semantic-drone)

Category: data_generator.vision.segmentation.2d
Version: 1.0.0
UUID: 48d57478e5cd9a877ab2cdbf620a0c139567011921fccddaae89ad69cd100ee1
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 - MixUp Classification 42aae0... data_generator.composite.mixup.dataset
Composite - Mosaic 0d696b... data_generator.composite.mosaic.foreground
Composite - Random subset d374a3... data_generator.subset.underlying_dataset
Composite - Data joiner c1efab... data_generator.composite.joiner.underlying_datasets
Composite - Matting 102929... data_generator.composite.matting.background
Composite - Matting 102929... data_generator.composite.matting.foreground
Composite - Class selector 1de342... data_generator.selection.underlying_dataset
Composite - Class selector c8c6f6... data_generator.selection.underlying_dataset
Composite - Data joiner 06f92f... data_generator.composite.joiner.underlying_datasets
Composite - Data joiner a292ef... data_generator.composite.joiner.underlying_datasets
Basic Adaptor d68231... data_generator
Composite - Random subset 13b2bf... data_generator.subset.underlying_dataset
Composite - Random subset 9d61e7... data_generator.subset.underlying_dataset