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Drone Segmentation (kaggle/bulentsiyah-semantic-drone)

Category: data_generator.vision.segmentation.2d
Version: 1.0.0
UUID: 7d88353f7db31db1d175f06529f7a5389497f4b8f661cb0a358b9e4f22019d9c
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 556b69... data_generator.composite.joiner.underlying_datasets
Composite - MixUp Classification b96886... data_generator.composite.mixup.dataset
Composite - Matting a51362... data_generator.composite.matting.background
Composite - Matting a51362... data_generator.composite.matting.foreground
Composite - Mosaic f3ef3e... data_generator.composite.mosaic.foreground
Basic Adaptor 3d79d6... data_generator
Composite - Random subset 783df9... data_generator.subset.underlying_dataset
Composite - Data joiner 874afc... data_generator.composite.joiner.underlying_datasets
Composite - Data joiner dd1f3c... data_generator.composite.joiner.underlying_datasets
Composite - Random subset 2d0566... data_generator.subset.underlying_dataset
Composite - Random subset fc7d7c... data_generator.subset.underlying_dataset
Composite - Class selector 5fe238... data_generator.selection.underlying_dataset
Composite - Class selector c43ae6... data_generator.selection.underlying_dataset