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Drone Segmentation (kaggle/bulentsiyah-semantic-drone)

Category: data_generator.vision.segmentation.2d
Version: 1.0.0
UUID: 96718fe3bb6168bf67b621e303246ce54c1817d782853d0e97dd6ff2612252b4
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 - Class selector 06894b... data_generator.selection.underlying_dataset
Composite - MixUp Classification f19b45... data_generator.composite.mixup.dataset
Composite - Random subset feed1a... data_generator.subset.underlying_dataset
Composite - Data joiner 77071f... data_generator.composite.joiner.underlying_datasets
Composite - Data joiner b6f994... data_generator.composite.joiner.underlying_datasets
Composite - Matting 8889c0... data_generator.composite.matting.background
Composite - Matting 8889c0... data_generator.composite.matting.foreground
Composite - Class selector 10d356... data_generator.selection.underlying_dataset
Composite - Mosaic 7bebd5... data_generator.composite.mosaic.foreground
Composite - Data joiner 4e8148... data_generator.composite.joiner.underlying_datasets
Composite - Random subset 365151... data_generator.subset.underlying_dataset
Composite - Random subset 5859b6... data_generator.subset.underlying_dataset
Basic Adaptor 123217... data_generator