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Drone Segmentation (kaggle/bulentsiyah-semantic-drone)

Category: data_generator.vision.segmentation.2d
Version: 1.0.0
UUID: 077321c3392c3848d0313ea88ccb4cdf701cec7c4baf5b47e0cdaf15caf6ff6f
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 b64baa... data_generator.composite.mixup.dataset
Composite - Random subset a7f2c0... data_generator.subset.underlying_dataset
Composite - Random subset 26ced8... data_generator.subset.underlying_dataset
Composite - Random subset 791474... data_generator.subset.underlying_dataset
Composite - Data joiner 9e5987... data_generator.composite.joiner.underlying_datasets
Composite - Class selector 9fa6f0... data_generator.selection.underlying_dataset
Basic Adaptor 79e827... data_generator
Composite - Data joiner bce6f8... data_generator.composite.joiner.underlying_datasets
Composite - Data joiner 22ed69... data_generator.composite.joiner.underlying_datasets
Composite - Mosaic 6992a8... data_generator.composite.mosaic.foreground
Composite - Class selector 2d0fd2... data_generator.selection.underlying_dataset
Composite - Matting 16fde4... data_generator.composite.matting.background
Composite - Matting 16fde4... data_generator.composite.matting.foreground