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SIIM ACR Pneumothorax Segmentation (data/sets/kaggle/detection/jesperdramsch-siim-acr-pneumothorax-segmentation-data)

Category: data_generator.vision.segmentation.2d
Version: 1.0.0
UUID: 05a63c0c4f2bcc7f2b4d74e0acd9cb9eba4c295739263b52b1881c671d769a5e
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
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