incerto.data.VisionDataset

class incerto.data.VisionDataset(root='./data', val_split=0.1, seed=42)

Bases: object

Base class for vision datasets with standardized splits.

Provides train/val/test splits and optional transformations.

Parameters:

• root (str | Path)

• val_split (float)

• seed (int)

__init__(root='./data', val_split=0.1, seed=42)

Initialize vision dataset.

Parameters:

• root (str | Path) – Root directory for dataset storage

• val_split (float) – Fraction of training data to use for validation

• seed (int) – Random seed for reproducible splits

Methods

__init__([root, val_split, seed])

Initialize vision dataset.

__init__(root='./data', val_split=0.1, seed=42)

Initialize vision dataset.

Parameters:

• root (str | Path) – Root directory for dataset storage

• val_split (float) – Fraction of training data to use for validation

• seed (int) – Random seed for reproducible splits