#!/usr/bin/env python
# -*- coding: utf-8 -*-

from bob.db.stare import Database as STARE
from bob.ip.binseg.data.transforms import *
from bob.ip.binseg.data.binsegdataset import BinSegDataset

#### Config ####

transforms = Compose(
    [
        Pad((2, 1, 2, 2)),
        RandomHFlip(),
        RandomVFlip(),
        RandomRotation(),
        ColorJitter(),
        ToTensor(),
    ]
)

# bob.db.dataset init
bobdb = STARE(protocol="default")

# PyTorch dataset
dataset = BinSegDataset(bobdb, split="train", transform=transforms)