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

from bob.db.drive import Database as DRIVE
from bob.ip.binseg.data.transforms import *
from bob.ip.binseg.data.binsegdataset import BinSegDataset

#### Config ####

transforms = Compose(
    [
        RandomRotation(),
        CenterCrop((540, 540)),
        Resize(1024),
        RandomHFlip(),
        RandomVFlip(),
        ColorJitter(),
        ToTensor(),
    ]
)

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

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