deepdraw.configs.datasets.stare.mtest#
STARE cross-evaluation dataset with matched resolution.
Configuration resolution: 704 x 608
from ....data.transforms import CenterCrop, Pad, Resize
from .xtest import dataset as _xt
from .xtest import second_annotator # noqa
dataset = {
"train": _xt["train"],
"test": _xt["test"],
"drive (train)": _xt["drive (train)"].copy(
[CenterCrop((470, 544)), Pad((10, 9, 10, 8)), Resize(608)]
),
"drive (test)": _xt["drive (test)"].copy(
[CenterCrop((470, 544)), Pad((10, 9, 10, 8)), Resize(608)]
),
"chasedb1 (train)": _xt["chasedb1 (train)"].copy(
[CenterCrop((829, 960)), Resize(608)]
),
"chasedb1 (test)": _xt["chasedb1 (test)"].copy(
[CenterCrop((829, 960)), Resize(608)]
),
"hrf (train)": _xt["hrf (train)"].copy(
[Pad((0, 345, 0, 345)), Resize(608)]
),
"hrf (test)": _xt["hrf (test)"].copy([Pad((0, 345, 0, 345)), Resize(608)]),
"iostar (train)": _xt["iostar (train)"].copy(
[Pad((81, 0, 81, 0)), Resize(608)]
),
"iostar (test)": _xt["iostar (test)"].copy(
[Pad((81, 0, 81, 0)), Resize(608)]
),
}