in projects/deep_video_compression/data_module.py [0:0]
def setup(self, stage: Optional[str] = None) -> None:
train_transforms = transforms.Compose(
[transforms.CenterCrop(self.image_size), transforms.ToTensor()]
)
val_transforms = transforms.Compose(
[transforms.CenterCrop(self.image_size), transforms.ToTensor()]
)
self.train_dataset = Vimeo90kSeptuplet(
root=self.data_dir,
frames_per_group=self.frames_per_group,
pil_transform=train_transforms,
as_video=True,
split="train",
)
self.val_dataset = Vimeo90kSeptuplet(
self.data_dir,
frames_per_group=self.frames_per_group,
pil_transform=val_transforms,
as_video=True,
split="test",
)