Can we load RGB images?

[talhaanwarch]

I am trying to load color RGB images with shape(512,512,3).

T.Compose(
            [
                T.LoadImaged(keys=["image", "label"],reader='PILReader',image_only=True),
                T.ScaleIntensityd(keys=["image"]),
                T.Resized(keys=["image", "label"],spatial_size=(224,224,3)),
            ]
        )

But the resized command consumes all of the ram. ?

[Nic-Ma]

Hi @talhaanwarch ,

Thanks for your interest here.
MONAI transforms expect channel-first data, so I think you can try with:

T.Compose(
            [
                T.LoadImaged(keys=["image", "label"]),
                T.EnsureChannelFirstd(keys=["image", "label"]),
                T.ScaleIntensityd(keys=["image"]),
                T.Resized(keys=["image", "label"], spatial_size=(224,224)),
            ]
        )

Thanks.