GenerativeModels icon indicating copy to clipboard operation
GenerativeModels copied to clipboard

Add image-to-image translation tutorial (T1 to T2)

Open dyollb opened this issue 2 years ago • 3 comments

Please add a tutorial illustrating how to train a model (e.g. 3d pix2pix, ..) to translate a T1 into a corresponding T2 (or CT, PS,...) image.

Dataset: IXI, ...

dyollb avatar May 02 '23 19:05 dyollb

Any updates on translating a T1 into a corresponding T2 (or CT, PS,...) image?

khanwa avatar Dec 23 '23 18:12 khanwa

This isn't being worked on at the moment. The closest we have would be repurposing this DDPM tutorial designed for segmentation. Replace the segmentation target with a paired T2 (or other modality) and you have image-to-image translation

marksgraham avatar Jan 02 '24 10:01 marksgraham

Thank you.

khanwa avatar Jan 03 '24 10:01 khanwa

Due to this issue being replied to and inactivity, I am closing this issue. On a last note, the ControlNet tutorial can also be applied to image-to-image translation tasks.

virginiafdez avatar Jun 19 '24 09:06 virginiafdez