DINOv2 Pre-training for 3D.

MohammedSB / RadiologyFM

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DINOv2 Pre-training for 3D. #5

Open MohammedSB opened 4 months ago

MohammedSB commented 4 months ago

Since we want to train on both 2D (X-ray) and 3D data (CT and MRI), we need DINOv2 to work on 3D as well. A simple way of extending it is to apply identical spatial/color/noise transformations across slices, then investigate tube vs random masking across the slices.

Yuki-Suprise commented 2 months ago

Do you have a completed script please? If so, can you show me how to implement it?