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image, RGB, 504×504, [0,1] (CoreML ImageType; ImageNet norm baked in).depth, shape (1, 504, 504), single-channel relative depth.cartesian_prod, in-place camera-token insert, single-view empty source-token
concat, and the head's meshgrid). Behaviour is unchanged for single-image input.