Tiling library ?

[ExtReMLapin]

Hello,

i'm doing feature recognition (detection + segmentation) on non-conventionals images.

Average image size is 2848*4288

On this image, average feature is 90x90 pixels

When image is scaled down (to fit inside vram) ___x800 the feature is now 16x16 pixels.

Which seems to be problematic for the model. I feel like the solution is to disable downscaling but it won't fit into ram.

So i guess the real fix is to do tailing with overlap between each images to not miss any feature.

Is there any lib that already does that ?

I will later do the same with an image resolution of > 15000x15000 so reducing image downscaling is not a solution.