Memory issues after auto-annotating for a few objects

[renyiyu]

Label Studio X SAM seems to have memory issues after auto annotating for about 20-30 objects in the same image. The auto annotating process is getting slower and slower even I use vit_b/mobile sam model on gpu setup.

My average image size is around 640 * 640 and my GPU is 3090. Since my use case has around 100 small objects to annotate per image. It makes me really difficult to annotate all the objects for the entire image, especially last 50 objects.