I have a small number of naive questions. I already have a fine-tuned tardigrade detection model that gives me tardigrade bounding boxes (data comes from labelled images on my microscope). I want to do masks as well.
Right now my home server w/ an RTX 2080 is able to do mask prediction in about ~4 seconds (I'm running the sample script in "directory" mode) per image (640x480).
I'd love to be able to get the first mask back in 0.1ms, so I can do 10FPS on the scope. Is there a practical way to speed things up (my guess would be buying the absolute fastest GPU I can afford)? I can run the object detection to get a reasonable seed location, is that what the paper means by prompting?
Right now my home server w/ an RTX 2080 is able to do mask prediction in about ~4 seconds (I'm running the sample script in "directory" mode) per image (640x480).
I'd love to be able to get the first mask back in 0.1ms, so I can do 10FPS on the scope. Is there a practical way to speed things up (my guess would be buying the absolute fastest GPU I can afford)? I can run the object detection to get a reasonable seed location, is that what the paper means by prompting?