RuntimeError:CUDA out of memory...

[BoBoINVICTUS]

Hi, wenbo. I wangt to predict on my own dataset, but the following error occurs when I run the file run_video.py. Can you tell me what is wrong? How can I solve it? My GPU is 2080Ti and the quantity is 1。

[BoBoINVICTUS]

Later, after comparing other data sets, I found that the size of the picture I provided was too large, but after running it, I found that the effect was not good. It seemed that my object (a gear) could not be traced. Below is my initial mask and the resulting graph, respectively. Can you tell me how to improved it?
initial_mask01 and resulting graph

initial_mask02 and resulting graph