Hello every one.
I am working on video processing and as data samples, i need short video clips (around 10 frame per each).
I have a dataset, composed of consecutive images, and what i want to do is combining consecutive 10 frames to make a cuboid. Now the problem is: for big datasets or even for multiple normal datasets, when i create numpy arrays containing plenty of cuboids (10 * 227* 227 : 10 frames of size 227*227), the Computer RAM gets fully occupied and kernel dies!!
Maybe my algorithm has a bad mistake and i am unaware of a simple way, but i would be haapy if anyone give me useful hints to manage my RAM
Thank you very much