Using the underlying concept of numpy arrays, we can create empty numpy arrays to store the incoming information and then we can process it and then display it simultaneously. The primary draw back will be the more expensive the processing the more likely the video feed will lag. Additionally, if we resize them to smaller windows then it could reduce the overhead of the program.

All you need to do is to copy the incoming information from the .read method and store then into numpy arrays or image objects and then process them.