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Odd issue with OpenCV

I have created a classification python script using openCV and Tensorflow. One issue I have is that after running the script in a loop the captured frames from the camera just become noise. I am using is a Creative 720P live cam. Running this script with another camera runs without any issues. Any idea what could cause the camera frames to go bad after awhile? Running just imread and imshow with the creative camera works fine for days.