I finally have clean data again! I found out what was wrong with my image capturing pipeline. When screenshotting your screen, even if the monitor is off, the monitor will "shut off" with your power savings settings on a monitor. So if you are screenshotting for a lengthy amount of time and have a timer on power savings for your monitor, turn it off!
I now have a full pipeline from
capturing images -> training model -> live stream prediction.
For next week, I will be focusing on capturing additional information of the image, such as resources, time, and population of a civilization. For example:
I am deciding between training a ML network to understand the numbers or to parse the font files and parse the screen using a non ML approach!