Progress: Cells are parsed out of the screenshot into their own images. Next up to convert them to b/w image and run the connected shapes algorithm (which has already proven to work). The results of the connected-shapes would be saved for each new unknown character to server as a baseline for recognition.
After that onto the actual game-solving logic.
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