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A Python library to do this is cool, but there's already Tabula: https://tabula.technology/


They address Tabula in the post:

>The first tool that we tried was Tabula, which has nice user and command-line interfaces, but it either worked perfectly or failed miserably. When it failed, it was difficult to tweak the settings — such as the image thresholding parameters, which influence table detection and can lead to a better output.




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