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hi this is an instructional video on how to use tin type text to convert your scan type written image files in jpeg image format into rich text format documents there are four different python code files that are to be run in sequence although only the fourth and final file getpredictions.pi would be necessary if it were run using one of the deep learning models that i have trained on my typewriters see the google drive links in the description to find the models for the 2021 royal epic and 1968 olivetti underwood letter of 33 typewriters the python file getpredictions.pi as its name suggests will allow you to perform optical character recognition or ocr on your typewritten image files and convert your typewritten text into digital form as a rich text format or rtf document here are some important pointers when performing ocr the type written pages need to be scanned in jpeg image format at a resolution of 600 dpi and the jpeg files need to be placed in the ocr raw data folder also al