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In this video tutorial, Rob demonstrates how to use Python to extract text from images using three main libraries: Pi Tesseract, Easy OCR, and Keras OCR. He works in a Kaggle notebook with a dataset called text OCR containing over a million annotations for text and images. Before coding, he shows the data set with image files and annotations.