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In this tutorial, Nicholas Ronatt introduces Optical Character Recognition (OCR) using the EasyOCR Python package. The video covers essential steps to get started with OCR, including setting up EasyOCR, which simplifies text extraction from images. Viewers will learn how to extract text from various images and visualize the results with OpenCV, allowing them to see the extracted text overlaid on the images. EasyOCR is built on PyTorch, a deep learning library, making it comparable to TensorFlow. The tutorial aims to provide a comprehensive understanding of how to implement OCR using these tools.