Training PaddleOCR involves utilizing the PaddlePaddle deep learning framework and the provided OCR toolkit to develop custom models for text recognition tasks. By leveraging the flexibility and extensibility of PaddleOCR, developers and researchers can train models tailored to specific industries or applications.