This repository contains code of our blog post Optical Character Recognition using PaddleOCR.
We will use PaddleOCR to perform OCR on various scenarios like Receipts, ID-cards, Road signs and more. This repository also focuses on comparing various models provided by PaddleOCR that are PP-OCRv3, PP-OCRv2, SRN and NRTR.
- python-Levenshtein
- paddlepaddle-gpu
- paddleocr
This repository contains two different notebooks for performing both the tasks as explained above.
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OCR_inference.ipynb: This notebook contains inference code of PaddleOCR. In this, PP-OCRv3 along with text detector, recognizer and angle classifier are tested on various real life scenarios.
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OCR_comparison.ipynb: This notebook conatins the comparison code of the models provided by PaddleOCR toolkit. In this PP-OCRv3, PP-OCRv2, SRN and NRTR are tested on COCO text dataset.
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