OCR Text Recognition
This skill uses PaddleOCR for text recognition, supporting both Chinese and English.
Quick Start
Basic Usage
Perform OCR recognition directly on image or PDF files:
from paddleocr import PaddleOCR
ocr = PaddleOCR(lang='ch')
result = ocr.predict("file_path.jpg")
Dependency Installation
Install dependencies before first use:
pip3 install paddlepaddle paddleocr
Output Format
Recognition results return JSON containing:
rec_texts: List of recognized textrec_scores: Confidence score for each text
Typical Use Cases
- PDF Scans: Use PyMuPDF to extract images first, then OCR
- Image Text Recognition: Perform OCR directly on images
- Multi-page PDFs: Process page by page
Scripts
Common scripts are located in the scripts/ directory.