OCR 与文字识别

机器人光学字符识别：文本检测、场景文字识别、文档 OCR 和读取真实世界的标志/标签。

Learning Objectives

1. OCR Pipeline Overview

2. Text Detection

2.1 EAST / CRAFT

2.2 DBNet

3. Text Recognition

3.1 CRNN

3.2 TrOCR / PaddleOCR

4. Scene Text Recognition

5. Document OCR

6. OCR in Robotics Applications

6.1 Sign Reading

6.2 Label Recognition

7. Tools & Libraries

Exercises

References