KoreanIDCardOCR

Korean ID Card OCR using YOLO and Tesseract

Step 1 Generate Data

Genrator Korean ID Card

Download Face Dataset

Step 2 Data Labeling)

ImgLabel

Step 3 Data Augmentation

ImgAug

Step 4 Upload your data in roboflow

Roboflow

To import custom images and bounding boxes in the YOLO format, use Roboflow.

Step 5 Yolo (Text Detection)

yolo5

yolo4

Step 6 Text Recognition

Tesseract

deep-text-recognition-benchmark korean model

[([[59, 71], [114, 71], [114, 98], [59, 98]], '박은영', 0.9962835228060669), ([[57, 101], [181, 101], [181, 124], [57, 124]], '491614-4124423', 0.5739166951866006)]