EAST-based OCR detector API
Project description
Installation
pip install manuscript-ocr
Usage Example
from PIL import Image
from manuscript.detectors import EASTInfer
# Инициализация
det = EASTInfer(score_thresh=0.9)
# Инфер с визуализацией
page, vis_image = det.infer(r"example\ocr_example_image.jpg", vis=True)
print(page)
# Покажет картинку с наложенными боксами
Image.fromarray(vis_image).show()
# Или сохранить результат на диск:
Image.fromarray(vis_image).save(r"example\ocr_example_image_infer.png")
Результат
Текстовые блоки будут выведены в консоль, например:
Page(blocks=[Block(words=[Word(polygon=[(874.1005, 909.1005), (966.8995, 909.1005), (966.8995, 956.8995), (874.1005, 956.8995)]),
Word(polygon=[(849.1234, 810.5678), … ])])])
А визуализация сохранится в файл example/ocr_example_image_infer.png:
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