teklia-line-image-extractor 0.2.3

A tool for extracting a text line image from the contour with different methods

Line image extractor

This is a tool and a library to be used for extracting line images. Built by Teklia and freely available as open-source under the MIT licence.

It supports different extraction methods:

• boundingRect - bounding rectangle of the line polygon
• polygon - exact polygon
• min_area_rect - minimum area rectangle containing the polygon
• deskew_polygon - deskew the polygon
• deskew_min_area_rect - deskew the minimum area rectangle
• skew_polygon - skew the polygon (rotate by some angle)
• skew_min_area_rect - skew the minimum area rectangle (rotate by some angle)

Install the library using stable version from Pypi:

pip install teklia-line-image-extractor

Install the library in development mode:

pip install -e .

Test extraction:

line-image-extractor -i tests/data/page_img.jpg -o out.jpg -p tests/data/line_polygon.json -e deskew_min_area_rect --color

How to use it?:

from pathlib import Path
import numpy as np
from line_image_extractor.extractor import extract, read_img, save_img
from line_image_extractor.image_utils import polygon_to_bbox
from line_image_extractor.image_utils import Extraction

page_img = read_img(Path("tests/data/page_img.jpg"))
polygon = np.asarray([[241, 1169], [2287, 1251], [2252, 1190], [244, 1091], [241, 1169]])
bbox = polygon_to_bbox(polygon)
extracted_img = extract(
    page_img, polygon, bbox, Extraction.polygon
)
save_img("line_output.jpg", extracted_img)