Merge Text Boxes

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Introduction

This repo is mainly used to merge peer text boxes. The code is modified from the merge_text_boxs project and further organized and expanded.

Installation

pip install merge_text_boxes

Usage

import copy

import cv2
import numpy as np

from merge_text_boxes import MergeTextBoxes

rects = [
    [144, 5, 192, 25],
    [25, 6, 64, 25],
    [66, 6, 141, 25],
    [193, 5, 275, 33],
    [269, 30, 354, 50],
    [26, 30, 182, 52],
    [185, 28, 265, 55],
    [25, 56, 89, 76],
    [93, 56, 229, 78],
    [232, 56, 262, 76],
    [264, 52, 343, 81],
]

show_image = np.zeros([100, 500, 3], np.uint8) + 255

connector = MergeTextBoxes(max_dist=15, overlap_threshold=0.2)
new_rects = connector(rects, 500)

tmp_img = copy.deepcopy(show_image)
for rect in rects:
    cv2.rectangle(tmp_img, (rect[0], rect[1]), (rect[2], rect[3]), (0, 0, 255), 1)
cv2.imwrite("origin.png", tmp_img)

for rect in new_rects:
    cv2.rectangle(show_image, (rect[0], rect[1]), (rect[2], rect[3]), (255, 0, 0), 1)

cv2.imwrite("res.png", show_image)

Visualization

Before merging：

After merging：

Acknowledgements

• OCR文字检测框的合并
• merge_text_boxs

Contributing

Pull requests are welcome. For major changes, please open an issue first to discuss what you would like to change.

Please make sure to update tests as appropriate.

Sponsor

If you want to sponsor the project, you can directly click the Buy me a coffee image, please write a note (e.g. your github account name) to facilitate adding to the sponsorship list below.

License

This project is released under the Apache 2.0 license.