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Tldr 470 added full angle info #341

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Sep 29, 2023
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Original file line number Diff line number Diff line change
Expand Up @@ -4,26 +4,27 @@
from typing import Any, List, Tuple

import cv2
import imutils
import numpy as np

from dedoc.config import get_config
from dedoc.readers.pdf_reader.data_classes.tables.table_tree import TableTree
from dedoc.readers.pdf_reader.data_classes.tables.table_type import TableTypeAdditionalOptions
from dedoc.utils.image_utils import rotate_image

logger = get_config().get("logger", logging.getLogger())
logger = logger if logger else logging.getLogger("TableRecognizer.detect_tables_by_contours")
table_options = TableTypeAdditionalOptions()


def rotate_with_threshold(img: np.ndarray, angle: float, threshold: float = None, *, config: dict) -> np.ndarray:
"""rotates a table image and saving image.shape during rotation. It is important for word bounding box extraction"""
if threshold is None:
threshold = config["rotate_threshold"]
rotated = img
if abs(angle) > threshold:
if config.get("debug_mode", False):
logger.debug("rotated image")
rotated = rotate_image(img, angle)
rotated = imutils.rotate(img, angle)
return rotated


Expand Down
10 changes: 6 additions & 4 deletions dedoc/scripts/test_words_bbox_extraction.py
Original file line number Diff line number Diff line change
Expand Up @@ -118,7 +118,7 @@ def draw_word_annotations(self, image: np.ndarray, word_annotations: List[BboxWi
p2 = (int((bbox["x_top_left"] + bbox["width"]) * bbox["page_width"]), int((bbox["y_top_left"] + bbox["height"]) * bbox["page_height"]))

if angle != 0.0:
p1 = self.rotate_coordinate(p1[0], p1[1], x_c, y_c, angle) # TODO x_c, y_c нужен четкий
p1 = self.rotate_coordinate(p1[0], p1[1], x_c, y_c, angle)
p2 = self.rotate_coordinate(p2[0], p2[1], x_c, y_c, angle)

cv2.rectangle(image, p1, p2, (0, 255, 0) if ann.text_type == "typewritten" else (255, 0, 0))
Expand Down Expand Up @@ -155,10 +155,12 @@ def test_tabby_document(self):
cv2.imwrite(os.path.join(output_path, f"{os.path.split(file_name)[1]}.png"), image)

def test_table_word_extraction(self):
output_path = os.path.join(self.output_path)
output_path = os.path.join(self.output_path, 'tables')
os.makedirs(output_path, exist_ok=True)
file_names = ["tables/example_with_table5.png", "tables/example_with_table3.png", "tables/example_with_table4.jpg",
"tables/example_with_table6.png", "tables/example_with_table_horizontal_union.jpg"]
"tables/example_with_table6.png", "tables/example_with_table_horizontal_union.jpg",
"scanned/orient_1.png"]

for file_name in file_names:
result = self._send_request(file_name, data=dict())
table0 = result["content"]["tables"][0]
Expand All @@ -170,5 +172,5 @@ def test_table_word_extraction(self):
image = rotate_image(image, page_angle)

image = self.draw_word_annotations(image, word_annotations, angle=table_angle)
cv2.imwrite(os.path.join(output_path, file_name), image)
cv2.imwrite(os.path.join(output_path, file_name.split('/')[-1]), image)

3 changes: 2 additions & 1 deletion dedoc/utils/image_utils.py
Original file line number Diff line number Diff line change
Expand Up @@ -39,7 +39,8 @@ def get_bbox_from_image(image: Image, bbox: BBox, resize: Tuple[int, int] = (300

def rotate_image(image: np.ndarray, angle: float, color_bound: Tuple[int, int, int] = (255, 255, 255)) -> np.ndarray:
"""
Rotates an image (angle in degrees) and expands image to avoid cropping
Rotates an image (angle in degrees) and expands image to avoid cropping (do bounds of color_bound)
Changes width and height of image (image.shape != rotated_image.shape)
"""
height, width = image.shape[:2]
image_center = (width / 2, height / 2)
Expand Down
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