From b14a341cfcfb673b0969ea0261de2c0c5c4de5e9 Mon Sep 17 00:00:00 2001 From: Julius Unverfehrt Date: Wed, 17 Aug 2022 14:53:07 +0200 Subject: [PATCH] readd annotate_pdf script --- scripts/annotate_pdf.py | 53 +++++++++++++++++++++++++++++++++++++++++ 1 file changed, 53 insertions(+) create mode 100644 scripts/annotate_pdf.py diff --git a/scripts/annotate_pdf.py b/scripts/annotate_pdf.py new file mode 100644 index 0000000..2f0ad83 --- /dev/null +++ b/scripts/annotate_pdf.py @@ -0,0 +1,53 @@ +import argparse +from itertools import starmap +from pathlib import Path + +from PIL import Image +from funcy import lmap + +from cv_analysis.figure_detection.figure_detection import detect_figures +from cv_analysis.layout_parsing import parse_layout +from cv_analysis.table_parsing import parse_tables +from cv_analysis.utils.draw import draw_rectangles +from pdf2img.conversion import convert_pages_to_images + + +def parse_args(): + parser = argparse.ArgumentParser() + parser.add_argument("pdf_path") + parser.add_argument("--output_folder", default="/tmp") + parser.add_argument("--type", "-t", choices=["table", "layout", "figure"], required=True) + return parser.parse_args() + + +def analyse_and_annotate(images, analysis_fn): + arrays = lmap(lambda image: image.asarray(), images) + result = map(analysis_fn, arrays) + annotated_images = starmap(draw_rectangles, zip(arrays, result)) + return annotated_images + + +def save_as_pdf(images, output_folder, file_name, operation): + Path(output_folder).mkdir(parents=True, exist_ok=True) + images = lmap(Image.fromarray, images) + images[0].save(f"{output_folder}/{file_name}_annotated_{operation}.pdf", save_all=True, append_images=images) + + +def get_analysis_fn(analysis_type): + if analysis_type == "table": + return parse_tables + elif analysis_type == "layout": + return parse_layout + elif analysis_type == "figure": + return detect_figures + else: + raise + + +if __name__ == "__main__": + args = parse_args() + with open(args.pdf_path, "rb") as f: + pdf_bytes = f.read() + images = convert_pages_to_images(pdf_bytes) + annotated_pages = analyse_and_annotate(images=images, analysis_fn=get_analysis_fn(args.type)) + save_as_pdf(annotated_pages, args.output_folder, Path(args.pdf_path).stem, args.type)