Marmelator/image-classification-service
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update pipeline script to also work with figure detection metadata

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This commit is contained in:
Julius Unverfehrt 2022-08-15 10:32:02 +02:00
parent 2b2da1b60c
commit f43795cee0
1 changed files with 9 additions and 3 deletions
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12
scripts/run_pipeline.py
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@ -14,6 +14,7 @@ def parse_args():
parser = argparse.ArgumentParser()
parser.add_argument("input", help="pdf file or directory")
parser.add_argument("--metadata", help="optional figure detection metadata")
parser.add_argument("--print", "-p", help="print output to terminal", action="store_true", default=False)
parser.add_argument("--page_interval", "-i", help="page interval [i, j), min index = 0", nargs=2, type=int)
@ -22,10 +23,14 @@ def parse_args():
return args
def process_pdf(pipeline, pdf_path, page_range=None):
def process_pdf(pipeline, pdf_path, metadata=None, page_range=None):
if metadata:
with open(metadata) as f:
metadata = json.load(f)
with open(pdf_path, "rb") as f:
logger.info(f"Processing {pdf_path}")
predictions = list(pipeline(f.read(), page_range=page_range))
predictions = list(pipeline(f.read(), page_range=page_range, metadata_per_image=metadata))
annotate_pdf(
pdf_path, predictions, os.path.join("/tmp", os.path.basename(pdf_path.replace(".pdf", "_annotated.pdf")))
@ -42,9 +47,10 @@ def main(args):
else:
pdf_paths = glob(os.path.join(args.input, "*.pdf"))
page_range = range(*args.page_interval) if args.page_interval else None
metadata = args.metadata if args.metadata else None
for pdf_path in pdf_paths:
predictions = process_pdf(pipeline, pdf_path, page_range=page_range)
predictions = process_pdf(pipeline, pdf_path, metadata, page_range=page_range)
if args.print:
print(pdf_path)
print(json.dumps(predictions, indent=2))