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doclayout-yolo-docstructbench – AI Model by anyformat | AlphaNeural AI

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anyformat/
doclayout-yolo-docstructbench

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document-layout

object-detection

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DocLayout-YOLO - Docstructbench

Document layout detection model. Paper: DocLayout-YOLO

Classes (10)

title
plain_text
abandon
figure
figure_caption
table
table_caption
table_footnote
isolate_formula
formula_caption

Usage

pip install anyformat-doclayout

python

from anyformat.doclayout import DocLayoutModel, download_converted

# Download weights from this repo
weights = download_converted("docstructbench")

# Run inference
model = DocLayoutModel(weights)
results = model.predict("document.png")

for det in results:
    print(f"{det['class_name']}: {det['confidence']:.2f}")