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YOLO checkpoints for page layout analysis of classical commentaries

commentaries digital-classics digital-humanities page-layout-analysis yolov5

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mromanello avatar sven-nm avatar

layout-yolo-models's Issues

add code example for using the (local) models

Add to the README something like the following (which I've found online and not tested yet):

import torch
model = torch.hub.load('.', 'custom', path='/path/to/yolov5/runs/train/exp5/weights/best.pt', source='local') 
# Image
img = '/path/to/test/image/25.jpg'
# Inference
results = model(img)
# Results, change the flowing to: results.show()
results.show()  # or .show(), .save(), .crop(), .pandas(), etc

A more advanced/sophisticated version would be a notebook providing a full example, from digitised image to loading layout annotations in an environment for manual correction.

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