Delete detect_layout.py
Browse files- detect_layout.py +0 -34
detect_layout.py
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import copy
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from surya.detection import batch_text_detection
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from surya.input.load import load_from_folder, load_from_file
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from surya.layout import batch_layout_detection
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from surya.model.detection.model import load_model, load_processor
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from surya.postprocessing.heatmap import draw_polys_on_image
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from surya.settings import settings
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import os
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def main(input_path, max_pages=None):
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model = load_model(checkpoint=settings.LAYOUT_MODEL_CHECKPOINT)
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processor = load_processor(checkpoint=settings.LAYOUT_MODEL_CHECKPOINT)
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det_model = load_model()
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det_processor = load_processor()
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if os.path.isdir(input_path):
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images, names = load_from_folder(input_path, max_pages)
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else:
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images, names = load_from_file(input_path, max_pages)
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line_predictions = batch_text_detection(images, det_model, det_processor)
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layout_predictions = batch_layout_detection(images, model, processor, line_predictions)
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for idx, (image, layout_pred, name) in enumerate(zip(images, layout_predictions, names)):
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polygons = [p.polygon for p in layout_pred.bboxes]
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labels = [p.label for p in layout_pred.bboxes]
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bbox_image = draw_polys_on_image(polygons, copy.deepcopy(image), labels=labels)
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return bbox_image
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