2023-12-13 02:11:29 +01:00
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import json
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from django.core.files import File
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from PIL import Image
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from io import BytesIO
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from django.conf import settings
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from ultralytics import YOLO
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MODEL = YOLO("best.pt")
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def predict_image(image):
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results = MODEL.predict(
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image.image.path,
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save=True,
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project=settings.MEDIA_ROOT,
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name=f"{image.image.name}_predicted",
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imgsz=[640, 640],
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)
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2024-01-04 21:33:13 +01:00
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for result in results:
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metrics = result.tojson()
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return metrics
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