Update src/ocr_engine.py
Browse files- src/ocr_engine.py +8 -8
src/ocr_engine.py
CHANGED
@@ -1,12 +1,12 @@
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os.system("apt-get update && apt-get install -y libgl1-mesa-glx")
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image = np.array(pil_img.convert("RGB"))
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gray = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY)
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blur = cv2.GaussianBlur(gray, (3, 3), 0)
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@@ -17,6 +17,6 @@ def extract_weight_from_image(pil_img):
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extracted_text = ''.join(filter(lambda x: x in '0123456789.', ''.join(data['text'])))
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confidences = [int(conf) for conf in data['conf'] if conf.isdigit()]
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avg_conf = sum(confidences)
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return extracted_text.strip(), avg_conf
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import os
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os.system("apt-get update && apt-get install -y libgl1-mesa-glx")
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import cv2
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import numpy as np
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import pytesseract
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from PIL import Image
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def extract_weight_from_image(pil_img):
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image = np.array(pil_img.convert("RGB"))
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gray = cv2.cvtColor(image, cv2.COLOR_RGB2GRAY)
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blur = cv2.GaussianBlur(gray, (3, 3), 0)
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extracted_text = ''.join(filter(lambda x: x in '0123456789.', ''.join(data['text'])))
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confidences = [int(conf) for conf in data['conf'] if conf.isdigit()]
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avg_conf = sum(confidences)/len(confidences) if confidences else 0
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return extracted_text.strip(), avg_conf
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