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Update ocr_engine.py
Browse files- ocr_engine.py +3 -9
ocr_engine.py
CHANGED
@@ -3,21 +3,18 @@ import numpy as np
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import cv2
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import re
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# Initialize OCR
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reader = easyocr.Reader(['en'], gpu=False)
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def extract_weight_from_image(pil_img):
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try:
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img = np.array(pil_img)
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# Resize large images to prevent OCR failure
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max_dim = 1000
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height, width = img.shape[:2]
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if max(height, width) > max_dim:
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scale = max_dim / max(height, width)
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img = cv2.resize(img, None, fx=scale, fy=scale, interpolation=cv2.INTER_AREA)
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# Read text
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results = reader.readtext(img)
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print("DEBUG OCR RESULTS:", results)
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@@ -26,21 +23,18 @@ def extract_weight_from_image(pil_img):
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fallback_weight = None
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fallback_conf = 0.0
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for box, (text, conf) in results: # β
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original = text
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cleaned = text.lower().strip()
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# Fix OCR errors
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cleaned = cleaned.replace(",", ".")
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cleaned = cleaned.replace("o", "0").replace("
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cleaned = cleaned.replace("s", "5").replace("S", "5")
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cleaned = cleaned.replace("g", "9").replace("G", "6")
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cleaned = cleaned.replace("kg", "").replace("kgs", "")
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cleaned = re.sub(r"[^0-9\.]", "", cleaned)
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raw_texts.append(f"{original} β {cleaned} (conf: {round(conf, 2)})")
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if cleaned
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fallback_weight = cleaned
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fallback_conf = conf
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import cv2
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import re
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reader = easyocr.Reader(['en'], gpu=False)
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def extract_weight_from_image(pil_img):
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try:
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img = np.array(pil_img)
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max_dim = 1000
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height, width = img.shape[:2]
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if max(height, width) > max_dim:
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scale = max_dim / max(height, width)
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img = cv2.resize(img, None, fx=scale, fy=scale, interpolation=cv2.INTER_AREA)
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results = reader.readtext(img)
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print("DEBUG OCR RESULTS:", results)
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fallback_weight = None
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fallback_conf = 0.0
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for box, (text, conf) in results: # β
THIS LINE IS CORRECT
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original = text
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cleaned = text.lower().strip()
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cleaned = cleaned.replace(",", ".")
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cleaned = cleaned.replace("o", "0").replace("s", "5").replace("g", "9")
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cleaned = cleaned.replace("kg", "").replace("kgs", "")
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cleaned = re.sub(r"[^0-9\.]", "", cleaned)
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raw_texts.append(f"{original} β {cleaned} (conf: {round(conf, 2)})")
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if cleaned.replace(".", "").isdigit() and not fallback_weight:
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fallback_weight = cleaned
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fallback_conf = conf
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