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Update utils.py
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utils.py
CHANGED
@@ -4,19 +4,37 @@ import re
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def extract_kyc_fields(file_path):
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try:
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image = Image.open(file_path).convert("RGB")
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text = pytesseract.image_to_string(image)
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name = name_line.split(":")[-1].strip() if ":" in name_line else name_line.strip()
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return {
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"aadhaar_number":
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"dob":
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"name": name if name else "Not found"
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}
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except Exception as e:
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def extract_kyc_fields(file_path):
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try:
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# Open and convert image to RGB for OCR
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image = Image.open(file_path).convert("RGB")
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# Run Tesseract OCR
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text = pytesseract.image_to_string(image)
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# Aadhaar pattern: 12-digit, with or without space or dash
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aadhaar_match = re.search(r'\b\d{4}[\s-]?\d{4}[\s-]?\d{4}\b', text)
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# DOB pattern: formats like DD-MM-YYYY or DD/MM/YYYY
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dob_match = re.search(r'\b\d{2}[/-]\d{2}[/-]\d{4}\b', text)
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# Try to extract name line heuristically (line with "Name", "Naam", etc.)
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name_line = next(
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(
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line for line in text.split("\n")
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if re.search(r'\b(name|naam|namf)\b', line, re.IGNORECASE)
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),
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""
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)
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# Extract name text
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name = name_line.split(":")[-1].strip() if ":" in name_line else name_line.strip()
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# Return structured KYC data
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return {
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"aadhaar_number": aadhaar_match.group(0) if aadhaar_match else "Not found",
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"dob": dob_match.group(0) if dob_match else "Not found",
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"name": name if name else "Not found"
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}
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except Exception as e:
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# Return error as dict to show in Gradio
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return {"error": f"OCR failed: {str(e)}"}
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