Create text_extraction_model.py

text_extraction_model.py

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+import easyocr
+import numpy as np
+
+# Load the EasyOCR reader
+reader = easyocr.Reader(['en'], gpu=False)
+
+def extract_text(image):
+    # Convert the image to an array for OCR
+    image_np = np.array(image)
+    
+    # Perform OCR on the image
+    result = reader.readtext(image_np)
+    
+    # Extract text from the OCR result
+    extracted_text = []
+    for (bbox, text, prob) in result:
+        extracted_text.append(text)
+    
+    return extracted_text