Update app.py

app.py

@@ -6,12 +6,13 @@ import easyocr
 ocr_reader = easyocr.Reader(['en'])
 
 def extract_text_from_image(image_path):
+    # Extract text lines from image
     result = ocr_reader.readtext(image_path, detail=0)
-    # Join OCR lines into one string
-    ocr_text = " ".join(result)
+    ocr_text = " ".join(result)  # Join into one string
     return ocr_text
 
 def preprocess(text):
+    # Lowercase, strip punctuation, and whitespace
     return text.lower().translate(str.maketrans('', '', string.punctuation)).strip()
 
 def detect_sarcasm(combined_text):
@@ -27,10 +28,16 @@ def detect_sarcasm(combined_text):
 
     return {"sarcasm": bool(sarcasm_pred), "confidence": confidence}
 
-# Example usage:
-ocr_text = extract_text_from_image('path_to_image.jpg')
-typed_text = "Your favorite sarcastic phrase here"
+if __name__ == "__main__":
+    # Example usage:
+    image_path = "path_to_image.jpg"  # Replace with your image file path
+    typed_text = "Your favorite sarcastic phrase here"
 
-combined = ocr_text + " " + typed_text
-result = detect_sarcasm(combined)
-print(result)
+    ocr_text = extract_text_from_image(image_path)
+    combined_text = ocr_text + " " + typed_text
+
+    result = detect_sarcasm(combined_text)
+    print("OCR Extracted Text:", ocr_text)
+    print("Typed Text:", typed_text)
+    print("Combined Text:", combined_text)
+    print("Sarcasm Detection Result:", result)