Update app.py

app.py

@@ -3,6 +3,14 @@ from skimage.metrics import structural_similarity as ssim
 import gradio as gr
 import cv2
 
+# Function to remove text from image (placeholder implementation)
+def remove_text(image):
+    # Placeholder implementation
+    # Implement your own text removal algorithm here
+    processed_image = image.copy()
+    # Your text removal logic goes here
+    return processed_image
+
 # Function to calculate SSIM between two images
 def calculate_similarity(img1, img2):
     if len(img1.shape) == 2:
@@ -24,7 +32,14 @@ def image_similarity(img1, img2):
     img1 = img1.astype(np.uint8)
     img2 = img2.astype(np.uint8)
     ssim_score = calculate_similarity(img1, img2)
+    
+    # Remove text from images (placeholder implementation)
+    img1_processed = remove_text(img1)
+    img2_processed = remove_text(img2)
+    
+    # Calculate similarity score after text removal (placeholder implementation)
     additional_score = 0.75  # Placeholder value, replace with your own calculation
+    
     result = f"SSIM Score: {ssim_score:.4f}\nAdditional Score: {additional_score:.4f}"
     return result