Upload load.py

load.py

@@ -15,14 +15,16 @@ def download_image_with_retries(image_url, output_file):
         print(f"Download failed: {e}")
     return False
 
-def convert_gif_to_jpg(input_path, output_path):
+def convert_to_jpg(input_path, output_path):
     try:
         with Image.open(input_path) as img:
-            img.convert('RGB').save(output_path, 'JPEG')
-        os.remove(input_path)  # Remove the original GIF after conversion
+            # Convert image to RGB to ensure compatibility if original is in a different mode (e.g., RGBA, P)
+            rgb_img = img.convert('RGB')
+            rgb_img.save(output_path, 'JPEG')
+        os.remove(input_path)  # Remove the original image file after conversion
         return True
     except Exception as e:
-        print(f"Error converting GIF to JPG: {e}")
+        print(f"Error converting image to JPG: {e}")
         return False
 
 def verify_and_download_images(data):
@@ -32,19 +34,19 @@ def verify_and_download_images(data):
     for key, value in data.items():
         image_url = value['imageURL']
         ext = os.path.splitext(image_url)[1].lower()  # Ensure extension is in lowercase for comparison
-        is_gif = ext == '.gif'
-        output_ext = '.jpg' if is_gif else ext
+        needs_conversion = ext in ['.gif', '.png']
+        output_ext = '.jpg' if needs_conversion else ext
         output_file = f'{images_directory}/{key}{output_ext}'
 
         if not os.path.exists(output_file):
             print(f"Image {key}{output_ext} not found, attempting to download...")
-            temp_output_file = output_file if not is_gif else f'{images_directory}/{key}{ext}'
+            temp_output_file = output_file if not needs_conversion else f'{images_directory}/{key}{ext}'
             if not download_image_with_retries(image_url, temp_output_file):
                 print(f"Warning: Could not download image {image_url}")
-            elif is_gif:
-                # Convert GIF to JPG
-                if not convert_gif_to_jpg(temp_output_file, output_file):
-                    print(f"Warning: Could not convert GIF to JPG for image {image_url}")
+            elif needs_conversion:
+                # Convert image to JPG
+                if not convert_to_jpg(temp_output_file, output_file):
+                    print(f"Warning: Could not convert image to JPG for image {image_url}")
 
 # Load the dataset JSON file (assuming you have a dataset.json file in the same directory)
 with open('dataset.json', 'r') as fp: