Update soybean_dataset.py

soybean_dataset.py

@@ -129,37 +129,30 @@ class SoybeanDataset(datasets.GeneratorBasedBuilder):
     def _generate_examples(self, filepath):
         logging.info("Generating examples from = %s", filepath)
         
-        # Initialize a counter for unique ID
-        unique_id = 0
+ 
         
-        # Get the list of files in the directory
-        file_list = os.listdir(filepath)
-
-        # Create pairs of original and segmentation images
-        images_pairs = [(f, f.replace('_original.jpg', '_segmentation.png')) for f in file_list if '_original.jpg' in f]
-        
-        # Iterate over the pairs and yield examples
-        for original_image_name, segmentation_image_name in images_pairs:
-            # Construct the full path to the original and segmentation images
-            original_image_path = os.path.join(filepath, original_image_name)
-            segmentation_image_path = os.path.join(filepath, segmentation_image_name)
-            
-            # Open the original image
-            original_image = Image.open(original_image_path)
-            
-            # Open the segmentation image
-            segmentation_image = Image.open(segmentation_image_path)
+        for filename in os.listdir(filepath):
+            if filename.endswith('_original.jpg'):
+                # Construct the unique ID and the corresponding segmentation image name
+                unique_id = filename.split('_')[0]
+                segmentation_image_name = filename.replace('_original.jpg', '_segmentation.png')
+                
+                # Construct full paths to the image files
+                original_image_path = os.path.join(filepath, filename)
+                segmentation_image_path = os.path.join(filepath, segmentation_image_name)
+                
+                # Open and process the original image
+                original_image = Image.open(original_image_path)
+                
+                # Open and process the segmentation image
+                segmentation_image = Image.open(segmentation_image_path)
+                
+                yield unique_id, {
+                    "original_image": original_image,
+                    "segmentation_image": segmentation_image,
+                }
             
-            # Yield the current example
-            yield unique_id, {
-                "original_image": original_image,
-                "segmentation_image": segmentation_image,
-            }
-            
-            # Increment the unique ID for the next example
-            unique_id += 1
-    
-    
+