Update Populus_Stomatal_Images_Datasets.py

Populus_Stomatal_Images_Datasets.py

@@ -85,7 +85,8 @@ class NewDataset(datasets.GeneratorBasedBuilder):
             "image_id": datasets.Value("string"),
             "species": datasets.Value("string"),
             "scientific_name": datasets.Value("string"),
-            "pics_array": datasets.Array3D(dtype="uint8", shape=(3,768, 1024)), # Assuming images are RGB with shape 768x1024
+            "pics_array": datasets.Image()
+            # datasets.Array3D(dtype="uint8", shape=(3,768, 1024)), # Assuming images are RGB with shape 768x1024
             "image_resolution": {
                 "width": datasets.Value("int32"),
                 "height": datasets.Value("int32"),
@@ -179,8 +180,9 @@ class NewDataset(datasets.GeneratorBasedBuilder):
     
             pics_array = None
             with Image.open(image_path) as img:
-                pics_array = np.array(img)  # Convert the PIL image to a numpy array and then to a list
-    
+                pics_array = np.array(img)# Convert the PIL image to a numpy array and then to a list
+                print(pics_array.shape)
+            
             annotations = self._parse_yolo_labels(label_path, width, height)
             
             # Yield the dataset example