Update Stomatal_Images_Datasets.py

Stomatal_Images_Datasets.py

@@ -39,10 +39,10 @@ class NewDataset(datasets.GeneratorBasedBuilder):
             "scientific_name": datasets.Value("string"),
             "image_path": datasets.Value("string"),
             "image": datasets.Image(),
-            "image_resolution": {
-                "width": datasets.Value("int32"),
-                "height": datasets.Value("int32"),
-            },
+            "magnification": datasets.Value("int32"),
+            "width": datasets.Value("int32"),
+            "height": datasets.Value("int32"),
+            "resolution": datasets.Value("int32"),
             "annotations": datasets.Sequence({
                 "category_id": datasets.Value("int32"),
                 "bounding_box": {
@@ -119,8 +119,11 @@ class NewDataset(datasets.GeneratorBasedBuilder):
             if not species_row.empty:
                 species = species_row['Species'].values[0]
                 scientific_name = species_row['ScientificName'].values[0]
+                magnification = species_row['Magnification'].values[0]
                 width = species_row['Witdh'].values[0]
                 height = species_row['Heigth'].values[0]
+                resolution = species_row['Resolution'].values[0]
+                
             else:
                 # Default values if not found
                 species = None
@@ -135,9 +138,11 @@ class NewDataset(datasets.GeneratorBasedBuilder):
                 "image_id": image_id,
                 "species": species,
                 "scientific_name": scientific_name,
-                #"pics_array": pics_array.tolist(),  # Convert numpy array to list for JSON serializability
                 "image_path": image_path,
                 "image": img,
-                "image_resolution": {"width": width, "height": height},
+                "magnification": magnification
+                "width": width,
+                "height": height,
+                "resolution": resolution,
                 "annotations": annotations
             }