Update Populus_Stomatal_Images_Datasets.py
Browse files
Populus_Stomatal_Images_Datasets.py
CHANGED
@@ -225,9 +225,9 @@ class NewDataset(datasets.GeneratorBasedBuilder):
|
|
225 |
width = 1024 # Default value
|
226 |
height = 768 # Default value
|
227 |
|
228 |
-
pics_array = None
|
229 |
-
with Image.open(image_path) as img:
|
230 |
-
|
231 |
|
232 |
# Retrieve annotations for the current image from the dictionary
|
233 |
annotations = annotations_dict.get(image_id, [])
|
@@ -237,7 +237,8 @@ class NewDataset(datasets.GeneratorBasedBuilder):
|
|
237 |
"image_id": image_id,
|
238 |
"species": species,
|
239 |
"scientific_name": scientific_name,
|
240 |
-
"pics_array": pics_array.tolist(), # Convert numpy array to list for JSON serializability
|
|
|
241 |
"image_resolution": {"width": width, "height": height},
|
242 |
"annotations": annotations
|
243 |
}
|
|
|
225 |
width = 1024 # Default value
|
226 |
height = 768 # Default value
|
227 |
|
228 |
+
# pics_array = None
|
229 |
+
# with Image.open(image_path) as img:
|
230 |
+
# pics_array = np.array(img) # Convert the PIL image to a numpy array
|
231 |
|
232 |
# Retrieve annotations for the current image from the dictionary
|
233 |
annotations = annotations_dict.get(image_id, [])
|
|
|
237 |
"image_id": image_id,
|
238 |
"species": species,
|
239 |
"scientific_name": scientific_name,
|
240 |
+
#"pics_array": pics_array.tolist(), # Convert numpy array to list for JSON serializability
|
241 |
+
"image_path": image_path,
|
242 |
"image_resolution": {"width": width, "height": height},
|
243 |
"annotations": annotations
|
244 |
}
|