update

dataset_ini.py

@@ -2,7 +2,7 @@ import pandas as pd
 from datasets import Dataset, DatasetDict, concatenate_datasets
 import os
 
-def load_data(csv_file, images_folder):
+def load_data(csv_file):
     df = pd.read_csv(csv_file)
     # Update the image_path column to include the full path
     df['label'] = df['label'].astype(int)
@@ -23,19 +23,17 @@ def load_dataset():
     test_csv = 'test_labels.csv'
     
     # Load datasets
-    train_dataset_real = load_data(train_csv, training_real)
+    train_dataset = load_data(train_csv)
     
-    train_dataset_fake = load_data(train_csv, training_fake)
     
-    # Combine datasets for training
-    train_dataset = concatenate_datasets([train_dataset_real, train_dataset_fake])
     
-    test_dataset_real = load_data(test_csv, test_real)
-    test_dataset_fake = load_data(test_csv, test_fake)
+    # Combine datasets for training
+   
     
-    # Combine datasets for testing
-    test_dataset = concatenate_datasets([test_dataset_real, test_dataset_fake])
+    test_dataset = load_data(test_csv)
+
     
+
     # Create DatasetDict
     dataset_dict = DatasetDict({
         'train': train_dataset,