Update README.md

README.md

@@ -51,8 +51,7 @@ CLIP retrieval / manual curation.
 ## Dataset Structure & Content
 
 This dataset offers the following configurations/subsets:
-* **Default (Full `train` data) configuration:** Contains the full, high-resolution image data and associated metadata. This is the recommended configuration for model training and full data analysis. The default split for this configuration is `train`.
-
+* **Default (Full `train` data) configuration:** Contains the full, high-resolution image data and associated metadata. 
 Each example (row) in the dataset contains the following fields:
 
 * `image`: The actual image data. In the default (full) configuration.
@@ -72,7 +71,7 @@ from datasets import load_dataset, Dataset, DatasetDict
 
 # To load the full, high-resolution dataset (recommended for training):
 # This will load the 'default' configuration's 'train' split.
-ds_main = load_dataset("ROSCOSMOS/Churches", "default")
+ds_main = load_dataset("ROSCOSMOS/Church_Buildings", "default")
 
 print("Main Dataset (default config) loaded successfully!")
 print(ds_main)