Update README.md

README.md

@@ -77,24 +77,17 @@ Each example (row) in both splits contains the following fields:
 * `width`: The width of the image in pixels (from the full-resolution image).
 * `height`: The height of the image in pixels (from the full-resolution image).
 
-## Usage
+## Loading the Dataset
 
-To download and load this dataset from the Hugging Face Hub:
 
 ```python
 from datasets import load_dataset
 
-# To load the full, high-resolution dataset (recommended for training):
-dataset_full = load_dataset("ROSCOSMOS/Classic_Cars", split="train")
+# Load the full training dataset from the 'train' configuration
+dataset_full = load_dataset("ROSCOSMOS/Classic_Cars", "train", split="train")
 
-# To load the smaller, viewer-compatible preview dataset for quick browsing:
-dataset_preview = load_dataset("ROSCOSMOS/Classic_Cars", split="preview")
-
-print("Full Dataset (train split):", dataset_full)
-print("Preview Dataset (preview split):", dataset_preview)
-
-# You can then access individual examples, e.g., dataset_full[0]
-# The 'image' column will contain PIL Image objects.
+print("Full Training Dataset (train split):", dataset_full)
+# Expected output: DatasetInfo showing the full number of rows for the training set.
 ```
 
 ## Citation