Update README.md

README.md

@@ -113,31 +113,26 @@ sentences = [
 ### Loading the Dataset
 
 You can load this dataset using the Hugging Face `datasets` library:
-
-#### Main Branch
 ```python
 from datasets import load_dataset
+```
 
+#### Main Branch
+```python
 # Load the train split of the colorization dataset
 train_dataset = load_dataset("nickpai/coco2017-colorization", split="train")
-
 # Load the validation split of the colorization dataset
 val_dataset = load_dataset("nickpai/coco2017-colorization", split="validation")
 ```
 
 #### Caption-Free Branch
 ```python
-from datasets import load_dataset
-
 # Load the train split of the colorization dataset from the caption-free branch
 train_dataset = load_dataset("nickpai/coco2017-colorization", split="train", revision="caption-free")
-
 # Load the validation split of the colorization dataset from the caption-free branch
 val_dataset = load_dataset("nickpai/coco2017-colorization", split="validation", revision="caption-free")
 ```
 
-
-
 ## Filtering Criteria
 
 ### 1. Grayscale Images