Update README.md

README.md

@@ -13,7 +13,7 @@ metrics:
 - rouge
 library_name: transformers
 ---
-## ClipCap fine-tuned for Scenes Image Captioning
+## ClipCap fine-tuned for Scene Image Captioning
 
 [ClipCap](https://arxiv.org/abs/2111.09734) base trained on the [HL Dataset](https://huggingface.co/datasets/michelecafagna26/hl) for **high-level scene descriptions generation**
 
@@ -34,7 +34,7 @@ We fine-tune LM + Mapping Network starting from the model pretrained on COCO
 
 ## Demo
 
-[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1xcaJOxaAp8TRd8a6x1XnAptVjHQRv3Zj?usp=sharing)
+[![Open In Colab](https://colab.research.google.com/assets/colab-badge.svg)](https://colab.research.google.com/drive/1redkE4W2GusU_GVDuY_R2PXbh9ZDuTqf?usp=sharing)
 
 ## Installation
 
@@ -95,7 +95,7 @@ with torch.no_grad():
 model.generate_beam(embed=prefix_embed)[0]
 
 
-# >> ""
+# >> "the picture is taken on the beach."
 ```
 
 ## BibTex and citation info