On the hugging face page, you will see a demo colab with a python script to access the images and questions from the dataset. 

Hugging Face Link: https://huggingface.co/datasets/COREVQA2025/COREVQA

This is the link to the demo colab: https://colab.research.google.com/drive/1SpuTta5tSzktiCo9xN4CtE9P1pmYV0ax