Each image in the dataset was paired with a corresponding caption that accurately describes the visual content. The captions were generated by domain experts familiar with the gas capture processes, ensuring that they are semantically rich and contextually relevant. The annotation process involved a thorough review to maintain consistency and accuracy across the dataset.