SentiCap

The SentiCap dataset contains several thousand images with captions with positive and negative sentiments. These sentimental captions are constructed by the authors by re-writing factual descriptions. In total there are 2000+ sentimental captions.

Source: SentiCap: Generating Image Descriptions with Sentiments