In this project, we created a large dataset consisting of 50,000 video games from 21 genres made of cover images, description text, and title text and the genre information, which is publicly available in this repo. It includes each game's title text, cover image, descriptive text, and associated genre information, all sourced from IGDB.
The textual and label information can be found here and the image data can be downloaded here.