MUSIQ: Assessing Image Aesthetic and Technical Quality with Multi-scale Transformers

1 · Google AI Research · Oct. 20, 2022, 6:33 p.m.
Posted by Junjie Ke, Senior Software Engineer, and Feng Yang, Senior Staff Software Engineer, Google ResearchUnderstanding the aesthetic and technical quality of images is important for providing a better user visual experience. Image quality assessment (IQA) uses models to build a bridge between an image and a user's subjective perception of its quality. In the deep learning era, many IQA approaches, such as NIMA, have achieved success by leveraging the power of convolutional neural networks (C...