AI Scores And Explains Photo Quality Like Human Expert
Computers struggle to score photo quality like humans. New research proposes a scoring system balancing technical & perceptual factors, achieving strong results with large multimodal models.
This is a Plain English Papers summary of a research paper called AI System Learns to Score and Explain Photo Quality Like a Human Expert. If you like these kinds of analysis, you should join AImodels.fyi or follow us on Twitter. Overview Research on teaching Large Multimodal Models (LMMs) to score and interpret image quality Introduces VIQAL dataset with 50K image-text pairs for training Proposes a new scoring system balancing technical and perceptual factors Develops a framework for both numerical quality scores and interpretations Achieves strong results compared to specialized im...