Nickson prabhu G

Multimodal ML Models for Detecting Anti-Patterns in UI/UX Designs

UI/UX design quality plays a critical role in user satisfaction, accessibility, and product success. However, detecting design anti-patterns such as inconsistent visual hierarchy, poor affordance, or misleading navigation remains largely manual, subjective, and error-prone. This paper proposes a multimodal machine lear...