Auto-Icon: An Automated Code Generation Tool for Icon Designs Assisting In UI Development
summary
Auto-Icon converts icon images into icon fonts plus readable labels using a font trace algorithm, a MobileNet classifier for 40–100 curated icon classes, and HSV color detection. Evaluation reports 87% accuracy on class prediction, integration with Alibaba ImgCook on 6,000 icons from 2,000 users yields 84% of generated code used without edits, and a controlled study and benchmarks show about 65.2% time saved in icon implementation.
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