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2026-02-24 09:47:45
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Scribbling Interfaces @aw Scribbling Interfaces Exploring how machine learning could enhance design tools and workflows An early prototype of the machine learning-powered plugin. Button, Text and Image placeholders are linked to Figma components and translated into higher fidelities. About Inspired by Airbnb's Sketching Interfaces and with a personal interest in design tools, I seized Umeå Institute of Design's 2-week Machine Learning course to explore how machine learning could enhance design tools and workflows. The resultis a Figma plugin prototype that turns hand-drawn low-fidelity wireframes into higher-fidelity mockups . Instead of generating arbitrary and opinionated visual elements , the plugin links the output to an existing design system (Figma components), allowing for quick iterations with a coherent design language. For the prototype, I've trained a object-recognition model using YOLOv5 and implemented it using TensorflowJS . The plugin is curre...
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