تقرير
Sketch2Prototype: Rapid Conceptual Design Exploration and Prototyping with Generative AI
| العنوان: | Sketch2Prototype: Rapid Conceptual Design Exploration and Prototyping with Generative AI |
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| المؤلفون: | Edwards, Kristen M., Man, Brandon, Ahmed, Faez |
| سنة النشر: | 2024 |
| المجموعة: | Computer Science |
| مصطلحات موضوعية: | Computer Science - Human-Computer Interaction, Computer Science - Artificial Intelligence, Computer Science - Computer Vision and Pattern Recognition |
| الوصف: | Sketch2Prototype is an AI-based framework that transforms a hand-drawn sketch into a diverse set of 2D images and 3D prototypes through sketch-to-text, text-to-image, and image-to-3D stages. This framework, shown across various sketches, rapidly generates text, image, and 3D modalities for enhanced early-stage design exploration. We show that using text as an intermediate modality outperforms direct sketch-to-3D baselines for generating diverse and manufacturable 3D models. We find limitations in current image-to-3D techniques, while noting the value of the text modality for user-feedback and iterative design augmentation. Comment: 10 pages, 7 figures |
| نوع الوثيقة: | Working Paper |
| URL الوصول: | http://arxiv.org/abs/2405.12985 |
| رقم الأكسشن: | edsarx.2405.12985 |
| قاعدة البيانات: | arXiv |
| الوصف غير متاح. |