核心概念
iCONTRA enables effortless generation of thematic collections through interactive concept transfer, reducing designers' efforts and enhancing creative exploration.
摘要
1. Introduction
- Designers face challenges in maintaining thematic consistency.
- AI-powered tools offer help but may fail to generate cohesive sets.
2. Proposed Solution: iCONTRA
- iCONTRA assists both experienced designers and novices.
- Zero-shot image editing algorithm eliminates the need for fine-tuning models.
3. Data Extraction and Image Generation
- iCONTRA preserves original object information while generating new objects.
- Pilot study shows positive feedback on reducing designers' effort.
4. Related Work
- Text-to-image generation techniques like GLIDE and DALL·E 2 have advanced significantly.
5. User Interface
- iCONTRA offers a user-friendly platform for creative design exploration.
6. Zero-Shot Image Editing Algorithm
- The algorithm allows spatially edited image synthesis without training models.
7. Pilot Study
- Participants found satisfaction with iCONTRA's output compared to BingAI.
8. Limitations and Future Work
- Challenges include editing specific regions of objects and understanding complex prompts.
統計資料
iCONTRAはデザイナーの努力を軽減し、創造的な探求を促進するために、テーマ別コレクションの容易な生成を可能にします。