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AI for Good Innovate for Impact
3 Use Case Requirements
REQ-001: It is critical that AI-driven virtual try-on tools enable realistic trustworthy visualization of
garments across diverse body types and poses, supporting seamless integration of traditional 4.5: Manufacturing
and modern design elements.
REQ-002: It is critical that generative AI systems significantly accelerate the design process
by enabling image generation from sketches, text prompts, or references, while preserving
cultural and textile authenticity.
REQ-003: It is critical that sustainability objectives are embedded in the system through AI-
powered demand forecasting and waste reduction mechanisms that align production with
consumer trends and regional preferences.
4 Sequence Diagram
5 References
[1] “IndoFashion: Apparel Classification for Indian Ethnic Clothes,” [Online]. Available:
https:// indofashion .github .io/ (accessed: Jun. 15, 2025).
[2] Looklet, “demo / looklet dressing room,” [Online]. Available: https:// dressing -room
.looklet .com/ (accessed: Jun. 15, 2025).
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