By a News Reporter-Staff News Editor at Robotics & Machine Learning Daily News Daily News – Data detailed on artificial intelligen ce have been presented. According to news originating from Zhejiang, People’s Re public of China, by NewsRx editors, the research stated, “With the increasing de mand for personalized fashion, the conventional approach to clothing design stru ggles to keep up with market expectations.” Our news correspondents obtained a quote from the research from Wenzhou Universi ty: “This study explores how artificial intelligence can enhance clothing design , resulting in the creation of a digital customization process that is in step w ith the evolving trajectory of innovative fashion design. This study integrates the Deeplabv3+ model with a cross-cutting attention mechanism to develop a novel image segmentation network tailored for clothing design, aiming to expand the d iversity of design forms. Additionally, the WGAN-GP model is introduced for adap tive optimization of clothing color design, ensuring that the designs align with user preferences. To verify the efficacy of these AI technologies in apparel de sign, separate simulation verifications for design segmentation and color optimi zation were conducted. The results show that the Deeplabv3+ network achieved a 6 .97% improvement in Mean Intersection over Union (MioU) on the val idation dataset, outperforming the OCRNet average by 2.28 percentage points.”
Key words
Wenzhou University/Zhejiang/People’s R epublic of China/Asia/Artificial Intelligence/Emerging Technologies/Machine Learning
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