Artificial Intelligence-Based Virtual Dressing Room in the Modern Fashion Industry

会议论文
发表日期：

2024年

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R. Raja Subramanian,
Manchala Yaswanth,
V. Gautham Sankar,
Bala Venkata Rajkumar,
Kadiveti Uday Pavan,
R. Raja Sudharsan,
S. Hariharasitaraman

摘要

Virtual dressing room is a modern AI research topic in the fashion industry where a system enables users to try on different shirts and pants using a live video feed from their webcam. The program uses OpenCV for image processing and Flask for creating a web application. The AI-based virtual dressing room system works by detecting the user’s using Open Pose and U2 Net and then overlaying the selected shirt using ALIAS Generator and ResNet-101 user’s image, maintaining the aspect ratio of the original images. The system then scales the images and renders the output on the user’s screen in real-time. The user can select different shirts and pants using the web application’s interface. The program requires a webcam to be installed on the user’s computer.