APPLYING POSE-GUIDED DEEP LEARNING FOR REAL-TIME VIRTUAL TRY-ON

This project presents a real-time virtual try-on system that applies pose-guided deep learning techniques to accurately fit and visualize clothing on a user’s 3D body model. Leveraging OpenCV for webcam capture, MediaPipe for real-time pose estimation, TensorFlow for size prediction, and Unity3D for interactive 3D visualization, the system enables users to virtually try on clothes with realistic fitting and 360° viewing capabilities. This seamless integration of cutting-edge computer vision and deep learning technologies enhances online shopping experiences by delivering personalized and engaging virtual try-ons.

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Publication Details

Journal
International Journal For Multidisciplinary Research
Published
2025-06-17
DOI
https://doi.org/10.36948/ijfmr.2025.v07i03.48017
Primary Topic
3D Shape Modeling and Analysis
Type
article
Field-Weighted Citation Impact
0.00
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article

APPLYING POSE-GUIDED DEEP LEARNING FOR REAL-TIME VIRTUAL TRY-ON

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International Journal For Multidisciplinary Research
3D Shape Modeling and Analysis
article

APPLYING POSE-GUIDED DEEP LEARNING FOR REAL-TIME VIRTUAL TRY-ON

J. Chandrika, K. Ameenal Bibi, K A Moulya, Hafiz Muhammad Tayyab Khushi, K Khushi
article en

Abstract

This project presents a real-time virtual try-on system that applies pose-guided deep learning techniques to accurately fit and visualize clothing on a user’s 3D body model. Leveraging OpenCV for webcam capture, MediaPipe for real-time pose estimation, TensorFlow for size prediction, and Unity3D for interactive 3D visualization, the system enables users to virtually try on clothes with realistic fitting and 360° viewing capabilities. This seamless integration of cutting-edge computer vision and deep learning technologies enhances online shopping experiences by delivering personalized and engaging virtual try-ons.

International Journal For Multidisciplinary ResearchVol. 7(3)
Shri Dharmasthala Manjunatheswara College of Ayurveda and Hospital (IN)
Openalex Percentile: Top 85%
3D Shape Modeling and Analysis
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