Technology enables virtual try-on and shopping experience.

Personalized fitting solutions powered by advanced AI technology.

A person is wearing a pair of advanced augmented reality glasses with the label 'SVG by DTU' on the side, indicating a technological product. The glasses have a sleek, modern design and cover the eyes of the individual. The person has dark hair and is seen in a close-up view, focusing primarily on the device.
A person is wearing a pair of advanced augmented reality glasses with the label 'SVG by DTU' on the side, indicating a technological product. The glasses have a sleek, modern design and cover the eyes of the individual. The person has dark hair and is seen in a close-up view, focusing primarily on the device.
A person with short dark hair is engaging with virtual reality technology, wearing a VR headset and holding controllers. The individual is dressed casually in a turquoise long-sleeve shirt with a peace symbol, blue jeans, and stylish sneakers with purple and yellow accents. The background is plain white, emphasizing the focus on the person.
A person with short dark hair is engaging with virtual reality technology, wearing a VR headset and holding controllers. The individual is dressed casually in a turquoise long-sleeve shirt with a peace symbol, blue jeans, and stylish sneakers with purple and yellow accents. The background is plain white, emphasizing the focus on the person.

Data Collection

Gather a comprehensive dataset of user body measurements, clothing specifications, and user feedback on virtual try-on experiences from e-commerce platforms and fashion retailers.

Model Fine-Tuning

Fine-tune GPT-4 on the virtual try-on dataset to optimize its ability to analyze body data, simulate clothing fit, and generate realistic virtual fitting scenarios.

A mannequin with realistic facial features is dressed in a turquoise dress with a decorative collar. The image has reflections from the display window, blending indoor and outdoor scenes.
A mannequin with realistic facial features is dressed in a turquoise dress with a decorative collar. The image has reflections from the display window, blending indoor and outdoor scenes.
A pair of sleek, modern augmented reality glasses with large round lenses and multiple small cameras on the frame, placed on a wooden table. The design is minimalistic and high-tech, with a focus on functionality and innovation.
A pair of sleek, modern augmented reality glasses with large round lenses and multiple small cameras on the frame, placed on a wooden table. The design is minimalistic and high-tech, with a focus on functionality and innovation.

Performance Evaluation

Use metrics such as user satisfaction, conversion rates, and return rates to assess the system’s effectiveness.

Field Testing

Deploy the system in real-world e-commerce platforms to validate its performance and gather user feedback for further improvements.

Expected Outcomes

This research aims to demonstrate that fine-tuning GPT-4 can significantly enhance the accuracy and realism of virtual try-on experiences. The outcomes will contribute to a deeper understanding of how advanced AI models can be adapted for virtual fitting applications. Additionally, the study will highlight the societal impact of AI in improving online shopping experiences, reducing return rates, and advancing the field of personalized fashion retail.

Fit

Personalized virtual try-on for optimal clothing fit.

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