Image based virtual try-on
Virtual try-ons have become an essential tool for online shopping, for providing customers with the option to try on clothing and other accessories in a virtual environment without needing to go down to the physical store. VITON-HD is a state-of-the-art virtual try-on system that uses high defin...
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| Format: | Final Year Project |
| Language: | English |
| Published: |
Nanyang Technological University
2023
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| Online Access: | https://hdl.handle.net/10356/165989 |
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| Institution: | Nanyang Technological University |
| Language: | English |
| Summary: | Virtual try-ons have become an essential tool for online shopping, for providing customers with
the option to try on clothing and other accessories in a virtual environment without needing to go
down to the physical store. VITON-HD is a state-of-the-art virtual try-on system that uses high definition images and advanced deep learning algorithms to provide an accurate and realistic
virtual try-on experience.
This paper aims to dive into the methods of VITON-HD in virtual try-ons. VITON-HD can help
address the challenges of virtual try-ons, such as inaccurate visual representations of clothing as
well as incorrect fitting of clothing. This paper will review existing virtual try-on models,
specifically VITON-HD about its preprocessing methods, experiments ran with VITON-HD as
well as strengths and weakness of the models.
Overall, this paper highlights the potential of VITON-HD in enhancing virtual try-ons and
improving the online shopping experience for customers. |
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