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...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
Nanyang Technological University
2023
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/165989 |
| _version_ | 1824456864739360768 |
|---|---|
| author | Yong, Mark Wei Jie |
| author2 | Lin Guosheng |
| author_facet | Lin Guosheng Yong, Mark Wei Jie |
| author_sort | Yong, Mark Wei Jie |
| collection | NTU |
| description | 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. |
| first_indexed | 2025-02-19T04:00:53Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/165989 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2025-02-19T04:00:53Z |
| publishDate | 2023 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1659892023-04-21T15:37:56Z Image based virtual try-on Yong, Mark Wei Jie Lin Guosheng School of Computer Science and Engineering gslin@ntu.edu.sg Engineering::Computer science and engineering 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. Bachelor of Engineering Science (Computer Science) 2023-04-18T02:42:23Z 2023-04-18T02:42:23Z 2023 Final Year Project (FYP) Yong, M. W. J. (2023). Image based virtual try-on. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/165989 https://hdl.handle.net/10356/165989 en application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering Yong, Mark Wei Jie Image based virtual try-on |
| title | Image based virtual try-on |
| title_full | Image based virtual try-on |
| title_fullStr | Image based virtual try-on |
| title_full_unstemmed | Image based virtual try-on |
| title_short | Image based virtual try-on |
| title_sort | image based virtual try on |
| topic | Engineering::Computer science and engineering |
| url | https://hdl.handle.net/10356/165989 |
| work_keys_str_mv | AT yongmarkweijie imagebasedvirtualtryon |