Paint-your-mind II: stylistic image creation by concept
The rise of digitalisation in every sector brought on by the Fourth Industrial Revolution has prompted development in the sector of Art in Artificial Intelligence. Much research and progress has been made in the computer vision and image processing field. There is much attention in authentic image s...
| Main Author: | |
|---|---|
| Other Authors: | |
| Format: | Final Year Project (FYP) |
| Language: | English |
| Published: |
Nanyang Technological University
2022
|
| Subjects: | |
| Online Access: | https://hdl.handle.net/10356/156498 |
| _version_ | 1824453547078451200 |
|---|---|
| author | Anbu Agana N Annadurai |
| author2 | Cham Tat Jen |
| author_facet | Cham Tat Jen Anbu Agana N Annadurai |
| author_sort | Anbu Agana N Annadurai |
| collection | NTU |
| description | The rise of digitalisation in every sector brought on by the Fourth Industrial Revolution has prompted development in the sector of Art in Artificial Intelligence. Much research and progress has been made in the computer vision and image processing field. There is much attention in authentic image synthesis and style transfer using neural networks in recent years. These works have transformed the way art is being created and consumed by the masses.
This project explores existing networks and solutions in the field of art (visual art) synthesis. While much research has been made to generate authentic art, few applications are made available to end-users. As such, this project aims to enhance existing applications and provide a meaningful platform which maximises the developments in artificially intelligent art.
Hence, this project utilises two methods optimised from current state-of-the-art image translation methods to develop an application that is accessible and simple to use by the masses. The implementation consists of careful research about the image translation networks available and integrating relevant networks to a usable interface. Overall, this project will simplify the process of art creation without impeding on the value of art. |
| first_indexed | 2025-02-19T03:08:09Z |
| format | Final Year Project (FYP) |
| id | ntu-10356/156498 |
| institution | Nanyang Technological University |
| language | English |
| last_indexed | 2025-02-19T03:08:09Z |
| publishDate | 2022 |
| publisher | Nanyang Technological University |
| record_format | dspace |
| spelling | ntu-10356/1564982022-04-18T00:11:40Z Paint-your-mind II: stylistic image creation by concept Anbu Agana N Annadurai Cham Tat Jen School of Computer Science and Engineering ASTJCham@ntu.edu.sg Engineering::Computer science and engineering The rise of digitalisation in every sector brought on by the Fourth Industrial Revolution has prompted development in the sector of Art in Artificial Intelligence. Much research and progress has been made in the computer vision and image processing field. There is much attention in authentic image synthesis and style transfer using neural networks in recent years. These works have transformed the way art is being created and consumed by the masses. This project explores existing networks and solutions in the field of art (visual art) synthesis. While much research has been made to generate authentic art, few applications are made available to end-users. As such, this project aims to enhance existing applications and provide a meaningful platform which maximises the developments in artificially intelligent art. Hence, this project utilises two methods optimised from current state-of-the-art image translation methods to develop an application that is accessible and simple to use by the masses. The implementation consists of careful research about the image translation networks available and integrating relevant networks to a usable interface. Overall, this project will simplify the process of art creation without impeding on the value of art. Bachelor of Engineering (Computer Science) 2022-04-18T00:11:40Z 2022-04-18T00:11:40Z 2022 Final Year Project (FYP) Anbu Agana N Annadurai (2022). Paint-your-mind II: stylistic image creation by concept. Final Year Project (FYP), Nanyang Technological University, Singapore. https://hdl.handle.net/10356/156498 https://hdl.handle.net/10356/156498 en SCSE21-0447 application/pdf Nanyang Technological University |
| spellingShingle | Engineering::Computer science and engineering Anbu Agana N Annadurai Paint-your-mind II: stylistic image creation by concept |
| title | Paint-your-mind II: stylistic image creation by concept |
| title_full | Paint-your-mind II: stylistic image creation by concept |
| title_fullStr | Paint-your-mind II: stylistic image creation by concept |
| title_full_unstemmed | Paint-your-mind II: stylistic image creation by concept |
| title_short | Paint-your-mind II: stylistic image creation by concept |
| title_sort | paint your mind ii stylistic image creation by concept |
| topic | Engineering::Computer science and engineering |
| url | https://hdl.handle.net/10356/156498 |
| work_keys_str_mv | AT anbuagananannadurai paintyourmindiistylisticimagecreationbyconcept |