International Journal Of Creative and Innovative Research In All Studies
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ManuScript Details
Paper Id: IJCIRAS1613
Title: NEW ART WORKS GENERATION USING DEEP LEARNING
Published in: International Journal Of Creative and Innovative Research In All Studies
Publisher: IJCIRAS
ISSN: 2581-5334
Volume / Issue: Volume 3 Issue 1
Pages: 6
Published On: 6/18/2020 9:44:10 PM      (MM/dd/yyyy)
Main Author Details
Name: Zin Mar Htun
Institute: Technological University (Taunggyi)
Co - Author Details
Author Name Author Institute
Zar Ni ZIn Technological University (Taunggyi)
Abstract
Research Area: Artificial Intelligence
KeyWord: CAN, GAN and NSTL
Abstract: In this paper, the author propose a system that can create creative “art” works by combining Creative Adversarial Network (CAN) which is built over Generative Adversarial Network (GAN) and Neural Style Transfer Learning (NSTL). It uses image from CAN, up-sampled it with super-resolution algorithm and feed it into NSTL to generate new creative “art” work. The proposed system introduces a new perspective about creating “art” with Artificial Intelligence. It uses machine’s ability to explore infinite creative space and combines it with human understands of shapes and forms about surrounding objects to create new kinds of “art” works that have never been seen before. The proposed system may also have other uses such as it can paint images provided by humans in new “art” styles which then can be used in many artistic affairs. A survey has been conducted on human subjects to compare the “art” work generated by the proposed system with “art” work generated by standalone CAN. The results show that human’s rate higher on proposed system’s “art” works than those generated by CAN.
Citations
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IEEE
Zin Mar Htun, Zar Ni ZIn , "NEW ART WORKS GENERATION USING DEEP LEARNING", International Journal Of Creative and Innovative Research In All Studies, vol. 3, no. 1, pp. 46-51, 2020.
MLA Zin Mar Htun, Zar Ni ZIn "NEW ART WORKS GENERATION USING DEEP LEARNING." International Journal Of Creative and Innovative Research In All Studies, vol 3, no. 1, 2020, pp. 46-51.
APA Zin Mar Htun, Zar Ni ZIn (2020). NEW ART WORKS GENERATION USING DEEP LEARNING. International Journal Of Creative and Innovative Research In All Studies, 3(1), 46-51.
NEW ART WORKS GENERATION USING DEEP LEARNING
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