9:00 AM - 10:40 AM
[4Pin1-16] Creators and Artificial Intelligence: Enabling Collaboration with Creative Processes and Meta-data for Four-scene Comic Story Dataset
Keywords:Computational Modeling for Creative Process, Four-scene Comic Story Dataset, Deep Learning for Comic(Manga)
Recently, researches in the field of Artificial Intelligence(AI) have become widely developed so that computational methods to analyze and build creative contents have attracted a notable following.
Especially, computational methods as deep learning, which is one of the methods of machine learning for content creation has rapidly developed; i.e. caption generation, automatic colorization, and sketch drawings.
On the other hand, creativity in humans is an intellectual activity meaning that it is really hard to simulate the whole creative process as computational methods.
In this field, the number of data for machine learning is too small because creative processes often contain precious and sensitive data.
In this research, we propose and construct a four-scene comics story dataset with creative process and meta-data toward collaboration between "Creators and Artificial Intelligence".
Especially, computational methods as deep learning, which is one of the methods of machine learning for content creation has rapidly developed; i.e. caption generation, automatic colorization, and sketch drawings.
On the other hand, creativity in humans is an intellectual activity meaning that it is really hard to simulate the whole creative process as computational methods.
In this field, the number of data for machine learning is too small because creative processes often contain precious and sensitive data.
In this research, we propose and construct a four-scene comics story dataset with creative process and meta-data toward collaboration between "Creators and Artificial Intelligence".