[3D2-OS-12b] 創作者と人工知能が創る創作の未来(2/3)

[3D2-OS-12b-05] Photograph Creation Support System to Analyze Point of Praising Photography

〇Toshinori Aoki¹, Miki Ueno¹ (1. Osaka Institute of Technology )

Keywords:Photograph Evaluation, Scenery Photograph Dataset, Photograph Creation, Creative Support, Deep Learning

Photographers carefully select main object, sub theme, location and time in order to make creative works. They tend to consider their difficulties and experiments to evaluate their photos. Thus, they sometimes miss subjective perspective despite the importantance to improve photographic technique.
Nowadays, it is easy to obtain "like" evaluation from the others in Social Media.
However, they provide evaluation with only a part of works on the web.
From the reason, it dose not always relates to give suggestion for improving techniques.
In this research, we have constructed the original dataset considering suitability of target object, relationships between target objects, composition, and Japanese sense of the season. In addition, we have built the system with machine learning to estimate evaluate points from the others for photographers.