AutoPhoto: Aesthetic Photo Capture using Reinforcement Learning
Hadi AlZayer,Hubert Lin,Kavita Bala,Hadi AlZayer,Hubert Lin,Kavita Bala
The process of capturing a well-composed photo is difficult and it takes years of experience to master. We propose a novel pipeline for an autonomous agent to automatically capture an aesthetic photograph by navigating within a local region in a scene. Instead of classical optimization over heuristics such as the rule-of-thirds, we adopt a data-driven aesthetics estimator to assess photo quality. ...
