Co-Creative Drawing Agent with Object Recognition


  • Nicholas Davis Georgia Institute of Technology
  • Chih-Pin Hsiao Georgia Institute of Technology
  • Kunwar Yashraj Singh Georgia Institute of Technology
  • Brian Magerko Georgia Institute of Technology



computational crerativity, collaboration, creativity support


This paper describes an updated version of a co-creative drawing system called the Drawing Apprentice. The system collaborates with users by analyzing their drawn input and responding in a real time dialogical and improvisational interaction. The current system includes an object recognition module that employs deep learning to classify sketched objects. The system architecture and implementation are described along with its evaluation during a public demonstration during which artists, non-artists, and designers provided feedback about the experience interacting with the system.




How to Cite

Davis, N., Hsiao, C.-P., Singh, K. Y., & Magerko, B. (2021). Co-Creative Drawing Agent with Object Recognition. Proceedings of the AAAI Conference on Artificial Intelligence and Interactive Digital Entertainment, 12(1), 9-15.