Two Minute Papers - Creating Photographs Using Deep Learning
Károly Zsolnai-Fehér
Published on Oct 3, 2015
Machine learning techniques such as deep learning artificial neural networks had proven to be extremely useful for a variety of tasks that were previously deemed very difficult, or even impossible to solve. In this work, a deep learning technique is used to learn how different light source positions affect a scene and create ("guess") new photographs with unknown light source positions. The results are absolutely stunning. The promised links for artificial neural networks follow below.
https://www.youtube.com/watch?v=HOLoPgTzV6g&feature=youtu.be
Károly Zsolnai-Fehér
Published on Oct 3, 2015
Machine learning techniques such as deep learning artificial neural networks had proven to be extremely useful for a variety of tasks that were previously deemed very difficult, or even impossible to solve. In this work, a deep learning technique is used to learn how different light source positions affect a scene and create ("guess") new photographs with unknown light source positions. The results are absolutely stunning. The promised links for artificial neural networks follow below.
https://www.youtube.com/watch?v=HOLoPgTzV6g&feature=youtu.be
