Bringing Impressionism to Life with Neural Style Transfer in Come Swim
2017/01/18 by Bhautik Joshi, Kristen Stewart, Joshi, Bhautik +4 · 8 voices
Computer Science · Neuroscience · #Generative Adversarial Networks and Image Synthesis #Aesthetic Perception and Analysis #Computer Graphics and Visualization Techniques
paper · pdf · doi:10.48550/arxiv.1701.04928
Abstract
Neural Style Transfer is a striking, recently-developed technique that uses neural networks to artistically redraw an image in the style of a source style image. This paper explores the use of this technique in a production setting, applying Neural Style Transfer to redraw key scenes in 'Come Swim' in the style of the impressionistic painting that inspired the film. We document how the technique can be driven within the framework of an iterative creative process to achieve a desired look, and propose a mapping of the broad parameter space to a key set of creative controls. We hope that this mapping can provide insights into priorities for future research.
Citations
Discussions
- Kristen Stewart: Bringing Impressionism to Life with Neural Style Transfer [hn, 24 points, 2 comments]
- Bringing Impressionism to Life with Neural Style Transfer in Come Swim [hn, 8 points, 1 comments]
- Bringing Impressionism to Life with Neural Style Transfer in Come Swim [hn, 4 points, 0 comments]
- 6. Kristin Stewart
When she's not known for the Twilight Saga, Stewart is an independent filmmaker, and co-wrote an ArXiv paper on the Neural Transfer techniques she used while filming her short Come [bsky, 3 points, 1 comments]
- I’m suddenly reminded of the time Kristen Stewart (actor in Twilight) co-authored an AI paper on arXiv arxiv.org/abs/1701.04928 [bsky, 2 points, 1 comments]
- Bringing Impressionism to Life with Neural Style Transfer in Come Swim [hn, 1 points, 1 comments]
- Bringing Impressionism to Life with Neural Style Transfer in Come Swim [hn, 1 points, 0 comments]
- Computer Vision and Pattern Recognition :
Bringing Impressionism to Life with Neural Style Transfer in "Come Swim"
#AI
arxiv.org/abs/1701.04928 [bsky, 0 points, 0 comments]
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