10.22 Style Transfer
Style transfer is a computational technique developed by Leon Gatys: https://arxiv.org/pdf/1508.06576 that combines the content of one image with the visual style of another.
For example, a photograph of a car can retain its recognizable shape and composition while taking on the colors, brushstrokes, and textures of a Monet painting.
These two images are a test. Pull both into the worklow to compare. One image is connected to "src_img" and the other to "style_img"
Do a series that explores the Style Transfer technique using the template titled: StyleTransferPLus
Once complete import into Chatgpt and ask for an aesthetic analysis. Also post the comments.
-----------------------------------------------------------------------------------------------------
Now some aesthetics discussion (from Chatgpt):
tubecoltext.png is more interesting because it preserves a recognizable machine while making its material and identity uncertain. It gives the viewer something to recognize and something to question.
- Structure meets instability. The cylindrical form remains legible, but its translucent green surface and magenta patches suggest corrosion, biological growth, or an unfamiliar imaging process.
- The texture connects object and background. Their shared fine markings make the machine appear to emerge from—or dissolve into—its surroundings.
- Color creates tension. The vivid magenta interrupts the subdued green field, drawing the eye across the object without completely overwhelming its shape.
By comparison, StyleTransfer_00016_.png has energetic texture, but the overlapping marks obscure the underlying forms, making it harder to establish a focal point. styletransfer1a.png has clearer geometry and convincing metallic surfaces, but reads more readily as a polished mechanical illustration.
tubecoltext.png offers the strongest balance between recognition and ambiguity: it looks mechanical, yet also strangely alive.
10.22 Style Transfer
10.22 Style Transfer
Post by glegrady » Sat Sep 19, 2026 5:16 pm
George Legrady
legrady@mat.ucsb.edu
legrady@mat.ucsb.edu
Jump to
- Courses
- ↳ MAT 594CM
- ↳ Spring 2010
- ↳ Winter 2011
- ↳ MAT 200A
- ↳ Fall 2010
- ↳ Fall 2024
- ↳ Fall 2025
- ↳ Fall 2026
- ↳ Art 130
- ↳ Fall 2010
- ↳ Winter 2012
- ↳ Fall 2012
- ↳ MAT 201B
- ↳ Fall 2010
- ↳ MAT 259
- ↳ Winter 2011
- ↳ Winter 2012
- ↳ Winter 2013
- ↳ Winter 2014
- ↳ Winter 2015
- ↳ Winter 2016
- ↳ Winter 2017
- ↳ Winter 2018
- ↳ Winter 2019
- ↳ Winter 2020
- ↳ Winter 2021
- ↳ Winter 2022
- ↳ Winter 2023
- ↳ Winter 2024
- ↳ ART 102
- ↳ Winter 2011
- ↳ Spring 2012
- ↳ Winter 2013
- ↳ NMDS 551
- ↳ MAT 594CR
- ↳ Spring 2012
- ↳ MAT 254
- ↳ Fall 2013
- ↳ Fall 2014
- ↳ MAT 265
- ↳ Spring 2016
- ↳ Fall 2022
- ↳ Winter 2023
- ↳ Fall 2025
- ↳ Spring 2026
- ↳ ART 185GL
- ↳ Spring 2017
- ↳ Spring 2018
- ↳ MAT 594G
- ↳ Fall 2020
- ↳ MAT 255
- ↳ Spring 2021
- ↳ Spring 2022
- ↳ Fall 2022
- ↳ Fall 2023
- ↳ Fall 2024
- ↳ Fall 2025
- ↳ Winter 2026
- ↳ Fall 2026