Improving improved photorealism
Developers from Intel Labs use the convolutional neural network to improve synthesized images, increase their stability and realism.
Gta v to Cityscapes
The modifications made by our method are geometrically and semantically consistent with the original images.
The modifications are also stable over time:
Greening Scorched Grass and Hills in California in GTA:
Add reflections to the windows and increase the Fresnel effect (for example, on the roof of cars):
Translation of GTA V into Mapillary vistas
Images from this dataset are recorded around the world using a wide variety of cameras. The images are brighter and with higher resolution.
Remove the distant haze and rebuild the road:
We make the grass more voluminous and green:
- Data and code: github.com/intel-isl/PhotorealismEnhancement
- Article: Enhancing photorealism enhancement