References:
►Read the full article: https://www.louisbouchard.ai/the-future-of-video-game
►Richter, Abu AlHaija, Koltun, (2021), “Enhancing Photorealism Enhancement”, https://intel-isl.github.io/PhotorealismEnhancement/
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Chapters:
0:00 Hey! Tap the Thumbs Up button and Subscribe. You’ll learn a lot of cool stuff, I promise.
1:05 Is this the future of video games? Answer below!
1:20 Image-to-Image Translation
1:45 Video Game-to-Real WorldTranslation
2:18 Paper explanation
5:04 Conclusion & Question for you
#deeplearning #artificialintelligence #computervision
Source
References:
►Read the full article: https://www.louisbouchard.ai/the-future-of-video-game
►Richter, Abu AlHaija, Koltun, (2021), "Enhancing Photorealism Enhancement", https://intel-isl.github.io/PhotorealismEnhancement/
Do you think this is the future of video games? Please share your thoughts here!
It looks more realistic, but also kinda worse. Like if the game was filmed with a dash-cam. I think a technique similar to this that makes the video look not only incredibly realistic but also very beautiful will be the future.
Potentially… how much detail does the encoder need to tell it's the road… or a wall. Low poly, crude textures -> outputs a near-photorealistic image. yes sir. Could it switch the model on the fly… you were in the city, now you're in the desert.
Better graphics less resources why not ? Maybe of the cost and integration with packaged games Or increasing overall development timeline.
If its not hard on the graphics pipeline then sure, but i do think other factors need to be taken into consideration as well for photo realistic games, characters, plants, animations, physics, particles.
I mean go all the way..
But having A.I flavored filtering done this well could definitely impact the visual aspect in games where its suited, and this proves yet again how A.I learning is creeping into video games that literally nobody sees coming.
I wouldn't say this is The future of graphics, but it is most certainly a part of the future for visual enhancements.
Gaming has a long way to go despite the exceeding strives it has made over the years.
the quality is so bad though
I think this is a great beginning, but I would like to see more game design AI for indies, since indies don't have the money to afford a team of people.
I'd like more 3d mesh creation from images, animation from video, AI that can play and debug the game inplace of game testers.
Some of those things exist now, but I want it more fully fleshed out and designed towards game devs.
Well we can not predict the future but this could be the beginning. Just imagine photorealism enhancement with AR/VR🤩😋
You didn't mention if it runs in real time or not. I'm assuming not.
Where this will really shine is in the retro game community. Old skool games can effectively be reskinned quickly and efficiently to give old gameplay mechanics a modern photorealistic look. Should be interesting.
The game's mood is sadder after the graphic enhancement 🙁 is that because of reality? 🤔
If this is really a breakthrough paper in video game graphics, why do these researchers publish it on Arxiv, which does not require any peer-review process? Isn't it better for these researchers to publish this work in a highly reputable journal?
Yes it is ,definitely
Question is does this replace the need for ray tracing to have photorelaistic graphics?!