Using Neural Networks To Give Myself Singularity Phantom Without Actually Having It Equipped

Posted by Steve

Sunday, January 3, 2021 1:28 AM

Using Neural Networks To Give Myself Singularity Phantom Without Actually Having It Equipped

Currently working on a project that lets me apply any skin to any gun given video.

Here's it on the singularity phantom

Pretty happy with the results so wanted to share it. This is just a small clip but I'm working on an overedited half-comedic half-project type video as well, which I want to finish with many more skins (currently just have singularity and prime working) and an app that anyone can download and use on their own clips.
Additionally, if anyone finds this interesting and has a skin, I would really appreciate some help in getting more data to train this on new skins (takes about 5 min), since I don't actually have any lol. I do take recommendations so if anyone wants to see something in the final version I'll be sure to look into it.

Some more info for anyone curious:
I'm doing this with the CycleGAN model and it's really similar to the style transfer stuff you see with filters and things like night to day or summer to winter, etc. Just the style transfer is between a vanilla gun and the gun with some skin. It doesn't work for reloads and animations (that would be REALLY hard) but I'd say it passes pretty well despite some discoloration near the edges of the corner it works with.

References

  • https://www.reddit.com/r/VALORANT/comments/kolrcb/using_neural_networks_to_give_myself_singularity/
  • https://reddit.com/kolrcb

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