Re:Inverting facial recognition models
by citnaj on Wednesday January 23, 2019 @03:38PM
(#18982632)
Very cool project. And 11th grade!?! Wow....I definitely wasn't doing anything like this at that age.
Something that came to mind as a potential way to get clearer and more realistic results is to add GAN loss. You can reference this as an example (shows pretraining on L2/mse and after with GAN):
Re:Inverting facial recognition models
by whatrocks on Wednesday January 23, 2019 @04:01PM
(#18982912)
Me either in 11th grade. I was definitely just playing Ocarina of Time for the millionth time, looking at sketchy forums that claimed you could find the Triforce somehow.
Something that came to mind as a potential way to get clearer and more realistic results is to add GAN loss. You can reference this as an example (shows pretraining on L2/mse and after with GAN):
https://github.com/fastai/course-v3/blob/master/nbs/dl1/less...
I'm not 100% sure if it'd work but it seems like a potentially cool followup project.