Yes, you can do that, all you gotta do is call all the components of the model that were saved in the last checkpoint (the files in the model folder) and run a training session with new images to feed the network. The only problem is that I don't know yet how to do that with caffe models, gonna have to study that.
Giving colors to the third reich
Does it work like deepfakes? Used to have that pumping for a while.
Close to it, this model uses a simple Encoder -> Decoder architecture, which honestly doesn't give too good results, however it is more faster and less expensive than what deepfakes use.
Deepfakes use GANs (Generative Adversarial Networks) to create their output, in short, it consist of one network creating fake data and another network inspecting said data and determining if it's real or fake, you basically have a network training hard to jew the other one to output a fake image that looks legit to us. This the kind of network I'd recommend for the colorization problem, it would give better results but as you've might imagined it requires a ton of GPU power and millions of samples.
This is really cool OP, thanks for sharing. It seems blurry spots and skies don't always turn out well but overall it is very impressive technology. Posting some of the better ones.
Thank you too, those are nice results. The model also has trouble whenever there are too many faces together. But it somehow recognizes trees and leaves quite easily.
Alright these will be the last ones from me, I gotta go, whoever wants to give it a try just toy around with the files I shared and post your best results.
Happy 4/20
Hitler was a homosexual.
4/20 is for getting stone as fuck, not worshipping some dead gay Nazis.
using script:
@echo off
set /P id=Enter image name:
@echo off
python bw2color_image.py
-prototxt model/colorization_deploy_v2.prototxt
-model model/colorization_release_v2.caffemodel
-points model/pts_in_hull.npy
-image images/%id%
pause null
to launch it, getting
the following arguments are required: -c/–points
error, any help?
oh look boys, i found another kike.
Heydrich! Get der flammenwerfer! Deiser moment
burn untermensch
Try with this format
python bw2color_image.py \
–prototxt model/colorization_deploy_v2.prototxt \
–model model/colorization_release_v2.caffemodel \
–points model/pts_in_hull.npy \
–image images/%id%