Cycle-GAN: Unpaired Image-to-Image Translation
Mohan Nikam
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Tensorflow Implementation of the paper: Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks ...learn more
Groups
Student Developers for AI,
Artificial Intelligence India,
DeepLearning
Overview / Usage
Created Tensorflow implementation of the paper: "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks" by Zhu et al. (Mar 2017) arXiv:1703.10593 [cs.CV], along with Graphical visualizations on Tensorboard.
Trained the Neural networks for this on Cloud, AWS EC2 GPU Instance.
Given any two unordered image collections, the system learns to automatically “translate” an image
from one into the other and vice versa
For example, Transitively converting a Monet painting into a photograph, converting the image of a horse into a zebra or translating a summer photo into a snowy winter one.