Freaks City

CycleGAN Architecture Overview CycleGAN enables unpaired image-to-image translation using cycle-consistent adversarial networks. This approach learns mappings between domains without requiring paired training examples, making it suitable for style transfer applications like converting apples to oranges. Dataset Preparation The dataset consists ...

Model Architecture CycleGAN (Cyclic Generative Adverasrial Network) implements cyclic-consistent adversarial networks from the paper "Unpaired Image-to-Image Translation using Cycle-Consistent Adversarial Networks". This approach enables learning image transformation between source domain X and target domain Y without requiring paired ...