Data Science, Machine Learning, Deep Learning, Artificial Intelligence, Computer Vision.
introduced to enforce F(G(X)) ≈ X (and vice versa). In Cycle GAN the models includes two mappings G : X → Y and F : Y → X and two adversarial discriminators DX and DY, where DX aims to distinguish between images {x} and translated images {F(y)}; in the same way, DY aims to discriminate between {y}