In this research work. we proposed a novel ChildGAN. a pair of GAN networks for generating synthetic boys and girls facial data derived from StyleGAN2. ChildGAN is built by performing smooth domain transfer using transfer learning. https://www.chiggate.com/earthbath-facial-wipes-25ct-fashion/