Colorizing Face Sketch Images for Face Photo Synthesis

It is a challenging task to convert a facial sketch into a photo image. There are numerous techniques for changing a face photograph into a sketch. But there hasn't been much research done on the conversion of face sketches into photos. Since the proposed system is ongoing research, a method for converting a face photo from a face sketch is presented in this experiment. For transforming a hand-drawn sketch into a color photo, we presented a method that uses a neural network model to convert. We intended to propose a novel generative adversarial network that performs well on transforming tasks. We applied effective loss functions by enforcing the quality of the produced photos. According to an analysis of the experimental data, the proposed method can produce accurate images from sketches, and the created photos have a big impact on how accurately people can be identified over a huge gallery set.