Tensor-to-Image: Image-to-Image Translation with Vision Transformers

Deep convolutional neural networks have been the state of the art for most of the vision tasks. Image classification, image segmentation, object detection are some of the major applications of convolutional networks. Recently, image-to-image translation became the focus of attention since it has a wide range of applications like photo enhancement, object transfiguration, and semantic segmentation. Image-toimage translation can be applied where an image can be mapped into another one. The success of the Convolutional networks on the majority of vision tasks made them the go-to choice for image-to-image translation too.