Use Bert with the residual block to optimize the foreground coloring part of Language-based Colorization of Scene Sketches. (http://sweb.cityu.edu.hk/hongbofu/doc/language-based_sketch_colorization_SA19.pdf)
The network architecture is shown in architecture.pdf and the results are shown in the result.pdf.