MangaNinja: Line Art Colorization with Precise Reference Following

Figure 1 . Line art colorization results. We propose MangaNinja, a reference-based line art colorization method. MangaNinja automatically aligns the reference with the line art for colorization, demonstrating remarkable consistency. Additionally, users can achieve more complex tasks using point control. We hope that MangaNinja can accelerate the colorization process in the anime industry.