ComfyUI_MangaNinjia

ComfyUI_MangaNinjia

MangaNinjia：线稿上色 + 精确参考跟随。

Update

• 重新封装MangaNinjia，支持最新的UI/ rewrite MangaNinjia for the latest UI
• 直接把 lineart 输入当灰度线稿处理；若输入是彩色图，请先在 ComfyUI 里接任意线稿/边缘预处理器节点（如 ControlNet Aux 的 LineArt）再送进来。/ Directly treat the lineart input as a grayscale lineart; if the input is a color image, please preprocess it with any lineart/edge node in ComfyUI (e.g. ControlNet Aux's LineArt) first.

Installation

In the ./ComfyUI/custom_nodes directory, run the following:

git clone https://github.com/smthemex/ComfyUI_MangaNinjia.git

---

Models

• sd1.5 vae address
• MangaNinjia address
• clipvison address #clip-vit-large-patch14

ComfyUI/models/
├─ vae/
│   ├─sd-vae-ft-mse.safetensors   # sd1.5 vae
├─ MangaNinjia/
│   ├─ denoising_unet.pth      # 主 UNet（MangaNinjia 微调权重）
│   ├─ reference_unet.pth      # 参考 UNet
│   ├─ controlnet.pth          # 线稿 ControlNet
│   └─ point_net.pth           # 点引导卷积塔
└─ clip_vision/
│   ├─clip-vit-large-patch14.safetensors   

Example

Citation

@article{liu2025manganinja,
  title={MangaNinja: Line Art Colorization with Precise Reference Following},
  author={Liu, Zhiheng and Cheng, Ka Leong and Chen, Xi and Xiao, Jie and Ouyang, Hao and Zhu, Kai and Liu, Yu and Shen, Yujun and Chen, Qifeng and Luo, Ping},
  journal={arXiv preprint arXiv:2501.08332}, year={2025}
}