detectron2 on anime images

[frozen-mind]

have anyone ever tried to use detectron2 on anime images for instance segmentation?
i tried to train the model on custom dataset, and the result is some how weird...
for a same image, the segmentation result is unstable, like this:


is it because of lack of training data? or lack of training iterations?

[TomLucidor]

Use a dedicated model for anime please, as Facebook mainly targets real life task. For example:

• https://github.com/SkyTNT/anime-segmentation
• https://github.com/zymk9/Yet-Another-Anime-Segmenter
• https://github.com/CartoonSegmentation/CartoonSegmentation