hukenovs / easyportrait

EasyPortrait - Face Parsing and Portrait Segmentation Dataset
https://arxiv.org/abs/2304.13509
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Why there are strange mask parts in the annotation? #12

Open jeremmoore opened 1 year ago

jeremmoore commented 1 year ago

0c0931d1-2440-41f1-b9a8-637366726106 For example, the person part is annotated with white color, but there are parts annotated person part between the face and eyebrow, and also between the face and lip. This may confuse the model

karinakvanchiani commented 11 months ago

Hello!

We excluded face pixels from the "person" class to store the whole mask in single-channel form. To obtain a continuity mask for the "person" class, you need to set all pixels not related to the background to 1. In the paper, we trained models for face parsing and portrait segmentation tasks separately, so as not to confuse the model.