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610265158 / Peppa_Pig_Face_Landmark

A simple face detect and alignment method, which is easy and stable.
Apache License 2.0
530 stars 116 forks source link

Can give me some improve opinions? #12

Open XP-CHRC opened 4 years ago

XP-CHRC commented 4 years ago

Hi, i checked your keypoints model, it's great! But i found that the 37th point(index:36) with a bigger deviation, what's more, eye can not close well when the angle of yaw bigger than about 30 degree. So what can i do to reduce these problems? For me i want to use euler angle balance the half face, calculate eye area based on opencv to balance the eye close, and make a bigger weights for 37th point. Also remove the additional outputs, just for the 136 landmarks. My train is time consuming and i don't know whether my ideas is more effective or not, so can you give me some advices? Thx!

610265158 commented 4 years ago

Hi, Sorry，I can not give you some advices accurately for this question, because i really don't know. As you see, it is a small model, and the 300w dataset is poor.
The eyes region is not so well. And i get no idea now.

Sorry about that.