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deepinsight / insightface

State-of-the-art 2D and 3D Face Analysis Project
https://insightface.ai
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detect face occlusion #2323

Open scrimpys opened 1 year ago

scrimpys commented 1 year ago

I am using the python SDK. FaceAnalysis returns many variables but I don't know how to determine if a face is occluded. Many images come back with a high det_score and valid looking numbers for the other parameters such bbox, pose, eye, nose and mount locations etc, but the face is clearly occluded. Is there some method to detect if the face is occluded. These 3 examples all had a det_score above .75

ci_1685678437 6778738 ci_1685678436 081804 ci_1685678433 2815647

nttstar commented 1 year ago

You need to use an additional quality or occlusion detection model.

scrimpys commented 1 year ago

can you recommend a model ?