Add face_mask detector models #5
Merged
Add this suggestion to a batch that can be applied as a single commit.
This suggestion is invalid because no changes were made to the code.
Suggestions cannot be applied while the pull request is closed.
Suggestions cannot be applied while viewing a subset of changes.
Only one suggestion per line can be applied in a batch.
Add this suggestion to a batch that can be applied as a single commit.
Applying suggestions on deleted lines is not supported.
You must change the existing code in this line in order to create a valid suggestion.
Outdated suggestions cannot be applied.
This suggestion has been applied or marked resolved.
Suggestions cannot be applied from pending reviews.
Suggestions cannot be applied on multi-line comments.
Suggestions cannot be applied while the pull request is queued to merge.
Suggestion cannot be applied right now. Please check back later.
#47
Detector models are trained for face/mask detection task.
For detecting face and face-mask we need a frozen graph trained on a customized dataset of face and face-mask, extracted from WIDER face dataset.
The validation set contains 2818 images (Faces = 2020, face_mask = 798)
X86 model mAP on validation set = %76.74
edgetpu quantized model mAP on validation set = % 68