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andreytlt13 / FaceAnalytics

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Face Detection algorithm optimization #44

Closed ederev closed 5 years ago

ederev commented 5 years ago

To improve performance we need to optimize face detection in case if we detected and didn't recognize face

ederev commented 5 years ago

Changed face detection method from resnet_300x300_ssd to haars cascade detection in order to improve performance in face processing. Tried: dlib.get_frontal_face_detector, FaceDetector from faced lib, hog detection from face_recognition lib, caffe model resnet 300x300 ssd, haars cascade for face.