Firdauz Fanani

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http://dataaspirant.com/2015/04/11/five-most-popular-similarity-measures-implementation-in-python/ I think the real equation for checking the similiarity of face is the ecluidean distance, that check similiarity vector from realtime face recognition and with the vector data of...

Try to change code rects, landmarks = face_detect.detect_face(frame,80) to rects, landmarks = face_detect.detect_face(frame,30) . It will detect face not in very near distance.

It's depend on your specification of your camera. If you use IP Camera with specification like 2 mp, 4mm lens , it can detect 3 until 5 meters distance.