Recently I started playing with OpenCV and Python to experience ML & AI. I wrote a small Python program for face detection using OpenCV and Face detection API.
I don’t necessarily understand what’s going on behind the scene and something I’ll continue to explore but it was really quick and easy to bring these libraries together to detect faces.
This is program is written in Python3 and requires following libraries:
pip3 install opencv-python pip3 install dlib pip3 install face_recoginition
Here’s the program that will detect faces from computer’s video cam. The code is self-explanatory:
import cv2
import face_recognition
video = cv2.VideoCapture(0)
face_locations = []
while True:
ret, frame = video.read()
rgb_frame = frame[:,:,::-1]
face_locations = face_recognition.face_locations(rgb_frame)
for top, right, bottom, left in face_locations:
cv2.rectangle(frame,(left, top),(right, bottom),(255, 0, 0), 2)
cv2.namedWindow('face detector', cv2.WINDOW_NORMAL)
cv2.imshow('face detector', frame)
if cv2.waitKey(1) & 0xFF == ord('x'):
break
video.release()
cv2.destoryAllWindows()
Here’s the output when you run the program with face detected in blue rectangle:
