mk2683 / face_detection

Face_Detection

When using OpenCV’s deep neural network module with Caffe models, you’ll need two sets of files:

1. The .prototxt file(s) which define the model architecture (i.e., the layers themselves)
2. The .caffemodel file which contains the weights for the actual layers

Both files are required to when using models trained using Caffe for deep learning.

requirements

1. OpenCV 3.3
2. Python3
3. numpy

running

Face detection in images with OpenCV and deep learning

1. $ python detect_faces.py --image rooster.jpg --prototxt deploy.prototxt.txt --model res10_300x300_ssd_iter_140000.caffemodel

Face detection in video and webcam with OpenCV and deep learning

1. $ python detect_faces_video.py --prototxt deploy.prototxt.txt --model res10_300x300_ssd_iter_140000.caffemodel