Day 1: Face detection with OpenCV and Deep Learning

In this section we'll learn how to apply face detection with OpenCV to single input images, videos, and webcams.

• Link: https://www.pyimagesearch.com/2018/02/26/face-detection-with-opencv-and-deep-learning/

Preview:

Commands used:

• Face detection with Images:

  python detect_faces.py --image data/image.jpg --prototext model/deploy.prototxt.txt --model model/res10_300x300_ssd_iter_140000.caffemodel

  python detect_faces.py -i data/sample.jpg -p model/deploy.prototxt.txt -m model/res10_300x300_ssd_iter_140000.caffemodel

• Face detection with Video:

  python detect_faces_video.py -v data/1.mp4 -p model/deploy.prototxt.txt -m model/res10_300x300_ssd_iter_140000.caffemodel

• Face detection with Webcam:

  python detect_faces_video.py -p model/deploy.prototxt.txt -m model/res10_300x300_ssd_iter_140000.caffemodel