From 8d0d1e782734f21f07a25d381a1985d3d31c76a9 Mon Sep 17 00:00:00 2001
From: JosephLee19 <leejos17@gmail.com>
Date: Sat, 26 Mar 2016 23:24:32 -0400
Subject: [PATCH] Turning in my face detection code for the Computer Vision
 Toolbox

---
 face_detect.py | 29 ++++++++++++++++++++++++++++-
 1 file changed, 28 insertions(+), 1 deletion(-)

diff --git a/face_detect.py b/face_detect.py
index 247a4d1..26b5c4e 100644
--- a/face_detect.py
+++ b/face_detect.py
@@ -1,4 +1,31 @@
 """ Experiment with face detection and image filtering using OpenCV """
 
+import numpy as np
 import cv2
-import numpy as np
\ No newline at end of file
+
+capture = cv2.VideoCapture(0)
+face_cascade = cv2.CascadeClassifier('/home/joseph/ToolBox-ComputerVision/haarcascade_frontalface_alt.xml')
+kernel = np.ones((21,21),'uint8')
+while(True):
+	# Capture frame-by-frame
+	ret, frame = capture.read()
+	faces = face_cascade.detectMultiScale(frame, scaleFactor=1.2, minSize=(20,20))
+	for (x,y,w,h) in faces:
+		frame[y:y+h,x:x+w,:] = cv2.dilate(frame[y:y+h,x:x+w,:], kernel)#  Blurs the face using dilate command
+		cv2.circle(frame, (x+int(.333*w),y+int(.333*h)), int(.125*h), (255,255,255), -1)
+		cv2.circle(frame, (x+int(.333*w),y+int(.333*h)), int(.0625*h), (5,5,5), -1)
+		cv2.circle(frame, (x+int(.666*w),y+int(.333*h)), int(.125*h), (255,255,255), -1)
+		cv2.circle(frame, (x+int(.666*w),y+int(.333*h)), int(.0625*h), (5,5,5), -1)
+		cv2.line(frame, (x+int(.35*w),y+int(.75*h)), (x+int(.7*w),y+int(.75*h)), (60,60,200),5)
+		cv2.rectangle(frame,(x,y),(x+w,y+h),(255,0,0))
+
+	# Display the resulting frame
+	cv2.imshow('frame',frame)
+	if cv2.waitKey(1) & 0xFF == ord('q'):
+		break
+
+
+
+capture.release()
+cv2.destroyAllWindows()
+