Created
January 6, 2021 11:02
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Recognise a face and mark it
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import cv2 | |
import numpy as np | |
import sqlite3 | |
#faceDetect=cv2.CascadeClassifier('haarcascade_frontalface_default.xml'); | |
faceDetect = cv2.CascadeClassifier(cv2.data.haarcascades + 'haarcascade_frontalface_default.xml') | |
cam=cv2.VideoCapture(0); | |
#rec=cv2.createLBPHFaceRecognizer(); | |
rec = cv2.face.LBPHFaceRecognizer_create() | |
rec.read("recognizer/trainningData.yml") | |
#font=cv2.cv.InitFont(cv2.cv.CV_FONT_HERSHEY_COMPLEX,0.4,1,0,1) | |
fontface = cv2.FONT_HERSHEY_SIMPLEX | |
fontscale = 1 | |
fontcolor = (0, 255, 0) | |
#cv2.putText(im, str(Id), (x,y+h), fontface, fontscale, fontcolor) | |
def getProfile(id): | |
conn=sqlite3.connect("FaceBase.db") | |
cmd="SELECT * FROM People WHERE ID="+str(id) | |
cursor=conn.execute(cmd) | |
profile=None | |
for row in cursor: | |
profile=row | |
conn.close() | |
return profile | |
while(True): | |
ret,img=cam.read(); | |
gray=cv2.cvtColor(img,cv2.COLOR_BGR2GRAY) | |
faces=faceDetect.detectMultiScale(gray,1.3,5); | |
for(x,y,w,h) in faces: | |
cv2.rectangle(img,(x,y),(x+w,y+h),(0,255,0),2) | |
id,conf=rec.predict(gray[y:y+h,x:x+w]) | |
print(id) | |
profile=getProfile(id) | |
if(profile!=None): | |
cv2.putText(img,"Name : "+str(profile[1]),(x,y+h+20),fontface, fontscale, fontcolor); | |
cv2.putText(img,"Age : "+str(profile[2]),(x,y+h+45),fontface, fontscale, fontcolor); | |
cv2.putText(img,"Gender : "+str(profile[3]),(x,y+h+70),fontface, fontscale, fontcolor); | |
cv2.putText(img,"Criminal Records : "+str(profile[4]),(x,y+h+95),fontface, fontscale, fontcolor); | |
#else: | |
#cv2.putText(img,"Name : Unknown",(x,y+h+20),fontface, fontscale, fontcolor); | |
#cv2.putText(img,"Age : Unknown",(x,y+h+45),fontface, fontscale, fontcolor); | |
#cv2.putText(img,"Gender : Unknown",(x,y+h+70),fontface, fontscale, fontcolor); | |
#cv2.putText(img,"Criminal Records : Unknown",(x,y+h+95),fontface, fontscale, fontcolor); | |
cv2.imshow("Face",img); | |
if(cv2.waitKey(1)==ord('q')): | |
break; | |
cam.release() | |
cv2.destroyAllWindows() |
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