Basically I need the buzzer and LED to play/light up every time it detects my face but it only does it once as of now. eg. I show my face and it plays "signed in" and the light turns on for 3 seconds once and it stops working.
About the project: we are using a usb camera on a ras pi to recognize faces and "unlock a door" currently turning on an LED for 3 seconds and a speaker will say "signed in" every time it someone's face is recognized. SQL is for attendance taking done by my classmate so I can't really explain it.
from imutils.video import VideoStream
from imutils.video import FPS
import face_recognition
import imutils
import pickle
import time
import cv2
import mysql.connector
from datetime import datetime,date
from playsound import playsound
from gpiozero import LED
from time import sleep
db = mysql.connector.connect(
host="localhost",
user="User",
passwd="passwd",
database="attendancesystem")
cursor = db.cursor()
identified.
currentname = "unauthorised"
train_model.py
encodingsP = "encodings.pickle"
print("[INFO] loading encodings face detector...")
data = pickle.loads(open(encodingsP, "rb").read())
to my laptop
vs1 = VideoStream(src=0,framerate=30).start()
time.sleep(2.0)
# loop over frames from the video file stream
while True:
# grab the frame from the threaded video stream and resize it
# to 500px (to speedup processing)
frame = vs1.read()
frame = imutils.resize(frame, width=500)
# Detect the fce boxes
boxes = face_recognition.face_locations(frame)
# compute the facial embeddings for each face bounding box
encodings = face_recognition.face_encodings(frame, boxes)
names = []
# loop over the facial embeddings
for encoding in encodings:
# attempt to match each face in the input image to our known
# encodings
matches = face_recognition.compare_faces(data["encodings"],
encoding)
name = "Unauthorised" #if face is not recognized, then print Unknown
# check to see if we have found a match
if True in matches:
# find the indexes of all matched faces then initialize a
# dictionary to count the total number of times each face
# was matched
matchedIdxs = [i for (i, b) in enumerate(matches) if b]
counts = {}
# loop over the matched indexes and maintain a count for
# each recognized face face
for i in matchedIdxs:
name = data["names"][i]
counts[name] = counts.get(name, 0) 1
# determine the recognized face with the largest number
# of votes (note: in the event of an unlikely tie Python
# will select first entry in the dictionary)
name = max(counts, key=counts.get)
#If someone in your dataset is identified, print their name on the screen
if currentname != name:
currentname = name
print(currentname)
#results = ("SELECT a_s.Admin_no,a_s.Name,a.clock_in FROM authorised_students a_s JOIN attendance a ON a_s.Admin_no = a.Admin_no")
#cursor.execute(results])
#for x in cursor:/';
# print(x)
t = datetime.now()
time = t.strftime("%H:%M:%S")
date = date.today()
cursor.execute("INSERT INTO Sign_in (admin_no, Date, Clock_in) VALUES (%s,%s,%s)",(currentname,date,time))
db.commit()
while True:
#Buzzer
playsound('/home/pi/Desktop/Sound effects/Signed in.mp3')
#LED
red = LED(17)
red.on()
sleep(3)
red.off()
break
# update the list of names
names.append(name)
# loop over the recognized faces
for ((top, right, bottom, left), name) in zip(boxes, names):
# draw the predicted face name on the image - color is in BGR
cv2.rectangle(frame, (left, top), (right, bottom),
(0, 255, 225), 2)
y = top - 15 if top - 15 > 15 else top 15
cv2.putText(frame, name, (left, y), cv2.FONT_HERSHEY_SIMPLEX,
.8, (0, 255, 255), 2)
# display the image to our screen
cv2.imshow("Facial Recognition is Running", frame)
key = cv2.waitKey(20) & 0xFF
# quit when 'q' key is pressed
if key == ord("q"):
break
# update the FPS counter
#fps.update()
#hardware interrupt
cv2.destroyAllWindows()
vs1.stop()
CodePudding user response:
The inner loop has an unconditional break
, and so never iterates more than once. The outer loop has no break
, so never stops.
CodePudding user response:
After the first run, you assign the value to the variable currentname
, and on the next iterations of the loop, the if currentname! = name:
condition will be False
. Try resetting \ deleting the currentname variable before the break
statement