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detect.py
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detect.py
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# USAGE
# python detect.py --images images
# import the necessary packages
#from __future__ import print_function
from imutils.object_detection import non_max_suppression
from imutils import paths
import numpy as np
import argparse
import imutils
import cv2
import Image
import smtplib
from email.mime.image import MIMEImage
from email.mime.multipart import MIMEMultipart
from email.mime.text import MIMEText
import random, string
def send_email(user, pwd, recipient, subject, img):
gmail_user = user
gmail_pwd = pwd
FROM = user
TO = recipient if type(recipient) is list else [recipient]
SUBJECT = subject
# Prepare actual message
#message = """\From: %s\nTo: %s\nSubject: %s\n\n%s
#""" % (FROM, ", ".join(TO), SUBJECT, TEXT)
msg = MIMEMultipart()
msg['From'] = FROM
msg['To'] = ",".join(TO)
msg['Subject'] = subject
msg.preamble = subject
# Create the body of the message (a plain-text and an HTML version).
html = """\
<html>
<head></head>
<body>
A person was detected on $DATE_TIME_LOCATION from the attached image.<br>
Verify if this is correct: <a href="https://www.python.org">yes</a> <a href="https://www.python.org">no</a>
</body>
</html>
"""
# Record the MIME types of both parts - text/plain and text/html.
part2 = MIMEText(html, 'html')
msg.attach(part2)
#message.attach(img)
msg.attach(img)
#try:
server = smtplib.SMTP("smtp.gmail.com", 587)
server.ehlo()
server.starttls()
server.login(gmail_user, gmail_pwd)
server.sendmail(FROM, TO, msg.as_string())
server.close()
print 'successfully sent the mail'
#except:
# print "failed to send mail"
def randomword(length):
return ''.join(random.choice(string.lowercase) for i in range(length))
# construct the argument parse and parse the arguments
ap = argparse.ArgumentParser()
ap.add_argument("-i", "--images", required=True, help="path to images directory")
args = vars(ap.parse_args())
# initialize the HOG descriptor/person detector
hog = cv2.HOGDescriptor()
hog.setSVMDetector(np.array([ -8.75781476e-02, -3.51961367e-02, -7.14824186e-04,
-3.04488582e-04, 2.45677792e-02, 4.82561290e-02, 2.30773333e-02,
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