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50be58e0c8
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fe71e3400a |
45
camera/SCP.py
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45
camera/SCP.py
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import tempfile, pexpect
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def scp(src_name, dest_name, host, user, password, timeout=30, bg_run=False):
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"""SSH'es to a host using the supplied credentials and executes a command.
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Throws an exception if the command doesn't return 0.
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bgrun: run command in the background"""
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fname = tempfile.mktemp()
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fout = open(fname, 'w')
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options = '-q -oStrictHostKeyChecking=no -oUserKnownHostsFile=/dev/null -oPubkeyAuthentication=no'
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if bg_run:
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options += ' -f'
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scp_cmd = 'scp %s %s@%s:%s' % (src_name, user, host, dest_name)
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child = pexpect.spawn(scp_cmd, timeout=timeout, encoding='UTF-8')
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child.expect(['password: '])
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child.sendline(password)
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child.logfile = fout
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child.expect(pexpect.EOF)
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# We expect any of these three patterns...
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#i = child.expect (['Permission denied', 'Terminal type', '[#\$] '])
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#if i==0:
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# print('Permission denied on host. Can\'t login')
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# child.kill(0)
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#elif i==1:
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# print('Login OK... need to send terminal type.')
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# child.sendline('vt100')
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# child.expect('[#\$] ')
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#elif i==2:
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# print('Login OK.')
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# print('Shell command prompt', child.after)
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child.close()
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fout.close()
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fin = open(fname, 'r')
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stdout = fin.read()
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fin.close()
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if 0 != child.exitstatus:
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raise Exception(stdout)
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return stdout
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@ -1,22 +1,47 @@
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#!/usr/bin/env python2
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#!/usr/bin/env python3
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import time
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import time, subprocess
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import RPi.GPIO as GPIO
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import RPi.GPIO as GPIO
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from SCP import scp
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IR_PIN = 3
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IR_PIN = 3
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GPIO.setmode(GPIO.BOARD)
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GPIO.setmode(GPIO.BOARD)
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GPIO.setup(IR_PIN, GPIO.OUT)
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GPIO.setup(IR_PIN, GPIO.OUT)
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i = 0
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try:
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try:
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while True:
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while True:
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print "Gpio Low"
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print("Gpio Low")
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GPIO.output(IR_PIN, GPIO.LOW)
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time.sleep(20)
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print "Gpio High"
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GPIO.output(IR_PIN, GPIO.HIGH)
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GPIO.output(IR_PIN, GPIO.HIGH)
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time.sleep(20)
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time.sleep(2)
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# take image and scp it to the other pi
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print("take image...")
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subprocess.run(['raspistill', '-o', 'images/image' + str(i) + '.jpg'])
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print("transfer image")
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#scp('images/image' + str(i) + '.jpg', '~/image' + str(i) + '.jpg', '192.168.252.1', 'pi', 'smarthome')
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i+=1
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if i>10:
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break
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#print("Gpio High")
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#GPIO.output(IR_PIN, GPIO.HIGH)
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#time.sleep(2)
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# take image and scp it to the other pi
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#print("take image...")
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#subprocess.run(['raspistill', '-o', 'image2.jpg'])
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#print("transfer image")
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#scp('image2.jpg', '~/image2.jpg', '192.168.252.1', 'pi', 'smarthome')
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#break
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except Exception as e:
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except Exception as e:
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print e
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print(e)
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finally:
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finally:
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GPIO.cleanup()
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GPIO.cleanup()
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52
camera/person-detection.py
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52
camera/person-detection.py
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# import the necessary packages
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from __future__ import print_function
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from imutils.object_detection import non_max_suppression
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from imutils import paths
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import numpy as np
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import argparse
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import imutils
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import cv2
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# construct the argument parse and parse the arguments
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ap = argparse.ArgumentParser()
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ap.add_argument("-i", "--images", required=True, help="path to images directory")
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args = vars(ap.parse_args())
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# initialize the HOG descriptor/person detector
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hog = cv2.HOGDescriptor()
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hog.setSVMDetector(cv2.HOGDescriptor_getDefaultPeopleDetector())
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# loop over the image paths
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for imagePath in paths.list_images(args["images"]):
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# load the image and resize it to (1) reduce detection time
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# and (2) improve detection accuracy
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image = cv2.imread(imagePath)
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image = imutils.resize(image, width=min(400, image.shape[1]))
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orig = image.copy()
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# detect people in the image
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(rects, weights) = hog.detectMultiScale(image, winStride=(4, 4),
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padding=(8, 8), scale=1.05)
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# draw the original bounding boxes
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for (x, y, w, h) in rects:
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cv2.rectangle(orig, (x, y), (x + w, y + h), (0, 0, 255), 2)
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# apply non-maxima suppression to the bounding boxes using a
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# fairly large overlap threshold to try to maintain overlapping
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# boxes that are still people
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rects = np.array([[x, y, x + w, y + h] for (x, y, w, h) in rects])
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pick = non_max_suppression(rects, probs=None, overlapThresh=0.65)
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# draw the final bounding boxes
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for (xA, yA, xB, yB) in pick:
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cv2.rectangle(image, (xA, yA), (xB, yB), (0, 255, 0), 2)
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# show some information on the number of bounding boxes
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filename = imagePath[imagePath.rfind("/") + 1:]
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print("[INFO] {}: {} original boxes, {} after suppression".format(filename, len(rects), len(pick)))
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# show the output images
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#cv2.imshow("Before NMS", orig)
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#cv2.imshow("After NMS", image)
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#cv2.waitKey(0)
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