[6bc016]: / video.py

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# Fall detector video class
# Source: camera (int) or file (string)
#
#
# Kim Salmi, kim.salmi(at)iki(dot)fi
# http://tunn.us/arduino/falldetector.php
# License: GPLv3
# 01-Jun-2018: Original version only detects Not Moving
# Modified the codes to detect fall
# Once fall is detected, alarm will be activated
# A couple of services can be enabled when alarm is set
# Available services: SMS, Email with screen shot of the fall moment
import time
import cv2
import person
import settings
import webservice
import bs
import os
class Video:
def __init__(self):
self.settings = settings.Settings()
self.camera = cv2.VideoCapture(self.settings.source)
self.bs = bs.Bs()
self.persons = person.Persons(self.settings.movementMaximum,
self.settings.movementMinimum, self.settings.movementTime)
self.start = time.time()
self.webservice = webservice.Webservice(self.settings.location,
self.settings.phone, self.settings.email, self.settings.apiKey)
self.errorcount = 0
self.alertLog = []
self.frameCount = 1
self.waitKey = 25
def nextFrame(self):
grabbed, self.frame = self.camera.read()
if not grabbed: # eof
self.destroyNow()
self.convertFrame()
def showFrame(self):
if self.settings.debug:
cv2.imshow("Thresh", self.thresh)
#if self.settings.bsMethod == 1:
#cv2.imshow("backgroundFrame", self.backgroundFrame)
#cv2.imshow("frameDelta", self.frameDelta)
cv2.imshow("Feed", self.frame)
def destroyNow(self):
self.camera.release()
cv2.destroyAllWindows()
def testDestroy(self):
key = cv2.waitKey(self.waitKey) & 0xFF
if key == ord("q"):
self.destroyNow()
return 1
else:
return 0
def resetBackgroundFrame(self):
grabbed, self.frame = self.camera.read()
self.convertFrame()
self.bs.resetBackgroundIfNeeded(self.frame)
self.persons = person.Persons(self.settings.movementMaximum,
self.settings.movementMinimum, self.settings.movementTime)
#self.frameCount = 1
print('resetbackgroundFrame')
def testBackgroundFrame(self):
key = cv2.waitKey(self.waitKey) & 0xFF
if key == ord("n"):
self.bs.deleteBackground()
#self.resetBackgroundFrame()
def updateBackground(self):
self.bs.updateBackground(self.frame)
def testSettings(self):
key = cv2.waitKey(self.waitKey) & 0xFF
if key == ord("0"):
self.settings.minArea += 50
print("minArea: " , self.settings.minArea)
if key == ord("9"):
self.settings.minArea -= 50
print("minArea: " , self.settings.minArea)
if key == ord("8"):
self.settings.dilationPixels += 1
print("dilationPixels: " , self.settings.dilationPixels)
if key == ord("7"):
self.settings.dilationPixels -= 1
print("dilationPixels: " , self.settings.dilationPixels)
if key == ord("6"):
self.settings.thresholdLimit += 1
print("thresholdLimit: " , self.settings.thresholdLimit)
if key == ord("5"):
self.settings.thresholdLimit -= 1
print("thresholdLimit: " , self.settings.thresholdLimit)
if key == ord("4"):
self.settings.movementMaximum += 1
print("movementMaximum: " , self.settings.movementMaximum)
if key == ord("3"):
self.settings.movementMaximum -= 1
print("movementMaximum: " , self.settings.movementMaximum)
if key == ord("2"):
self.settings.movementMinimum += 1
print("movementMinimum: " , self.settings.movementMinimum)
if key == ord("1"):
self.settings.movementMinimum -= 1
print("movementMinimum: " , self.settings.movementMinimum)
if key == ord("o"):
if self.settings.useGaussian:
self.settings.useGaussian = 0
print("useGaussian: off")
self.resetbackgroundFrame()
else:
self.settings.useGaussian = 1
print("useGaussian: on")
self.resetbackgroundFrame()
if key == ord("+"):
self.settings.movementTime += 1
print("movementTime: " , self.settings.movementTime)
if key == ord("p"):
self.settings.movementTime -= 1
print("movementTime : " , self.settings.movementTime)
def convertFrame (self):
# resize current frame, make it gray scale and blur it
if self.settings.useResize:
r = 750.0 / self.frame.shape[1]
dim = (750, int(self.frame.shape[0] * r))
self.frame = cv2.resize(self.frame, dim, interpolation =
cv2.INTER_AREA)
if self.settings.useBw:
self.frame = cv2.cvtColor(self.frame, cv2.COLOR_BGR2GRAY)
if self.settings.useGaussian:
self.frame = cv2.GaussianBlur(self.frame, (
self.settings.gaussianPixels, self.settings.gaussianPixels), 0)
def compare(self):
# difference between the current frame and backgroundFrame
self.thresh = self.bs.compareBackground(self.frame)
self.thresh = cv2.dilate(self.thresh, None,
iterations=self.settings.dilationPixels) # dilate thresh
_, contours, _ = cv2.findContours(self.thresh.copy(), cv2.RETR_EXTERNAL,
cv2.CHAIN_APPROX_SIMPLE) #find contours
self.persons.tick()
detectStatus = "idle"
for contour in contours:
if cv2.contourArea(contour) < self.settings.minArea:
continue
(x, y, w, h) = cv2.boundingRect(contour)
#if self.thresh.shape[1] < w+50 and self.thresh.shape[0] < h+50:
#self.newLightconditions()
# continue
person = self.persons.addPerson(x, y, w, h)
color = (0, 255, 0)
if person.alert != 0:
color = (0, 0, 255)
if self.settings.debug:
cv2.line(self.frame, (x, y), (x + w, y + h), color, 2)
cv2.line(self.frame, (x + w, y), (x , y + h), color, 2)
if person.alert == 2:
detectStatus = "Alarm! Person not moving"
if person.alert == 1:
detectStatus = "Fall Detected!"
if person.alarmReported == 0:
file = "alarm_person{0}_time{1}.png".format(person.id,time.strftime("%Y%m%d_%H%M%S"))
cv2.imwrite(file, self.frame)
self.webservice.alarm("fall detected", person.id, file)
person.alarmReported = 1
#if person.alert == 2:
# self.webservice.alarm("not moving", person.id, file)
#if person.alert == 1:
# self.webservice.alarm("fall detected", person.id, file)
# person.alarmReported = 1
self.storeAlarmImages(file)
if person.alarmReported == 1 and person.alert == 2:
file = "alarm_person{0}_time{1}.png".format(person.id,time.strftime("%Y%m%d_%H%M%S"))
cv2.imwrite(file, self.frame)
self.webservice.alarm("not moving", person.id, file)
person.alarmReported = 2
self.storeAlarmImages(file)
# Hud + fps
if self.settings.debug:
cv2.rectangle(self.frame, (x, y), (x + w, y + h), color, 2)
#text at bottom of object
cv2.putText(self.frame, "{}".format(cv2.contourArea(contour)),
(x, y+h+20), cv2.FONT_HERSHEY_SIMPLEX, 0.7, color, 1)
#text at top left corner of object
cv2.putText(self.frame, "{} : {}".format(person.id,
person.lastmoveTime), (x, y+20), cv2.FONT_HERSHEY_SIMPLEX, 0.8,
color, 1)
self.end = time.time()
seconds = self.end - self.start
if seconds == 0:
seconds = 1
fps = round((1 / seconds), 1)
self.start = time.time()
cv2.putText(self.frame, "Status: {}".format(detectStatus), (10, 20),
cv2.FONT_HERSHEY_SIMPLEX, 0.8, (0, 140, 255), 1)
cv2.putText(self.frame, "FPS: {}".format(fps), (400, 20),
cv2.FONT_HERSHEY_SIMPLEX, 0.8, (0, 140, 255), 1)
def newLightconditions(self):
self.errorcount += 1
if self.errorcount > 10:
time.sleep(1.0)
self.resetBackgroundFrame()
self.errorcount = 0
def storeAlarmImages(self, fileName):
cwd = os.getcwd()
directory = os.path.join(cwd, self.settings.alarmImagesFolder)
if not os.path.exists(directory):
os.makedirs(directory)
currentFile = os.path.join(cwd, fileName)
movedFile = os.path.join(directory, fileName)
os.rename(currentFile, movedFile)