def run_setup_reset(self):
try:
frame = copy(self.source.setup_current_frame)
qt_image = convert_frame_qt(frame)
self.main_window.setup_frame.setPixmap(qt_image)
self.main_window.setup_frame.setScaledContents(True)
except TypeError as e:
print("Error:", e)
def draw_setup(self, frame, points):
try:
frame = copy(frame)
frame = draw_polygon_frame(frame, points)
qt_image = convert_frame_qt(frame)
self.setup.main_window.setup_frame.setPixmap(qt_image)
self.setup.main_window.setup_frame.setScaledContents(True)
except TypeError as e:
print("Error:", e)
def get_db(self, video_id):
s = self.source.dbs
result = s.query(Video).filter(Video.id == video_id)
if result.count() == 0:
print("No video id found in the database")
elif result.count() == 1:
print("Found 1 record in databases")
video = result.first()
frame = cv2.imread(video.background)
self.frame = frame
qt_image = convert_frame_qt(frame)
self.main_window.setup_frame.setPixmap(qt_image)
self.main_window.setup_frame.setScaledContents(True)
else:
print("Found more video id!", result.count())
def run_setup(self):
try:
self.setup_frame_no = self.setup_frame_no + 1
self.source.setup_get_next_frame()
# process here
frame = copy(self.source.setup_current_frame)
frame = setup_frame(frame, self.setup)
qt_image = convert_frame_qt(frame)
self.main_window.setup_frame.setPixmap(qt_image)
self.main_window.setup_frame.setScaledContents(True)
except TypeError as e:
self.setup_timer.stop()
self.main_window.setup_play_btn.setEnabled(False)
self.main_window.setup_pause_btn.setEnabled(False)
print("Error:", e)
def run_analysis(self):
def populate_analysis():
self.main_window.density_lbl.setText(str(density))
self.main_window.vehicle_area_lbl.setText(str(vehicle_area))
self.main_window.polygon_area_lbl.setText(str(polygon_area))
self.main_window.contour_no_lbl.setText(str(contour_count))
self.main_window.speed_lbl.setText(str(speed))
self.main_window.analysis_frame_no_lbl.setText(\
str(self.analysis_frame_no))
self.main_window.high_speed_lbl.setText(str(self.top_speed))
self.main_window.high_density_lbl.setText(str(self.top_density))
self.main_window.road_status_lbl.setText(traffic_status)
self.main_window.congestion_lbl.setText(str(congestion_lvl))
try:
self.source.analysis_get_next_frame()
if self.source.analysis_current_frame != None:
self.analysis_frame_no = self.analysis_frame_no + 1
# process here
frame = copy(self.source.analysis_current_frame)
# background subtraction
frame, vehicle_area, contour_count, centers, points = \
background_subtraction(frame, \
self.source.background.frame, \
self.source.polygon.points, self.haar_collect, \
self.source.base_name)
print(self.source.base_name)
# draw polygon
frame = draw_polygon_frame(frame, self.source.polygon.points)
# get polygon area
polygon_area = get_area_polygon(self.source.polygon.points)
polygon_area = abs(polygon_area)
print("Polygon area:", abs(polygon_area), end=' ')
# compute density
if vehicle_area > self.top_density:
self.top_density = vehicle_area
density = vehicle_area / polygon_area
density = abs(density)
# compute speed
speed = 0
if contour_count != 0:
self.centers = self.centers + centers
frame, speed = draw_line_speed(frame, self.centers)
if speed != 0:
if speed > self.top_speed:
self.top_speed = speed
speed = speed / self.top_speed
else:
self.centers = []
# debug speed
if self.speed_debug == True:
if speed != 0:
self.analysis_timer.stop()
self.main_window.analysis_play_btn.setEnabled(True)
# fuzzy logic
input_val = [density, speed]
congestion_lvl = 0.0
traffic_status = 'N/A'
congestion_lvl, traffic_status, status_code = \
FuzzyLogic(input_val).getResult()
print(congestion_lvl, traffic_status, status_code)
# populate main window
populate_analysis()
# analysis params here
analysis = {
'frame_no': self.analysis_frame_no,
'status': traffic_status,
'density': density,
'speed': speed,
'congestion': congestion_lvl,
'status_at': None
}
print(analysis)
# check timer for sms notification
self.source.analysis_dict = analysis
if self.timer.status:
if self.timer.is_due_inc():
print("Timer is due")
# call send sms here
self.notification.send_sms_user("traffic", None)
# save frame
tid = str(time())
tid = tid.replace('.', '')
frame_file = 'frames/' + tid + "-" + \
self.source.base_name + "-" + \
traffic_status + '.jpg'
cv2.imwrite(frame_file, frame)
print("Density:", density)
# convert to qt image
qt_image = convert_frame_qt(frame)
self.main_window.analysis_frame.setPixmap(qt_image)
self.main_window.analysis_frame.setScaledContents(True)
else:
self.source.analysis.sequencer()
except TypeError as e:
self.analysis_timer.stop()
self.main_window.analysis_play_btn.setEnabled(False)
self.main_window.analysis_pause_btn.setEnabled(False)
print("Error:", e)