def take_pictures(self):
        """
    		Init Client socket and connect to the raspberry ip
    		Send instruction to raspberry pi
    		Check the return message from the raspberry pi, which means images transmitting is done
    		Conduct human detection and display the results on the image views
    		Toggle buttons and navigatable status
            cam0: left
            cam1: right
    	"""
        self.client_intr = Client(self.raspberry_ip, self.port_intr)
        self.client_intr.hand_shake('T' + self.local_ip)
        check_call([
            'scp', '-q', 'pi@' + self.raspberry_ip + ':~/cam0.jpeg',
            'pi@' + self.raspberry_ip + ':~/cam1.jpeg', './images/'
        ])
        self.name1 = './images/left_' + str(self.image_number) + '.jpeg'
        self.name2 = './images/right_' + str(self.image_number) + '.jpeg'
        os.rename('./images/cam0.jpeg', self.name1)
        os.rename('./images/cam1.jpeg', self.name2)

        self.image_number += 1

        # Calibration
        self.point_cloud.load_image(self.name1, self.name2)
        image_list = self.point_cloud.rectify_image()
        self.rectangle_coor_list = People_Detect.detect_image_list(
            image_list[:1], [self.name1])

        self._views_showImage(self.view_cam1, self.name1)
        self._views_showImage(self.view_cam0, self.name2)

        self.btn_navigate.setEnabled(True)
        self.navigatable = True
    def stop_preview(self):
        """
    		Send instruction to the raspberry pi to stop preview
    		Terminate the mplayer process and close the socket connection at the server side
    		Toggle buttons
    	"""
        self.client_intr = Client(self.raspberry_ip, self.port_intr)
        self.client_intr.hand_shake('P')

        self.mplayer_t.stop()
        self.server_video.close()

        self.btn_start.setEnabled(True)
        self.btn_stop.setEnabled(False)
    def take_pictures(self):
    	"""
    		Init Client socket and connect to the raspberry ip
    		Send instruction to raspberry pi
    		Check the return message from the raspberry pi, which means images transmitting is done
    		Conduct human detection and display the results on the image views
    		Toggle buttons and navigatable status
            cam0: left
            cam1: right
    	"""
        self.client_intr = Client(self.raspberry_ip, self.port_intr)
        self.client_intr.hand_shake('T' + self.local_ip)
        check_call(['scp', '-q', 'pi@' + self.raspberry_ip + ':~/cam0.jpeg', 'pi@' + self.raspberry_ip + ':~/cam1.jpeg', './images/'])
        self.name1 = './images/left_' + str(self.image_number) + '.jpeg'
        self.name2 = './images/right_' + str(self.image_number) + '.jpeg'
        os.rename('./images/cam0.jpeg', self.name1)
        os.rename('./images/cam1.jpeg', self.name2)

        self.image_number += 1

    	# Calibration
        self.point_cloud.load_image(self.name1, self.name2)
        image_list = self.point_cloud.rectify_image()
        self.rectangle_coor_list = People_Detect.detect_image_list(image_list[:1], [self.name1])

        self._views_showImage(self.view_cam1, self.name1)
        self._views_showImage(self.view_cam0, self.name2)

    	self.btn_navigate.setEnabled(True)
    	self.navigatable = True
    def start_preview(self):
        """
    		Set a server socket
    		Init a Client socket and connect to the raspberry ip
    		Send instruction to raspberry pi, and get ready to receive the video file
    		Start another thread which runs mplayer locally
    		Keep reading video data and pipe them to mplayer
    		Toggle buttons
    	"""
        self.server_video = Server(self.port_video)

        self.client_intr = Client(self.raspberry_ip, self.port_intr)
        self.client_intr.hand_shake('S' + self.local_ip)

        self.server_video.receive_file()

        self.mplayer_t = Threading_Mplayer(self.server_video)
        self.mplayer_t.start()

        self.btn_start.setEnabled(False)
        self.btn_stop.setEnabled(True)
        self.btn_takePics.setEnabled(True)
    def stop_preview(self):
    	"""
    		Send instruction to the raspberry pi to stop preview
    		Terminate the mplayer process and close the socket connection at the server side
    		Toggle buttons
    	"""
    	self.client_intr = Client(self.raspberry_ip, self.port_intr)
    	self.client_intr.hand_shake('P')

    	self.mplayer_t.stop()
    	self.server_video.close()

    	self.btn_start.setEnabled(True)
    	self.btn_stop.setEnabled(False)
    def start_preview(self):
    	"""
    		Set a server socket
    		Init a Client socket and connect to the raspberry ip
    		Send instruction to raspberry pi, and get ready to receive the video file
    		Start another thread which runs mplayer locally
    		Keep reading video data and pipe them to mplayer
    		Toggle buttons
    	"""
    	self.server_video = Server(self.port_video)

    	self.client_intr = Client(self.raspberry_ip, self.port_intr)
    	self.client_intr.hand_shake('S' + self.local_ip)

    	self.server_video.receive_file()

    	self.mplayer_t = Threading_Mplayer(self.server_video)
    	self.mplayer_t.start()

    	self.btn_start.setEnabled(False)
    	self.btn_stop.setEnabled(True)
    	self.btn_takePics.setEnabled(True)
class Intelligent_Eye(QMainWindow, Ui_MainWindow):

    def __init__(self, parent=None):
    	"""
    		UI set up, install event filter (key board listener)
    	"""
        super(Intelligent_Eye, self).__init__(parent)
        self.setupUi(self)
        self.installEventFilter(self) # Bind key listerner here
        self.point_cloud = Point_cloud(calib_foler='./src/Point_cloud/calib_files_test', SGBM_setting='./src/Point_cloud/settings/SGBM_1')

        """
        	Init constants
        """
        self.raspberry_ip = '192.168.0.123' # Static IP Address
        self.local_ip = ni.ifaddresses('wlan0')[2][0]['addr']
        self.port_intr = 9999
        self.port_video = 8888
        self.navigatable = False
        self.timer = True
        self.image_number = 0

        """
            Connect bluetooth module
        """
        self.bt_MAC = '20:14:08:05:43:82'
        self.bt_port = 1
        self.bt_control = Car_Control(self.bt_MAC, self.bt_port)

        """
        	Connect all buttons, set their init state
        """
        self.btn_start.clicked.connect(self.start_preview)
        self.btn_stop.clicked.connect(self.stop_preview)
        self.btn_takePics.clicked.connect(self.take_pictures)
        self.btn_navigate.clicked.connect(self.navigate)

        self.btn_init()

        """
            Display ready message
        """

    def btn_init(self):
    	"""
    		Init the states of buttons
    	"""
    	self.btn_start.setEnabled(True)
    	self.btn_stop.setEnabled(False)
    	# self.btn_takePics.setEnabled(False)
    	self.btn_navigate.setEnabled(True)

    def start_preview(self):
    	"""
    		Set a server socket
    		Init a Client socket and connect to the raspberry ip
    		Send instruction to raspberry pi, and get ready to receive the video file
    		Start another thread which runs mplayer locally
    		Keep reading video data and pipe them to mplayer
    		Toggle buttons
    	"""
    	self.server_video = Server(self.port_video)

    	self.client_intr = Client(self.raspberry_ip, self.port_intr)
    	self.client_intr.hand_shake('S' + self.local_ip)

    	self.server_video.receive_file()

    	self.mplayer_t = Threading_Mplayer(self.server_video)
    	self.mplayer_t.start()

    	self.btn_start.setEnabled(False)
    	self.btn_stop.setEnabled(True)
    	self.btn_takePics.setEnabled(True)

    def stop_preview(self):
    	"""
    		Send instruction to the raspberry pi to stop preview
    		Terminate the mplayer process and close the socket connection at the server side
    		Toggle buttons
    	"""
    	self.client_intr = Client(self.raspberry_ip, self.port_intr)
    	self.client_intr.hand_shake('P')

    	self.mplayer_t.stop()
    	self.server_video.close()

    	self.btn_start.setEnabled(True)
    	self.btn_stop.setEnabled(False)
    	# self.btn_takePics.setEnabled(False)

    def take_pictures(self):
    	"""
    		Init Client socket and connect to the raspberry ip
    		Send instruction to raspberry pi
    		Check the return message from the raspberry pi, which means images transmitting is done
    		Conduct human detection and display the results on the image views
    		Toggle buttons and navigatable status
            cam0: left
            cam1: right
    	"""
        self.client_intr = Client(self.raspberry_ip, self.port_intr)
        self.client_intr.hand_shake('T' + self.local_ip)
        check_call(['scp', '-q', 'pi@' + self.raspberry_ip + ':~/cam0.jpeg', 'pi@' + self.raspberry_ip + ':~/cam1.jpeg', './images/'])
        self.name1 = './images/left_' + str(self.image_number) + '.jpeg'
        self.name2 = './images/right_' + str(self.image_number) + '.jpeg'
        os.rename('./images/cam0.jpeg', self.name1)
        os.rename('./images/cam1.jpeg', self.name2)

        self.image_number += 1

    	# Calibration
        self.point_cloud.load_image(self.name1, self.name2)
        image_list = self.point_cloud.rectify_image()
        self.rectangle_coor_list = People_Detect.detect_image_list(image_list[:1], [self.name1])

        self._views_showImage(self.view_cam1, self.name1)
        self._views_showImage(self.view_cam0, self.name2)

    	self.btn_navigate.setEnabled(True)
    	self.navigatable = True

    def navigate(self):
        self.removeEventFilter(self) # Disable key listerner here
    	if self.navigatable:
            self._navigate()
        else:
            self.take_pictures()
            self._navigate()
        self.installEventFilter(self) # Enable key listerner here

    def _navigate(self):

        if not self.rectangle_coor_list:
            print("Failed to find a person!")
            return

        disparity = self.point_cloud.get_disparity()
        cv2.imwrite("disparity" + str(self.image_number) + ".jpg", disparity)


        for rectangle_coor in self.rectangle_coor_list:
            x, y, w, h = rectangle_coor
            pad_w = int(0.15 * w)
            pad_h = int(0.15 * h)
            coor = [(x + pad_w, y + pad_h), (x + w - pad_w, y + pad_h), (x + w - pad_w, y + h - pad_h), (x + pad_w, y + h - pad_h)]
            print(coor)
            coor_x, coor_y, coor_z = self.point_cloud.find_pos(coor)
            print(coor_x, coor_y, coor_z)

            if (-coor_z) > 16 and (-coor_z) < 35:
                break
        else:
            print("Failed to find the direction and distance")
            return

        # Center of the rectangle
        p = x + w / 2.0
        degree = self._get_degree(p)
        if degree > 25 or degree < -25:
            print("Failed to find the direction")
            return

        distance = self._get_distance(-coor_z, degree)
        
        self._naviagete_send_request(degree, distance)

    @staticmethod
    def _get_degree(p):
        degree = int(math.atan((p - 640) / 1269.8) / math.pi * 180.0)

        return degree
    
    @staticmethod
    def _get_distance(z, degree):
        # Take off the length of the car
        distance = 0.2576 * z - 1.4744

        return distance
        # return distance / (math.cos(degree * math.pi / 180.0))

    def _naviagete_send_request(self, degree, distance):
        t_distance = 1.2408 * distance + 0.2321

        if degree <= -1 and degree >= -23:
            self.bt_control.hand_shake(chr(97 - degree))
        elif degree >= 1 and degree <= 22:
            self.bt_control.hand_shake(chr(67 + degree))
            
        sleep(1)

        self.bt_control.forward()
        sleep(t_distance)
        self.bt_control.stop_motor()


    def _views_showImage(self, view, image):
        """
            Display image on the view widget
        """
    	imageScene = QGraphicsScene()
        imageScene.addPixmap(QPixmap(image))

        view.setScene(imageScene)
        view.fitInView(imageScene.sceneRect(), Qt.KeepAspectRatio)
        view.show()

    def eventFilter(self, obj, event):
        """
            Listen and decode key board input: W, S, A, D
        """
        if event.type() == QEvent.KeyPress:
            self.btn_navigate.setEnabled(False)
            self.navigatable = False
            if event.key() == Qt.Key_W:
                self.bt_control.forward()
            elif event.key() == Qt.Key_S:
                self.bt_control.backward()
            elif event.key() == Qt.Key_A:
                self.bt_control.left()
            elif event.key() == Qt.Key_D:
                self.bt_control.right()
            elif event.key() == Qt.Key_Escape:
                self.bt_control.stop_motor()

            return True

        elif event.type() == QEvent.KeyRelease:
            if self.timer ==  True:
                self.timer = False
                self.t = Timer(0.2, self.stop_motor)
                self.t.start()
            else:
                self.t.cancel()
                self.t = Timer(0.2, self.stop_motor)
                self.t.start()
            return True

        else:
            return QObject.eventFilter(self, obj, event)


    def stop_motor(self):
    	"""
    		Stop the motor, reset timer, enable navigate button
    	"""
    	self.bt_control.stop_motor()
    	self.timer = True

    	self.btn_navigate.setEnabled(True)
class Intelligent_Eye(QMainWindow, Ui_MainWindow):
    def __init__(self, parent=None):
        """
    		UI set up, install event filter (key board listener)
    	"""
        super(Intelligent_Eye, self).__init__(parent)
        self.setupUi(self)
        self.installEventFilter(self)  # Bind key listerner here
        self.point_cloud = Point_cloud(
            calib_foler='./src/Point_cloud/calib_files_test',
            SGBM_setting='./src/Point_cloud/settings/SGBM_1')
        """
        	Init constants
        """
        self.raspberry_ip = '192.168.0.123'  # Static IP Address
        self.local_ip = ni.ifaddresses('wlan0')[2][0]['addr']
        self.port_intr = 9999
        self.port_video = 8888
        self.navigatable = False
        self.timer = True
        self.image_number = 0
        """
            Connect bluetooth module
        """
        self.bt_MAC = '20:14:08:05:43:82'
        self.bt_port = 1
        self.bt_control = Car_Control(self.bt_MAC, self.bt_port)
        """
        	Connect all buttons, set their init state
        """
        self.btn_start.clicked.connect(self.start_preview)
        self.btn_stop.clicked.connect(self.stop_preview)
        self.btn_takePics.clicked.connect(self.take_pictures)
        self.btn_navigate.clicked.connect(self.navigate)

        self.btn_init()
        """
            Display ready message
        """

    def btn_init(self):
        """
    		Init the states of buttons
    	"""
        self.btn_start.setEnabled(True)
        self.btn_stop.setEnabled(False)
        # self.btn_takePics.setEnabled(False)
        self.btn_navigate.setEnabled(True)

    def start_preview(self):
        """
    		Set a server socket
    		Init a Client socket and connect to the raspberry ip
    		Send instruction to raspberry pi, and get ready to receive the video file
    		Start another thread which runs mplayer locally
    		Keep reading video data and pipe them to mplayer
    		Toggle buttons
    	"""
        self.server_video = Server(self.port_video)

        self.client_intr = Client(self.raspberry_ip, self.port_intr)
        self.client_intr.hand_shake('S' + self.local_ip)

        self.server_video.receive_file()

        self.mplayer_t = Threading_Mplayer(self.server_video)
        self.mplayer_t.start()

        self.btn_start.setEnabled(False)
        self.btn_stop.setEnabled(True)
        self.btn_takePics.setEnabled(True)

    def stop_preview(self):
        """
    		Send instruction to the raspberry pi to stop preview
    		Terminate the mplayer process and close the socket connection at the server side
    		Toggle buttons
    	"""
        self.client_intr = Client(self.raspberry_ip, self.port_intr)
        self.client_intr.hand_shake('P')

        self.mplayer_t.stop()
        self.server_video.close()

        self.btn_start.setEnabled(True)
        self.btn_stop.setEnabled(False)
        # self.btn_takePics.setEnabled(False)

    def take_pictures(self):
        """
    		Init Client socket and connect to the raspberry ip
    		Send instruction to raspberry pi
    		Check the return message from the raspberry pi, which means images transmitting is done
    		Conduct human detection and display the results on the image views
    		Toggle buttons and navigatable status
            cam0: left
            cam1: right
    	"""
        self.client_intr = Client(self.raspberry_ip, self.port_intr)
        self.client_intr.hand_shake('T' + self.local_ip)
        check_call([
            'scp', '-q', 'pi@' + self.raspberry_ip + ':~/cam0.jpeg',
            'pi@' + self.raspberry_ip + ':~/cam1.jpeg', './images/'
        ])
        self.name1 = './images/left_' + str(self.image_number) + '.jpeg'
        self.name2 = './images/right_' + str(self.image_number) + '.jpeg'
        os.rename('./images/cam0.jpeg', self.name1)
        os.rename('./images/cam1.jpeg', self.name2)

        self.image_number += 1

        # Calibration
        self.point_cloud.load_image(self.name1, self.name2)
        image_list = self.point_cloud.rectify_image()
        self.rectangle_coor_list = People_Detect.detect_image_list(
            image_list[:1], [self.name1])

        self._views_showImage(self.view_cam1, self.name1)
        self._views_showImage(self.view_cam0, self.name2)

        self.btn_navigate.setEnabled(True)
        self.navigatable = True

    def navigate(self):
        self.removeEventFilter(self)  # Disable key listerner here
        if self.navigatable:
            self._navigate()
        else:
            self.take_pictures()
            self._navigate()
        self.installEventFilter(self)  # Enable key listerner here

    def _navigate(self):

        if not self.rectangle_coor_list:
            print("Failed to find a person!")
            return

        disparity = self.point_cloud.get_disparity()
        cv2.imwrite("disparity" + str(self.image_number) + ".jpg", disparity)

        for rectangle_coor in self.rectangle_coor_list:
            x, y, w, h = rectangle_coor
            pad_w = int(0.15 * w)
            pad_h = int(0.15 * h)
            coor = [(x + pad_w, y + pad_h), (x + w - pad_w, y + pad_h),
                    (x + w - pad_w, y + h - pad_h), (x + pad_w, y + h - pad_h)]
            print(coor)
            coor_x, coor_y, coor_z = self.point_cloud.find_pos(coor)
            print(coor_x, coor_y, coor_z)

            if (-coor_z) > 16 and (-coor_z) < 35:
                break
        else:
            print("Failed to find the direction and distance")
            return

        # Center of the rectangle
        p = x + w / 2.0
        degree = self._get_degree(p)
        if degree > 25 or degree < -25:
            print("Failed to find the direction")
            return

        distance = self._get_distance(-coor_z, degree)

        self._naviagete_send_request(degree, distance)

    @staticmethod
    def _get_degree(p):
        degree = int(math.atan((p - 640) / 1269.8) / math.pi * 180.0)

        return degree

    @staticmethod
    def _get_distance(z, degree):
        # Take off the length of the car
        distance = 0.2576 * z - 1.4744

        return distance
        # return distance / (math.cos(degree * math.pi / 180.0))

    def _naviagete_send_request(self, degree, distance):
        t_distance = 1.2408 * distance + 0.2321

        if degree <= -1 and degree >= -23:
            self.bt_control.hand_shake(chr(97 - degree))
        elif degree >= 1 and degree <= 22:
            self.bt_control.hand_shake(chr(67 + degree))

        sleep(1)

        self.bt_control.forward()
        sleep(t_distance)
        self.bt_control.stop_motor()

    def _views_showImage(self, view, image):
        """
            Display image on the view widget
        """
        imageScene = QGraphicsScene()
        imageScene.addPixmap(QPixmap(image))

        view.setScene(imageScene)
        view.fitInView(imageScene.sceneRect(), Qt.KeepAspectRatio)
        view.show()

    def eventFilter(self, obj, event):
        """
            Listen and decode key board input: W, S, A, D
        """
        if event.type() == QEvent.KeyPress:
            self.btn_navigate.setEnabled(False)
            self.navigatable = False
            if event.key() == Qt.Key_W:
                self.bt_control.forward()
            elif event.key() == Qt.Key_S:
                self.bt_control.backward()
            elif event.key() == Qt.Key_A:
                self.bt_control.left()
            elif event.key() == Qt.Key_D:
                self.bt_control.right()
            elif event.key() == Qt.Key_Escape:
                self.bt_control.stop_motor()

            return True

        elif event.type() == QEvent.KeyRelease:
            if self.timer == True:
                self.timer = False
                self.t = Timer(0.2, self.stop_motor)
                self.t.start()
            else:
                self.t.cancel()
                self.t = Timer(0.2, self.stop_motor)
                self.t.start()
            return True

        else:
            return QObject.eventFilter(self, obj, event)

    def stop_motor(self):
        """
    		Stop the motor, reset timer, enable navigate button
    	"""
        self.bt_control.stop_motor()
        self.timer = True

        self.btn_navigate.setEnabled(True)