--- a
+++ b/Inference/PyQT_Plot.py
@@ -0,0 +1,348 @@
+from pyqtgraph.Qt import QtGui, QtCore, QtWidgets
+import pyqtgraph as pg
+import numpy as np
+import sys 
+import tkinter as tk
+
+
+def create_dashboard(data, peaks,all_hr, all_br):
+    """[summary]
+    
+    Arguments:
+        data {numpy.ndarray} -- ECG plot
+        peaks {list} -- R peaks
+        all_hr {list} -- Heart rate per minute
+        all_br {list} -- Breathing rate per minute
+    """
+    global i, rpindex, win, rpeakx, rpeaky, hr, br, hrslid, brslid, slidflaghr, slidflagbr, slidPoshr, slidPosbr, hrindex, chk, chkbr, popflag, trigflag, popwind
+  
+    class KeyPressWindow(pg.GraphicsLayoutWidget):
+        sigKeyPress = QtCore.pyqtSignal(object)
+        def keyPressEvent(self, ev):
+            self.scene().keyPressEvent(ev)
+            self.sigKeyPress.emit(ev)
+
+    def keyPressed(evt):
+        if evt.key() == QtCore.Qt.Key_P:
+            timer.stop()
+        if evt.key() == QtCore.Qt.Key_S:
+            timer.start()
+    
+    timer = QtCore.QTimer()
+    app = QtGui.QApplication(sys.argv)
+    
+    mscreen = KeyPressWindow()
+    mscreen.sigKeyPress.connect(keyPressed)
+    mscreen.show()
+    mscreen.resize(tk.Tk().winfo_screenwidth(), tk.Tk().winfo_screenheight())
+    
+    popwind = QtWidgets.QMessageBox()
+    popwind.setIcon(QtWidgets.QMessageBox.Critical)
+    popwind.setWindowTitle("WARNING/COURSE OF ACTION")
+    popwind.setFont(QtGui.QFont("sans-serif", 16))
+    changingLabel = QtGui.QLabel()
+
+    #########IDENTIFIERS###################
+
+    rpindex = 0
+    win = 37
+    hrindex = 37
+    slidPoshr = 0.5
+    slidPosbr = 0.5
+    popflag = 0 
+    trigflag = 1
+    ecg = []
+    slidflaghr = 0
+    slidflagbr = 0
+    hr = all_hr[hrindex]
+    br = all_br[hrindex]
+   ############ECG PLOT#############
+
+    rpeaks = pg.ScatterPlotItem(size=10, pen=pg.mkPen(0.5), brush=pg.mkBrush(0, 0, 255, 120))
+    ecgwind = mscreen.addPlot(row = 0, col = 0, colspan = 3)
+    ecgwind.hideAxis('left')
+    ecgwind.hideAxis('bottom')
+    plt_grid = pg.GridItem()
+    ecgbg = ecgwind.getViewBox()
+    ecgbg.setBackgroundColor((255, 255, 255))
+    curve_ecg = ecgwind.plot( pen=pg.mkPen((0, 0, 0), width=1))
+    ecgwind.addItem(curve_ecg)
+    ecgwind.addItem(rpeaks)
+    ecgwind.addItem(plt_grid)
+
+    #####################################3
+
+    #####HEART RATE#############
+    curvex1 = np.linspace(-5, 5, 10)
+    curvey1 = np.sin(curvex1) / curvex1
+
+    hrwind = mscreen.addPlot(row = 1, col = 0)
+    hrwind.plot(x = curvex1, y = curvey1, pen=(255, 255, 255))
+    
+    hrbg = hrwind.getViewBox()
+    hrbg.setBackgroundColor((255, 255, 255))
+
+    fileNamehr = '../images/HR.jpg'
+    imghr = pg.QtGui.QGraphicsPixmapItem(pg.QtGui.QPixmap(fileNamehr))
+    imghr.scale(1, -1)
+    
+    hrwind.hideAxis('left')
+    hrwind.hideAxis('bottom') 
+    hrwind.addItem(imghr)
+
+    hrval = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5))
+    fonthrval = changingLabel.font()
+    fonthrval.setPointSize(86)
+    hrval.setFont(fonthrval)
+    fonthrval.setPointSize(40)
+
+    texthr = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5))
+    fonthr = changingLabel.font()
+    fonthr.setPointSize(40)
+    texthr.setFont(fonthr)
+    texthr.setText("HR")
+    texthr.setPos(130, curvey1.max()/2 - 220)
+    
+    hrwind.addItem(hrval) 
+    hrwind.addItem(texthr) 
+    
+    #################################
+    
+    #####BREATHING RATE#############
+    curvex2 = np.linspace(-5, 5, 10)
+    curvey2 = np.sin(curvex2) / curvex2
+    
+    brwind = mscreen.addPlot(row = 1, col = 1)
+    brwind.plot(x = curvex2,y = curvey2, pen=(255, 255, 255))
+
+    brbg = brwind.getViewBox()
+    brbg.setBackgroundColor((255, 255, 255))
+    
+    filebr = '../images/BR.jpg'
+    imgbr = pg.QtGui.QGraphicsPixmapItem(pg.QtGui.QPixmap(filebr))
+    imgbr.scale(1, -1)
+    brwind.addItem(imgbr)
+    brwind.hideAxis('left')
+    brwind.hideAxis('bottom') 
+
+    brval = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5))
+    font1 = changingLabel.font()
+    font1.setPointSize(86)
+    brval.setFont(font1)
+    
+    textbr = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5))
+    fontbr = changingLabel.font()
+    fontbr.setPointSize(40)
+    textbr.setFont(fontbr)
+    textbr.setText("BR")
+    textbr.setPos(130, curvey2.max()/2 - 220)
+
+    brwind.addItem(brval) 
+    brwind.addItem(textbr) 
+    #################################
+    
+
+    ###### SLIDER #############
+    slidwind = mscreen.addPlot(row = 1, col = 2)
+    slidbg = slidwind.getViewBox()
+    slidbg.setBackgroundColor((255, 255, 255))
+    curvex3 = np.linspace(0, 860, 2)
+    curvey3 = [-158 for x in curvex3]
+
+    fileslider = '../images/Slider.jpg'
+    imgslid = pg.QtGui.QGraphicsPixmapItem(pg.QtGui.QPixmap(fileslider))
+    imgslid.scale(1, -1)
+    slidwind.addItem(imgslid)
+
+    linehr = slidwind.plot(x = curvex3,y = curvey3, pen=(255, 255, 255))
+    hrslid = pg.CurvePoint(linehr)
+    slidwind.addItem(hrslid)
+
+    texthr1 = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5))
+    fonthr1 = changingLabel.font()
+    fonthr1.setPointSize(40)
+    texthr1.setFont(fonthr1)
+    texthr1.setText("HR")
+    texthr1.setPos(320, curvey1.max() - 270)
+
+    slidwind.addItem(texthr1) 
+    arrowhr = pg.ArrowItem(angle=90)
+    arrowhr.setStyle(headLen = 30)
+    arrowhr.setParentItem(hrslid)
+    hrslid.setPos(slidPoshr) 
+
+    curvey4 = [-465 for x in curvex3]
+    linebr = slidwind.plot(x = curvex3 ,y = curvey4 , pen=(255, 255, 255))
+    brslid = pg.CurvePoint(linebr)
+    slidwind.addItem(brslid)
+
+    textbr1 = pg.TextItem(color = (0,0,0), anchor=(-0.3,0.5))
+    fontbr1 = changingLabel.font()
+    fontbr1.setPointSize(40)
+    textbr1.setFont(fontbr1)
+    textbr1.setText("BR")
+    textbr1.setPos(320, curvey1.max() - 570)
+
+    slidwind.addItem(textbr1) 
+    arrowbr = pg.ArrowItem(angle=90)
+    arrowbr.setStyle(headLen = 30)
+    arrowbr.setParentItem(brslid)
+    brslid.setPos(slidPosbr) 
+
+    slidwind.hideAxis('left')
+    slidwind.hideAxis('bottom')   
+    ##########################
+
+    rpeakx = [x for x in peaks[win] if x <= 1000]
+    rpeaky = [float(data[win][y]) for y in rpeakx]
+    chk = 1
+    chkbr = 1
+    for i in range(1,1001):
+        ecg.append(float(data[win][i]))
+    rpindex = len(rpeakx)
+   
+    def update():
+        global i, win, rpindex, rpeakx, rpeaky, hr, br, hrslid, brslid, slidflaghr, slidflagbr, slidPoshr, slidPosbr, hrindex, chk, chkbr, popflag, trigflag, popwind
+        
+        rpeaks.clear()
+        ecg.pop(0)
+  
+        if(len(rpeakx)!=0 and rpeakx[0] < 1):
+            rpeakx.pop(0)
+            rpeaky.pop(0)
+        rpeakx = [x-1 for x in rpeakx]
+        
+        if(i+1<len(data[win])):
+            i += 1
+            if(rpindex < len(peaks[win]) and i == peaks[win][rpindex]):
+                rpindex += 1
+                rpeakx.append(1000)
+                rpeaky.append(data[win][i])        
+        else:
+            rpindex = 0 
+            win += 1
+            i = 0
+      
+        if 100 <= hr <110:
+            meterhr = -1
+            slidflaghr = 1
+        elif hr < 100:
+            popflag = 1
+            meterhr = -2
+            slidflaghr = 1
+        elif 150 < hr < 160:
+            meterhr = 1
+            slidflaghr = 1
+        elif hr >= 160:
+            popflag = 1
+            meterhr = 2
+            slidflaghr = 1  
+        else:
+            if(slidPoshr != 0.5):
+                slidflaghr = 1
+                meterhr = 0
+        if br > 45:
+            popflag = 1
+            slidflagbr = 1
+            meterbr = 2
+
+        if popflag == 1 and trigflag == 1:
+            trigflag = 0
+            if hr >= 160:
+                popwind.setText("Heart Rate High\nSeek medical attention if high heart rate persists")
+            elif hr <= 110:
+                popwind.setText("Heart Rate Low\nSeek medical attention if low heart rate persists")
+            else:
+                popwind.setText("Breathing Rate Abnormal\nSeek medical attention if following symptoms are displayed:\n1) Blueness\n2) Severe chest indrawing")
+            
+            popwind.show()
+        
+        if slidflaghr == 1 and chk == 1:
+            
+            slidDest, direct = slider(meterhr, slidPoshr)
+            slidPoshr += direct * 0.002
+            
+            if(direct == -1):
+                if slidPoshr <= slidDest:
+                    slidflaghr = 0
+                    chk = 0
+            elif(direct == 1):
+                if slidPoshr >= slidDest:
+                    slidflaghr = 0
+                    chk = 0
+            hrslid.setPos(slidPoshr)    
+
+        if slidflagbr == 1 and chkbr == 1:
+            slidDestbr, directbr = slider(meterbr, slidPosbr)
+            slidPosbr += directbr * 0.002
+            if(directbr == -1):
+                if slidPosbr <= slidDestbr:
+                    slidflagbr = 0
+                    chkbr = 0
+            elif(directbr == 1):
+                if slidPosbr >= slidDestbr:
+                    slidflagbr = 0
+                    chkbr = 0
+            brslid.setPos(slidPosbr)  
+
+        ecg.append(float(data[win][i]))
+        rpkx = [x - 1 for x in rpeakx]
+        rpky = rpeaky
+     
+        if i % 2500 == 0:
+            
+            hrindex += 1
+            hr = all_hr[hrindex] - 15
+            br = all_br[hrindex] + 31
+            chk = 1
+            chkbr = 1
+            trigflag = 1
+            
+        hrval.setText('{} ' .format(hr))
+        brval.setText('{} ' .format(br))
+        popflag = 0
+        
+        if hr<100:
+            hrval.setPos(95, -159.5253)
+        else:
+            hrval.setPos(60, -159.5253)
+
+        brval.setPos(95, -159.5253)
+        rpeaks.addPoints(x = rpkx, y = rpky)
+        curve_ecg.setData(ecg)
+
+    def slider(meter, slidPoshr):
+
+        if meter == -2:
+            slidDest = 0
+            direct = -1
+        elif meter == -1:
+            slidDest = 0.25
+            if slidPoshr>0.5:
+                direct = -1
+            elif slidPoshr<0.5:
+                direct = 1
+            direct = -1
+        elif meter == 1:
+            slidDest = 0.75
+            if slidPoshr>0.5:
+                direct = -1
+            elif slidPoshr<0.5:
+                direct = 1
+        elif meter == 2:
+            slidDest = 1
+            direct = 1
+        elif meter == 0:
+            slidDest = 0.5
+            if slidPoshr>0.5:
+                direct = -1
+            elif slidPoshr<0.5:
+                direct = 1
+
+        return slidDest, direct
+        
+    timer.timeout.connect(update)
+    timer.start(5)
+
+    if (sys.flags.interactive != 1) or not hasattr(QtCore, 'PYQT_VERSION'):
+        QtGui.QApplication.instance().exec_()
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