diff --git a/Code/Control/Laptop_Code/previous_high_level/main_keyboard.py b/Code/Control/Laptop_Code/previous_high_level/main_keyboard.py
deleted file mode 100644
index ce27fa6b8eae25e1b900a181115529b711b5b544..0000000000000000000000000000000000000000
--- a/Code/Control/Laptop_Code/previous_high_level/main_keyboard.py
+++ /dev/null
@@ -1,548 +0,0 @@
-import time
-import serial
-import pygame
-import simple_pid.PID as PID
-import cv2
-
-from constants import *
-
-global ml
-ml = 1
-if ml == 1:
-    import ball_detection.ball_detection as ball_detection
-
-# ========= Serial Port I/O ===========
-
-def serial_port_in(serial_port):
-    '''
-    Description:
-        Take all ESP32_Master serial port's printIn and take all necessary input object
-
-    Input:
-        serial_port     :    serial.Serail object
-
-    Output:
-        tx, ty, tz, rx, ry, rz, LIDAR_dist, DebugM
-    '''
-
-    # DEBUG Verbose
-    print("initiating one round of serial in ...")
-
-    for i in range(7):
-        line = serial_port.readline()
-        val = int(line.decode())
-
-        if   i == 0:
-            tx = val
-        elif i == 1:
-            ty = val
-        elif i == 2:
-            tz = val
-        elif i == 3:
-            rx = val
-        elif i == 4:
-            ry = val
-        elif i == 5:
-            rz = val
-        elif i == 6:
-            LIDAR_dist = val
-
-    line = serial_port.readline()
-    debugM = line.decode()
-
-    # DEBUG Verbose
-    print("tx:{}".format(tx))
-    print("ty:{}".format(ty))
-    print("tz:{}".format(tz))
-    print("rx:{}".format(rx))
-    print("ry:{}".format(ry))
-    print("rz:{}".format(rz))
-    print("dist:{}".format(LIDAR_dist))
-    print(debugM)
-
-    return tx, ty, tz, rx, ry, rz, LIDAR_dist, debugM
-
-
-def serial_port_out(serial_port, pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4):
-    '''
-    Description:
-        Feed to ESP32_Master to send ESP32_Slave necessary information
-        the format of sending is pwm are 3 digit space
-
-    Input:
-        serial_port                                     :   serial.Serail object
-        pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4  :   variables to send
-
-    Output:
-        None
-    '''
-    output_message = ''
-
-    for pwm_itr in [pwm1, pwm2, pwm3, pwm4]:
-        # print(pwm_itr)
-        if len(str(pwm_itr)) == 2:
-            output_message += '0'
-        elif len(str(pwm_itr)) == 1:
-            output_message += '00'
-        output_message += str(pwm_itr)
-        print(pwm_itr)
-
-    output_message = output_message + dir1 + dir2 +  dir3 +  dir4 + '\n'
-    print("serial out ...")
-    print(output_message)
-    serial_port.write(output_message.encode())
-
-
-# ====== Logic-directing Functions ====
-def ball_detect(gbx, gby):
-    '''
-    return True if green ball is detected
-    '''
-    if gbx == -1 and gby == -1:
-        return False
-    else:
-        return True
-
-def goal_detect(tx,ty):
-    '''
-    return True if April Tag is detected
-    '''
-    if tx == 0 and ty == 0:
-        return False
-    else:
-        return True
-
-def ball_capture(LIDAR_dist):
-    '''
-    return True if April Tag is detected
-    '''
-    if (LIDAR_dist < LIDAR_Thres) and (LIDAR_dist > 0):  # Ball captured
-        return True
-    else:
-        return False
-
-def stop_all():
-    pwm1, pwm2, pwm3, pwm4 = 0 , 0 , 0 , 0
-    dir1, dir2, dir3, dir4 = '+', '-', '+', '-'
-    return pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4
-
-def move2goal(tx, ty):
-    """
-    Description:
-        Given the center of the AT tx, ty. Call PID control to output the blimp
-        motor to manuver to the goal
-
-    Input:
-        tx    :    x component, center of April Tag
-        ty    :    y component, center of Aprol Tag
-
-    Output:
-        pwm1, pwm2, pwm3, pwm4
-        dir1, dir2, dir3, dir4
-    """
-    inputx = tx / 1.00
-    inputy = -1.00 * (ty + AT_goal_Delta) / 1.00 #
-
-    # April Tag Center
-    setpoint_x1 = 0.0
-    setpoint_y1 = 0.0
-
-    pid_x = PID(kdx_g, kix_g, kpx_g, setpoint = setpoint_x1)
-    pid_y = PID(kdx_g, kiy_g, kpy_g, setpoint = setpoint_y1)
-
-    pid_x.auto_mode = True
-    pid_x.set_auto_mode(True, last_output = 8.0)
-    pid_x.output_limits = (-255,255)
-    pid_y.output_limits = (-255,255)
-
-    outputx = pid_x(inputx)
-    outputy = pid_y(inputy)
-
-    # Vertical
-    pwm1 = abs(outputy)
-    pwm2 = abs(outputy)
-
-    if(outputy > 0):
-        dir1 = '-'
-        dir2 = '-'
-    else:
-        dir1 = '+'
-        dir2 = '+'
-
-    # Horizontal
-    lspeed = -1 * outputx + base_speed
-    rspeed =  1 * outputx + base_speed
-    pwm3 = abs(lspeed)
-    pwm4 = abs(rspeed)
-    if (lspeed > 0):
-        dir3 = '+'
-    else:
-        dir3 = '-'
-    if (rspeed > 0):
-        dir4 = '+'
-    else:
-        dir4 = '-'
-
-    return int(pwm1), int(pwm2), int(pwm3), int(pwm4), dir1, dir2, dir3, dir4
-
-
-def seeking():
-    """
-    Description:
-        By default, when there ball is not determined capture, the manuver of the
-        motors to have it scan its surronding 360 degrees
-
-    Input:
-        none
-
-    Output:
-        pwm1, pwm2, pwm3, pwm4
-        dir1, dir2, dir3, dir4
-    """
-    pwm1, pwm2, pwm3, pwm4 = 0 , 0 , seeking_speed , seeking_speed
-    dir1, dir2, dir3, dir4 = '+', '+', '+', '-'
-
-    return int(pwm1), int(pwm2), int(pwm3), int(pwm4), dir1, dir2, dir3, dir4
-
-
-def move2ball(gbx, gby, gb_dist):
-    """
-    Description:
-        Given the center of x y dist of green ball detected. Call PID control to
-        output the blimp motor to manuver to the green ball
-
-    Input:
-        gbx     :  x component, center of green ball
-        gby     :  y component, center of green ball
-        gb_dist :  distance to green ball
-
-    Output:
-        pwm1, pwm2, pwm3, pwm4
-        dir1, dir2, dir3, dir4
-    """
-    inputx = gbx / 1.00
-    inputy = gby / 1.00
-
-    # ESP-Cam Center
-    setpoint_x = 400
-    setpoint_y = 300
-
-    pid_x = PID(kpx, kix, kdx, setpoint = setpoint_x)
-    pid_y = PID(kpy, kiy, kdy, setpoint = setpoint_y)
-
-    pid_x.auto_mode = True
-    pid_x.set_auto_mode(True, last_output = 8.0)
-    pid_x.output_limits = (-255,255)
-    pid_y.output_limits = (-255,255)
-
-    outputx = pid_x(inputx)
-    outputy = pid_y(inputy)
-
-    # Vertical
-    pwm1 = abs(outputy)
-    pwm2 = abs(outputy)
-
-    if(outputy > 0):
-        dir1 = '+'
-        dir2 = '+'
-    else:
-        dir1 = '-'
-        dir2 = '-'
-
-    # Horizontal
-    lspeed = -1 * outputx + base_speed
-    rspeed =  1 * outputx + base_speed
-    pwm3 = min(abs(lspeed), 255)
-    pwm4 = min(abs(rspeed), 255)
-    if (lspeed > 0):
-        dir3 = '+'
-    else:
-        dir3 = '-'
-    if (rspeed > 0):
-        dir4 = '+'
-    else:
-        dir4 = '-'
-
-    return int(pwm1), int(pwm2), int(pwm3), int(pwm4), dir1, dir2, dir3, dir4
-
-
-#  =========== Main Control ===========
-def main_control(gbx, gby, gb_dist, tx, ty, tz, rx, ry, rz, LIDAR_dist, debugM):
-    '''
-    Description:
-        Given green ball information and AT information, the main control logic
-        to manuver the blimp motors
-
-    Input:
-        gbx, gby, gb_dist                   :   green ball information
-        tx, ty, tz, rx, ry, rz, LIDAR_dist  :   AirTag information
-        debugM                              :   Debug Message
-
-    Output:
-        pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4  :   Blimp motor manuver parameters
-    '''
-    # placeholder
-    pwm1, pwm2, pwm3, pwm4 = 0 , 0 , 0 , 0
-    dir1, dir2, dir3, dir4 = '+', '-', '+', '-'
-
-    ballDetect  = ball_detect(gbx, gby)
-    ballCapture = ball_capture(LIDAR_dist)
-    goalDetect  = goal_detect(tx, ty)
-    ballCapture = 1
-    if ballCapture: # Ball captured
-        if goalDetect:  # Goal detected
-            # stop_all()  # Debug
-            pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4 = move2goal(tx, ty)
-        else:  # Goal not detected
-            # stop_all()  # Debug
-            pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4 = seeking()
-    else:  # Ball not captured
-        if ballDetect:  # Ball detected
-            pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4 = move2ball(gbx,gby,gb_dist)
-        else:  # Ball not detected
-            # stop_all()  # Debug
-            pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4 = seeking()
-
-    return pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4
-
-# ============= keyboard interruption ===================
-
-def init():
-    pygame.init()
-    win= pygame.display.set_mode((200,200))
-
-def keyboard_stop(flag_s,print_count_s):
-
-    if get_key('q'):
-        flag_s = 0
-        print_count_s = 1
-    return flag_s,print_count_s
-
-def get_key(keyname):
-    ans = False
-    for eve in pygame.event.get(): pass
-    keyInput = pygame.key.get_pressed()
-    myKey = getattr(pygame,'K_{}'.format(keyname))
-
-    if keyInput[myKey]:
-        ans = True
-    pygame.display.update()
-    return ans
-
-def auto_control(serial_port,gbx, gby, gb_dist, tx, ty, tz, rx, ry, rz, LIDAR_dist, debugM):
-    # ===== STEP 1: TAKE ALL INPUT =====
-    # gbx, gby, gb_dist = ball_detection.detectLive(model, minDetectionScore, showSight = True)
-    line = serial_port.readline()
-
-    if line == b'SERIAL_IN_START\r\n':
-        tx, ty, tz, rx, ry, rz, LIDAR_dist, debugM = serial_port_in(serial_port)
-        print("gbx,gby:{},{}".format(gbx, gby))
-        time.sleep(waitTime)
-
-    # ===== STEP 2: MAIN CONTROL LOOP =====
-    pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4 = main_control(gbx, gby, gb_dist, tx, ty, tz, rx, ry, rz, LIDAR_dist,
-                                                                  debugM)
-
-    # ===== STEP 3: FEED ALL OUTPUT =====
-    serial_port_out(serial_port, pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4)
-
-    time.sleep(waitTime)
-
-def decode_ctl(Ctl_com):
-    pwm1 = Ctl_com[0]
-    pwm2 = Ctl_com[1]
-    pwm3 = Ctl_com[2]
-    pwm4 = Ctl_com[3]
-    dir1 = Ctl_com[4]
-    dir2 = Ctl_com[5]
-    dir3 = Ctl_com[6]
-    dir4 = Ctl_com[7]
-    return pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4
-
-def manual_command(val1,val2,val3,val4,sign1,sign2,sign3,sign4):
-    pwm1 = val1
-    pwm2 = val2
-    pwm3 = val3
-    pwm4 = val4
-    dir1 = sign1
-    dir2 = sign2
-    dir3 = sign3
-    dir4 = sign4
-    return pwm1,pwm2,pwm3,pwm4,dir1,dir2,dir3,dir4
-
-def manual_control(Ctl_com,serial_port):
-
-    if get_key("w"):
-        val = start_speed
-        Ctl_com = manual_command(val, val, 0, 0, "+", "+", "+", "+")
-
-    elif get_key("s"):
-        val = start_speed
-        Ctl_com = manual_command(val, val, 0, 0, "-", "-", "+", "+")
-
-    if get_key("UP"):
-        val = start_speed
-
-        Ctl_com = manual_command(0, 0, val, val, "+", "+", "+", "+")
-    elif get_key("DOWN"):
-        val = start_speed
-        Ctl_com = manual_command(0, 0, val, val, "+", "+", "-", "-")
-
-    elif get_key("LEFT"):
-        val = start_speed
-        Ctl_com = manual_command(0, 0, val, val, "+", "+", "-", "+")
-
-    elif get_key("RIGHT"):
-        val = start_speed
-        Ctl_com = manual_command(0, 0, val, val, "+", "+", "+", "-")
-
-    pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4 = decode_ctl(Ctl_com)
-
-    waitTime = 0.05
-    # changed
-    gbx, gby, gb_dist = ball_detection.detectLive(model, minDetectionScore, showSight = True)
-
-    serial_port_out(serial_port, pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4)
-
-    time.sleep(waitTime)
-
-
-def dynamic_variable(str_name_v):
-
-    global start_speed
-    global kpx,kix,kdx
-    global kpy,kiy,kdy
-    global kpx_g,kix_g,kdx_g
-    global kpy_g,kiy_g,kdy_g
-
-    if str_name_v == "kpx":
-        kpx = input("Enter your value: ")
-        print("kpx:{}".format(kpx))
-    elif str_name_v == "kix":
-        kix = input("Enter your value: ")
-        print("kix:{}".format(kix))
-    elif str_name_v == "kdx":
-        kdx = input("Enter your value: ")
-        print("kdx:{}".format(kdx))
-    elif str_name_v == "stsp":
-        start_speed = input("Enter your value: ")
-        print("start_speed:{}".format(start_speed))
-    elif str_name_v == "kpy":
-        kpx = input("Enter your value: ")
-        print("kpy:{}".format(kpy))
-    elif str_name_v == "kiy":
-        kix = input("Enter your value: ")
-        print("kiy:{}".format(kiy))
-    elif str_name_v == "kdy":
-        kdx = input("Enter your value: ")
-        print("kdy:{}".format(kdy))
-    if str_name_v == "kpx":
-        kpx = input("Enter your value: ")
-        print("kpx:{}".format(kpx))
-    elif str_name_v == "kix_g":
-        kix = input("Enter your value: ")
-        print("kix_g:{}".format(kix_g))
-    elif str_name_v == "kdx":
-        kdx = input("Enter your value: ")
-        print("kdx_g:{}".format(kdx_g))
-    elif str_name_v == "kpy_g":
-        kpx = input("Enter your value: ")
-        print("kpy_g:{}".format(kpy_g))
-    elif str_name_v == "kiy_g":
-        kix = input("Enter your value: ")
-        print("kiy_g:{}".format(kiy_g))
-    elif str_name_v == "kdy_g":
-        kdx = input("Enter your value: ")
-        print("kdy_g:{}".format(kdy_g))
-
-def variables_change_once():
-
-    str_name = input("Enter your variable: ")
-    dynamic_variable(str_name)
-
-def auto_init(init_count,gbx, gby, gb_dist, tx, ty, tz, rx, ry, rz, LIDAR_dist, debugM):
-    if ml == 1:
-        gbx, gby, gb_dist = ball_detection.detectLive(model, minDetectionScore, showSight = True)
-    pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4 = main_control(gbx, gby, gb_dist, tx, ty, tz, rx, ry, rz, LIDAR_dist, debugM)
-    serial_port_out(serial_port, pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4)
-    init_count += 1
-    return init_count
-# ===== Main Function =====
-if __name__ == '__main__':
-    # =========== SET UP ============
-    # Defining Variables for ESP 32 Serial I/O
-    PORT = "COM6" # Based on your own serial port number
-    serial_port = serial.Serial(PORT, 115200)
-    serial_port.close()
-    serial_port.open()
-
-    # Weit Time
-    waitTime = 0.05
-
-    # Loading the PyTorch ML model for ball detection
-    if ml == 1:
-        model = ball_detection.returnModel(device, labelSet, modelLoc, modelFile)
-
-    # =========== DECLARE VARIABLES ===========
-    # ESP CAM In
-    global gbx,gby,gb_dist
-    gbx, gby  = -1, -1   # by default (-1 means no found green ball)
-    gb_dist = -1         # by default (-1 means no found green ball)
-
-    # Serial Port In
-    tx, ty, tz = 100000, 100000, 100000  # by default (0 means no found AirTag)
-    rx, ry, rz = 0, 0, 0
-    LIDAR_dist = 0
-    debugM = 'Testing'
-
-    # Serial Port Out
-    pwm1, pwm2, pwm3, pwm4 = 0 , 0 , 0 , 0   # Not moving
-    dir1, dir2, dir3, dir4 = '+', '+', '+', '+'
-
-    # Trigger the ESP32_SLAVE to talk first
-
-
-    Ctl_com = [0, 0, 0, 0, "+", "+", "+", "+"]
-    flag = 0
-    print_count = 1
-    init_count = 0
-    global start_speed
-    start_speed = 70
-
-    init()
-    # =========== LOOP FOREVER===========
-    while True:
-
-        if get_key('a'):
-            flag = 1
-            while (flag == 1):
-                if init_count == 0:
-                     init_count = auto_init(init_count,gbx, gby, gb_dist, tx, ty, tz, rx, ry, rz, LIDAR_dist, debugM)
-
-                auto_control(serial_port,gbx, gby, gb_dist, tx, ty, tz, rx, ry, rz, LIDAR_dist, debugM)
-                flag, print_count = keyboard_stop(flag,print_count)
-
-        elif get_key('s'):
-            pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4 = stop_all()
-            serial_port_out(serial_port, pwm1, pwm2, pwm3, pwm4, dir1, dir2, dir3, dir4)
-            print("stop all motors")
-
-        elif get_key('m'):
-            flag = 2
-            while (flag == 2):
-                manual_control(Ctl_com,serial_port)
-                flag, print_count = keyboard_stop(flag,print_count)
-
-        elif get_key('v'):
-            flag = 3
-            while (flag == 3):
-                variables_change_once()
-                flag = 0
-                print_count = 1
-
-        elif get_key('k'):
-            break
-
-        if print_count is not 0:
-            print("No subsystem is running")
-            print_count = 0