main cpy
| 
						 | 
				
			
			@ -1,20 +1,41 @@
 | 
			
		|||
from espmega_mqtt import ESPMegaMQTT
 | 
			
		||||
from espmega.espmega_r3 import ESPMega_standalone as ESPMega
 | 
			
		||||
from time import sleep
 | 
			
		||||
 | 
			
		||||
class access_control:
 | 
			
		||||
    def __init__(self):
 | 
			
		||||
        self.plc = ESPMegaMQTT()
 | 
			
		||||
        pass
 | 
			
		||||
        self.plc = ESPMega("/facescan","192.168.0.239",1883)
 | 
			
		||||
    
 | 
			
		||||
 | 
			
		||||
    # def light_on(self):
 | 
			
		||||
    #     self.plc.analog_write(0,1,4095)
 | 
			
		||||
    # def light_off(self):
 | 
			
		||||
    #     self.plc.analog_write(0,0,4095)
 | 
			
		||||
    # def get_door_state(self) -> bool:
 | 
			
		||||
    #     return self.plc.digital_read(0)
 | 
			
		||||
    # def get_scan_state(self) -> bool:
 | 
			
		||||
    #     return self.plc.digital_read(1)
 | 
			
		||||
    # def lock_door(self):
 | 
			
		||||
    #     if(self.get_door_state()):
 | 
			
		||||
    #       self.plc.analog_write(1,1,4095)  
 | 
			
		||||
        
 | 
			
		||||
    # def unlock_door(self):
 | 
			
		||||
    #     self.plc.analog_write(1,0,4095)
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
    def light_on(self):
 | 
			
		||||
        self.plc.write_pwm(0,1,4095)
 | 
			
		||||
    def light_off(self):
 | 
			
		||||
        self.plc.write_pwm(0,0,4095)
 | 
			
		||||
    def get_door_state(self) -> bool:
 | 
			
		||||
        return self.plc.read_digital(0)
 | 
			
		||||
    def get_scan_state(self) -> bool:
 | 
			
		||||
        return self.plc.read_digital(1)
 | 
			
		||||
    def lock_door(self):
 | 
			
		||||
        self.plc.write_pwm(1,1,4095)
 | 
			
		||||
    def unlock_door(self):
 | 
			
		||||
        self.plc.write_pwm(1,0,4095)
 | 
			
		||||
        return self.plc.digital_read(1)
 | 
			
		||||
 | 
			
		||||
    def lock_door(self): #if door close, lock the door.
 | 
			
		||||
        if(self.plc.digital_read(0)):
 | 
			
		||||
            self.plc.analog_write(0,1,4095)
 | 
			
		||||
 | 
			
		||||
    
 | 
			
		||||
    def unlock_door(self): #if door close, unlock the door.
 | 
			
		||||
        if(self.plc.digital_read(0)):
 | 
			
		||||
            self.plc.analog_write(0,0,4095)
 | 
			
		||||
    
 | 
			
		||||
    def get_door_state(self) -> bool:
 | 
			
		||||
        return self.plc.digital_read(0)
 | 
			
		||||
 | 
			
		||||
    def activate_alarm():
 | 
			
		||||
        self.plc.analog_write(1,1,4095)
 | 
			
		||||
| 
						 | 
				
			
			@ -31,7 +31,7 @@ class Database:
 | 
			
		|||
        statement = (f'SELECT * FROM students WHERE imagefile=\"{filename}\"')
 | 
			
		||||
        self.cursor.execute(statement)
 | 
			
		||||
        result = self.cursor.fetchone()
 | 
			
		||||
        if len(result) == 0:
 | 
			
		||||
        if result == None:
 | 
			
		||||
            return None
 | 
			
		||||
        student = Student(result[0],result[1],result[2],result[3])
 | 
			
		||||
        return student
 | 
			
		||||
| 
						 | 
				
			
			@ -39,7 +39,7 @@ class Database:
 | 
			
		|||
        statement = (f'SELECT * FROM parents WHERE imagefile=\"{filename}\"')
 | 
			
		||||
        self.cursor.execute(statement)
 | 
			
		||||
        result = self.cursor.fetchone()
 | 
			
		||||
        if len(result) == 0:
 | 
			
		||||
        if result == None:
 | 
			
		||||
            return None
 | 
			
		||||
        parent = Parent(result[0],result[1],result[2],result[3])
 | 
			
		||||
        return parent
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
| 
						 | 
				
			
			@ -1,16 +1,32 @@
 | 
			
		|||
import serial
 | 
			
		||||
class Display:
 | 
			
		||||
    def __init__(self, serial_port: str) -> None:
 | 
			
		||||
        self.serial_adapter = serial.Serial(serial_port,baudrate=115200)
 | 
			
		||||
        self.serial_adapter =  serial.Serial(
 | 
			
		||||
    port=serial_port,
 | 
			
		||||
    baudrate =115200,           
 | 
			
		||||
    parity=serial.PARITY_NONE,
 | 
			
		||||
    stopbits=serial.STOPBITS_ONE,
 | 
			
		||||
    bytesize=serial.EIGHTBITS,
 | 
			
		||||
    timeout=1)
 | 
			
		||||
        self.send_stop_bit()
 | 
			
		||||
        self.reset_device()
 | 
			
		||||
    def set_page(self, page):
 | 
			
		||||
        command = f'page {page}'.encode("ascii")
 | 
			
		||||
        self.serial_adapter.write(command)
 | 
			
		||||
        self.send_stop_bit()
 | 
			
		||||
        command = f'page {page}'
 | 
			
		||||
        self.send_command(command)
 | 
			
		||||
    def set_string(self, field, text):
 | 
			
		||||
        command = f'{field}="{text}"'.encode("ascii")
 | 
			
		||||
        command = f'{field}="{text}"'
 | 
			
		||||
        self.send_command(command)
 | 
			
		||||
    def send_stop_bit(self):
 | 
			
		||||
        self.serial_adapter.write(self.get_stop_bit())
 | 
			
		||||
    def send_command(self, command: str):
 | 
			
		||||
        command = bytes(command, 'ascii')
 | 
			
		||||
        self.serial_adapter.write(command)
 | 
			
		||||
        self.send_stop_bit()
 | 
			
		||||
    def send_stop_bit(self):
 | 
			
		||||
        self.serial_adapter.write(0xFF)
 | 
			
		||||
        self.serial_adapter.write(0xFF)
 | 
			
		||||
        self.serial_adapter.write(0xFF)
 | 
			
		||||
    def get_stop_bit(self) -> bytearray:
 | 
			
		||||
        stop_bit = bytearray()
 | 
			
		||||
        stop_bit.append(0xFF)
 | 
			
		||||
        stop_bit.append(0xFF)
 | 
			
		||||
        stop_bit.append(0XFF)
 | 
			
		||||
        return stop_bit
 | 
			
		||||
    def reset_device(self):
 | 
			
		||||
        self.send_command("rest")
 | 
			
		||||
| 
						 | 
				
			
			@ -1,25 +0,0 @@
 | 
			
		|||
import paho.mqtt.client as pahomqtt
 | 
			
		||||
BROKER = "192.168.0.239"
 | 
			
		||||
BASE_TOPIC = "/facescan"
 | 
			
		||||
class ESPMegaMQTT:
 | 
			
		||||
    input_buffer = [0]*16
 | 
			
		||||
    mqtt: pahomqtt.Client
 | 
			
		||||
    def __init__(self) -> None:
 | 
			
		||||
        self.mqtt = pahomqtt.Client(client_id="pyfacescan")
 | 
			
		||||
        self.mqtt.connect(host=BROKER,port=1883,keepalive=60)
 | 
			
		||||
        self.mqtt.subscribe(f'{BASE_TOPIC}/input/#')
 | 
			
		||||
        self.mqtt.on_message=self.handle_message
 | 
			
		||||
        self.request_state()
 | 
			
		||||
        self.mqtt.loop_start()
 | 
			
		||||
    def write_pwm(self, id: int, state: bool, value: int = 4095):
 | 
			
		||||
        self.mqtt.publish(f'{BASE_TOPIC}/pwm/{"%02d"}/set/state'%id,"on" if state else "off")
 | 
			
		||||
        self.mqtt.publish(f'{BASE_TOPIC}/pwm/{"%02d"}/set/value'%id, str(value))
 | 
			
		||||
    def read_digital(self, id: int):
 | 
			
		||||
        return self.input_buffer[id]
 | 
			
		||||
    def request_state(self):
 | 
			
		||||
        self.mqtt.publish(f'{BASE_TOPIC}/requeststate',"req")
 | 
			
		||||
    def handle_message(self, client: pahomqtt.Client, data, message: pahomqtt.MQTTMessage):
 | 
			
		||||
        if (message.topic.startswith(BASE_TOPIC+"/input/")):
 | 
			
		||||
            id = int(message.topic[len(BASE_TOPIC)+7:len(message.topic)])
 | 
			
		||||
            state = int(message.payload)
 | 
			
		||||
            self.input_buffer[id] = state
 | 
			
		||||
							
								
								
									
										162
									
								
								access_control_python/main copy.py
									
										
									
									
									
										Normal file
									
								
							
							
						
						| 
						 | 
				
			
			@ -0,0 +1,162 @@
 | 
			
		|||
import cv2
 | 
			
		||||
import threading
 | 
			
		||||
import time
 | 
			
		||||
import face_processing as fp
 | 
			
		||||
from access_control_mqtt import access_control
 | 
			
		||||
from database import Database, Student, Parent
 | 
			
		||||
from display import Display
 | 
			
		||||
 | 
			
		||||
SERIAL_PORT_DISPLAY = "COM11"
 | 
			
		||||
CAMERA_INDEX = 0
 | 
			
		||||
 | 
			
		||||
display = Display(SERIAL_PORT_DISPLAY)
 | 
			
		||||
cam = cv2.VideoCapture(CAMERA_INDEX)
 | 
			
		||||
actrl = access_control()
 | 
			
		||||
db = Database()
 | 
			
		||||
 | 
			
		||||
global img
 | 
			
		||||
global frame_ready
 | 
			
		||||
frame_ready = False
 | 
			
		||||
 | 
			
		||||
def read_webcam():
 | 
			
		||||
    global img
 | 
			
		||||
    global frame_ready
 | 
			
		||||
    while True:
 | 
			
		||||
        ret, img = cam.read()
 | 
			
		||||
        frame_ready = True
 | 
			
		||||
 | 
			
		||||
'''
 | 
			
		||||
display.set_page("student")
 | 
			
		||||
display.set_string("msg.txt","Door Open")
 | 
			
		||||
'''
 | 
			
		||||
 | 
			
		||||
student_info = None
 | 
			
		||||
parent_info = None
 | 
			
		||||
faces = None
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
threading.Thread(target=read_webcam).start()
 | 
			
		||||
 | 
			
		||||
while True:
 | 
			
		||||
    while not frame_ready:
 | 
			
		||||
        time.sleep(1)
 | 
			
		||||
    
 | 
			
		||||
    should_restart = True
 | 
			
		||||
 | 
			
		||||
    
 | 
			
		||||
    while should_restart:    
 | 
			
		||||
        #Try to identify face
 | 
			
		||||
        should_restart = False
 | 
			
		||||
        #if actrl.get_scan_state():
 | 
			
		||||
        if(True):
 | 
			
		||||
            #print("SCAN ACTIVE!")
 | 
			
		||||
            display.set_string("msg.txt","Scanning")
 | 
			
		||||
            faces = fp.identify_face(img, target_condidence=0.6) ## Scan student face
 | 
			
		||||
            if(len(faces)==1):
 | 
			
		||||
                #print("faces == 1")
 | 
			
		||||
                facefile = faces[0]['name'] ## File name
 | 
			
		||||
                print(facefile)
 | 
			
		||||
                student_info = db.get_student_info(facefile)## Check is it student?
 | 
			
		||||
                if(student_info!=None): #is student, request another scan for parent
 | 
			
		||||
                    print("Find student info")
 | 
			
		||||
                    #db.log_access_student_file()
 | 
			
		||||
                    display.set_page("student")
 | 
			
		||||
                    display.set_string("msg.txt","Scan parent face")
 | 
			
		||||
                    display.set_string("name_std.txt", f'Name: {student_info.name}')
 | 
			
		||||
                    display.set_string("surname_std.txt",f'Surname: {student_info.surname}')
 | 
			
		||||
                    display.set_string("id_std.txt", f'ID: {str(student_info.id)}')
 | 
			
		||||
                    """
 | 
			
		||||
                    parent_face = fp.identify_face(img, target_condidence=0.6)   
 | 
			
		||||
                    parent_info = db.get_parent_info(parent_face)"""
 | 
			
		||||
                    #DONE TODO Fill in student info Resolve
 | 
			
		||||
 | 
			
		||||
                    time.sleep(1)
 | 
			
		||||
                    print(student_info)
 | 
			
		||||
 | 
			
		||||
                    i = 0
 | 
			
		||||
                    while(i <= 10):
 | 
			
		||||
                        parent_face = fp.identify_face(img, target_condidence=0.6)
 | 
			
		||||
                        
 | 
			
		||||
                        if (len(parent_face)!= 0):
 | 
			
		||||
                            parent_facefile = parent_face[0]['name']   
 | 
			
		||||
                            parent_info = db.get_parent_info(parent_facefile)
 | 
			
		||||
                            print(i)
 | 
			
		||||
                            i += 1
 | 
			
		||||
                            if(parent_info != None): # Identified parent
 | 
			
		||||
                                if(db.check_relationship(student_info,parent_info)): # Check if the detected parent is right for the detected student.
 | 
			
		||||
                                    print("Relation is OKAY")
 | 
			
		||||
                                    #DONE TODO Log Access STDw/P
 | 
			
		||||
                                    db.log_access_student_with_parent(student_info, student_info)
 | 
			
		||||
                                    #DONE TODO write parrent info to display
 | 
			
		||||
 | 
			
		||||
                                    display.set_string("name_pt.txt", f'Name: {parent_info.name}')
 | 
			
		||||
                                    display.set_string("surname_pt.txt", f'Surname: {parent_info.surname}')
 | 
			
		||||
                                    display.set_string("id_pt.txt", f'ID: {parent_info.id}')
 | 
			
		||||
                                    actrl.unlock_door() # Door open
 | 
			
		||||
                                    display.set_string("msg.txt","Get your kid")
 | 
			
		||||
                                    #DONE TODO Send timer to display
 | 
			
		||||
                                    for i in range(10):
 | 
			
		||||
                                        display.set_string("msg.txt",f'Door will close in {10-i}')
 | 
			
		||||
                                        time.sleep(1)
 | 
			
		||||
                                    
 | 
			
		||||
                                i = 10
 | 
			
		||||
                                #TODO Check if door close, lock
 | 
			
		||||
                                while(i>=0):
 | 
			
		||||
                                    if (not actrl.get_door_state()): # False door is left open
 | 
			
		||||
                                        display.set_string("msg.txt","Door is left open, Alram in {} sec".format(i))
 | 
			
		||||
                                        time.sleep(1)
 | 
			
		||||
                                        i -= 1
 | 
			
		||||
                                        if i == 0:
 | 
			
		||||
                                            actrl.activate_alarm()
 | 
			
		||||
                                    else:
 | 
			
		||||
                                        actrl.lock_door()
 | 
			
		||||
                                        break
 | 
			
		||||
                                else:
 | 
			
		||||
                                    display.set_page("scan")
 | 
			
		||||
                                    display.set_string("msg.txt","Wrong parent. \t Try Again")
 | 
			
		||||
                                    should_restart = True
 | 
			
		||||
                                    break
 | 
			
		||||
                                    #TODO Try again does not try again
 | 
			
		||||
 | 
			
		||||
                            else:
 | 
			
		||||
                                display.set_page("student")
 | 
			
		||||
                                display.set_string("msg.txt","Cannot find parent data. \t Try Again")
 | 
			
		||||
                                should_restart = True
 | 
			
		||||
                            time.sleep(1)
 | 
			
		||||
                        else:
 | 
			
		||||
                            pass
 | 
			
		||||
                else:
 | 
			
		||||
                    #TODO is this a parent?
 | 
			
		||||
                    display.set_page("student")
 | 
			
		||||
                    display.set_string("msg.txt","Cannot find student data. \t Try Again")
 | 
			
		||||
                    pass
 | 
			
		||||
                        
 | 
			
		||||
            elif (len(faces)>1):
 | 
			
		||||
                #More than one people, error.
 | 
			
		||||
                print("more than one people. \t try again")
 | 
			
		||||
                display.set_string("msg.txt","More than one people. \t try again")
 | 
			
		||||
                time.sleep(2)
 | 
			
		||||
                pass
 | 
			
		||||
            print("DONE")
 | 
			
		||||
 | 
			
		||||
        else:
 | 
			
		||||
            display.set_string("msg.txt","Move your face closer to the scanner")
 | 
			
		||||
            print("Scan inactivate!!")
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
'''                
 | 
			
		||||
                #is student, request another scan for parent
 | 
			
		||||
                parent_face = fp.identify_face(img, target_condidence=0.6)
 | 
			
		||||
                if(len(faces)==1):
 | 
			
		||||
                    parent_info = db.get_parent_info(faces[0]['name'])
 | 
			
		||||
                    if(parent_info!=None):
 | 
			
		||||
                        if(db.check_relationship(student_info,parent_info)):
 | 
			
		||||
                            #Student is under parent, open door.
 | 
			
		||||
                            pass
 | 
			
		||||
                        else:
 | 
			
		||||
                            #Wrong Parent, retry.
 | 
			
		||||
                            pass
 | 
			
		||||
                    else:
 | 
			
		||||
                        #Not a parent, retry
 | 
			
		||||
                        pass
 | 
			
		||||
'''            
 | 
			
		||||
| 
						 | 
				
			
			@ -6,7 +6,7 @@ from access_control_mqtt import access_control
 | 
			
		|||
from database import Database, Student, Parent
 | 
			
		||||
from display import Display
 | 
			
		||||
 | 
			
		||||
SERIAL_PORT_DISPLAY = "COM26"
 | 
			
		||||
SERIAL_PORT_DISPLAY = "COM11"
 | 
			
		||||
CAMERA_INDEX = 0
 | 
			
		||||
 | 
			
		||||
cam = cv2.VideoCapture(CAMERA_INDEX)
 | 
			
		||||
| 
						 | 
				
			
			@ -43,7 +43,6 @@ while True:
 | 
			
		|||
        if(len(faces)==1):
 | 
			
		||||
            facefile = faces[0]['name'] ## File name
 | 
			
		||||
            student_info = db.get_student_info(facefile)## Check is it student?
 | 
			
		||||
            db.log_access_student(student_info) # Log student data
 | 
			
		||||
            if(student_info!=None): #is student, request another scan for parent
 | 
			
		||||
                #db.log_access_student_file()
 | 
			
		||||
                time.sleep(2)
 | 
			
		||||
| 
						 | 
				
			
			@ -51,24 +50,52 @@ while True:
 | 
			
		|||
                display.set_string("msg.txt","Scan parent face")
 | 
			
		||||
                parent_face = fp.identify_face(img, target_condidence=0.6)   
 | 
			
		||||
                parent_info = db.get_parent_info(parent_face)
 | 
			
		||||
                #TODO Fill in student info
 | 
			
		||||
                #DONE TODO Fill in student info Resolve
 | 
			
		||||
                display.set_page("student")
 | 
			
		||||
                display.set_string("name_std.txt", student_info.name)
 | 
			
		||||
                display.set_string("surname_std.txt", student_info.surname)
 | 
			
		||||
                display.set_string("id_std.txt", student_info.id)
 | 
			
		||||
 | 
			
		||||
                if(parent_info != None): # Identified parent
 | 
			
		||||
                    if(db.check_relationship(student_info,parent_info)): # Check if the detected parent is right for the detected student.
 | 
			
		||||
                        #TODO Log Access STDw/P
 | 
			
		||||
                        #TODO write parrent info to display
 | 
			
		||||
                        #DONE TODO Log Access STDw/P
 | 
			
		||||
                        db.log_access_student_with_parent(student_info, student_info)
 | 
			
		||||
                        #DONE TODO write parrent info to display
 | 
			
		||||
                        display.set_page("student")
 | 
			
		||||
                        display.set_string("name_std.txt", parent_info.name)
 | 
			
		||||
                        display.set_string("surname_std.txt", parent_info.surname)
 | 
			
		||||
                        display.set_string("id_std.txt", parent_info.id)
 | 
			
		||||
                        access_control.unlock_door() # Door open
 | 
			
		||||
                        display.set_string("msg.txt","Get your kid")
 | 
			
		||||
                        #TODO Send timer to display
 | 
			
		||||
                        time.sleep(10)
 | 
			
		||||
                        #display.set_page("student")
 | 
			
		||||
                        i = 10
 | 
			
		||||
                        while(i>=1):
 | 
			
		||||
                            display.set_string("msg.txt","Door will close in {}".format(i))
 | 
			
		||||
                            time.sleep(1)
 | 
			
		||||
                            i -= 1
 | 
			
		||||
                            actrl.lock_door()
 | 
			
		||||
                        
 | 
			
		||||
                        #TODO Check if door can be locked
 | 
			
		||||
                        # if can lock, lock
 | 
			
		||||
                        i = 10
 | 
			
		||||
                        #TODO Check if door close, lock
 | 
			
		||||
                        while(i>=0):
 | 
			
		||||
                            
 | 
			
		||||
                            if (not actrl.get_door_state()): # False door is left open
 | 
			
		||||
                                display.set_string("msg.txt","Door is left open, Alram in {} sec".format(i))
 | 
			
		||||
                                time.sleep(1)
 | 
			
		||||
                                i -= 1
 | 
			
		||||
                                if i == 0:
 | 
			
		||||
                                    actrl.activate_alarm()
 | 
			
		||||
                            else:
 | 
			
		||||
                                actrl.lock_door()
 | 
			
		||||
                                break
 | 
			
		||||
                            
 | 
			
		||||
 | 
			
		||||
                        # 
 | 
			
		||||
                        #TODO If can't lock, say left open
 | 
			
		||||
                        #Countdown
 | 
			
		||||
                        # Activate Alarm
 | 
			
		||||
                    else:
 | 
			
		||||
                        
 | 
			
		||||
                        display.set_page("scan")
 | 
			
		||||
                        display.set_string("msg.txt","Wrong parent. \t Try Again")
 | 
			
		||||
                        #TODO Try again does not try again
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
| 
						 | 
				
			
			@ -16,10 +16,10 @@ plc = ESPMegaMQTT()
 | 
			
		|||
 | 
			
		||||
 | 
			
		||||
while True:
 | 
			
		||||
    for i in range(8,16):
 | 
			
		||||
        plc.write_pwm(i, 0, 4095)
 | 
			
		||||
    for i in range(0,16):
 | 
			
		||||
        plc.write_pwm(i, 0, 2000)
 | 
			
		||||
    time.sleep(1)
 | 
			
		||||
    for i in range(8,16):
 | 
			
		||||
        plc.write_pwm(i, 1, 4095)
 | 
			
		||||
    for i in range(0,16):
 | 
			
		||||
        plc.write_pwm(i, 1, 2000)
 | 
			
		||||
    time.sleep(1)
 | 
			
		||||
 | 
			
		||||
| 
						 | 
				
			
			
 | 
			
		|||
							
								
								
									
										33
									
								
								access_control_python/testdispaly.py
									
										
									
									
									
										Normal file
									
								
							
							
						
						| 
						 | 
				
			
			@ -0,0 +1,33 @@
 | 
			
		|||
import time
 | 
			
		||||
import serial
 | 
			
		||||
 | 
			
		||||
device =  serial.Serial(
 | 
			
		||||
    port="COM11",
 | 
			
		||||
    baudrate =115200,           
 | 
			
		||||
    parity=serial.PARITY_NONE,
 | 
			
		||||
    stopbits=serial.STOPBITS_ONE,
 | 
			
		||||
    bytesize=serial.EIGHTBITS,
 | 
			
		||||
    timeout=1)
 | 
			
		||||
 | 
			
		||||
def get_stop_bit() -> bytearray:
 | 
			
		||||
        stop_bit = bytearray()
 | 
			
		||||
        stop_bit.append(0xFF)
 | 
			
		||||
        stop_bit.append(0xFF)
 | 
			
		||||
        stop_bit.append(0XFF)
 | 
			
		||||
        return stop_bit
 | 
			
		||||
def send_stop_bit():
 | 
			
		||||
        device.write(get_stop_bit())
 | 
			
		||||
def reset_device():
 | 
			
		||||
        send_command("rest")
 | 
			
		||||
def send_command(command: str):
 | 
			
		||||
        command = bytes(command, 'ascii')
 | 
			
		||||
        device.write(command)
 | 
			
		||||
        send_stop_bit()
 | 
			
		||||
def send_command(command: str):
 | 
			
		||||
        command = bytes(command, 'ascii')
 | 
			
		||||
        device.write(command)
 | 
			
		||||
        send_stop_bit()
 | 
			
		||||
 | 
			
		||||
send_command("rest")
 | 
			
		||||
time.sleep(1)
 | 
			
		||||
send_command("page parent")
 | 
			
		||||
| 
		 Before Width: | Height: | Size: 148 KiB After Width: | Height: | Size: 148 KiB  | 
| 
		 Before Width: | Height: | Size: 124 KiB After Width: | Height: | Size: 124 KiB  | 
| 
		 After Width: | Height: | Size: 1.2 MiB  | 
| 
		 After Width: | Height: | Size: 1.2 MiB  | 
| 
		 After Width: | Height: | Size: 1.2 MiB  | 
| 
		 After Width: | Height: | Size: 1.2 MiB  | 
| 
		 After Width: | Height: | Size: 1.2 MiB  | 
| 
		 After Width: | Height: | Size: 1.2 MiB  | 
| 
		 After Width: | Height: | Size: 1.2 MiB  | 
							
								
								
									
										
											BIN
										
									
								
								face_recognition/faces_data/Sukatat/img_2.jpg
									
										
									
									
									
										Normal file
									
								
							
							
						
						| 
		 After Width: | Height: | Size: 1.2 MiB  | 
							
								
								
									
										
											BIN
										
									
								
								face_recognition/faces_data/Sukatat/representations_vgg_face.pkl
									
										
									
									
									
										Normal file
									
								
							
							
						
						
							
								
								
									
										
											BIN
										
									
								
								face_recognition/img_1.jpg
									
										
									
									
									
										Normal file
									
								
							
							
						
						| 
		 After Width: | Height: | Size: 1.2 MiB  | 
							
								
								
									
										11
									
								
								face_recognition/test.py
									
										
									
									
									
										Normal file
									
								
							
							
						
						| 
						 | 
				
			
			@ -0,0 +1,11 @@
 | 
			
		|||
from deepface import DeepFace
 | 
			
		||||
import pandas as pd
 | 
			
		||||
 | 
			
		||||
image_path = 'D:\Git\stm32-fmt-code\\face_recognition\img_1.jpg'
 | 
			
		||||
database_path = 'D:\Git\stm32-fmt-code\\face_recognition\\faces_data\Sukatat'
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
 | 
			
		||||
DeepFace.stream(db_path = database_path)
 | 
			
		||||
 | 
			
		||||
#result.head()
 | 
			
		||||