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main1.py
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main1.py
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from test import test
import face_recognition
import tkinter as tk
import cv2
from PIL import Image, ImageTk
import util
import os
import subprocess
import datetime
class App:
def __init__(self):
self.main_window = tk.Tk()
self.main_window.geometry("1200x520+350+100")
self.cap = cv2.VideoCapture(0)
self.url = "v3.mp4"
self.cap.open(self.url)
self.most_recent_capture_pil = None
self.most_recent_capture_arr = None
self.login_button_main_window = util.get_button(self.main_window, 'login', 'green', self.login)
self.login_button_main_window.place(x=750, y=200)
self.logout_button_main_window = util.get_button(self.main_window, 'logout', 'red', self.logout)
self.logout_button_main_window.place(x=750, y=300)
self.register_new_user_button_main_window = util.get_button(self.main_window, 'register new user', 'gray',
self.register_new_user, fg='black')
self.register_new_user_button_main_window.place(x=750, y=400)
self.webcam_label = util.get_img_label(self.main_window)
self.webcam_label.place(x=10, y=0, width=700, height=500)
self.add_webcam(self.webcam_label)
self.db_dir = './db'
if not os.path.exists(self.db_dir):
os.mkdir(self.db_dir)
self.log_path = './log.txt'
def add_webcam(self, label):
self._label = label
self.process_webcam()
def process_webcam(self):
ret, frame = self.cap.read()
if ret:
self.most_recent_capture_arr = frame
img_ = cv2.cvtColor(self.most_recent_capture_arr, cv2.COLOR_BGR2RGB)
self.most_recent_capture_pil = Image.fromarray(img_)
imgtk = ImageTk.PhotoImage(image=self.most_recent_capture_pil)
self._label.imgtk = imgtk
self._label.configure(image=imgtk)
self._label.after(20, self.process_webcam)
def login(self):
label = test(
image = self.most_recent_capture_arr ,
model_dir = r"C:\Users\admin\Desktop\FaceApp\FaceAntiSpoofing\resources\anti_spoof_models",
device_id = 0
)
if label == 1 :
unknown_img_path = './.tmp.jpg'
cv2.imwrite(unknown_img_path , self.most_recent_capture_arr)
output = str(subprocess.check_output(['face_recognition', self.db_dir, unknown_img_path], stderr=subprocess.STDOUT))
name = output.split(',')[1][:-5]
print(name) # prints 'unknown_person' or 'no_persons_found' or the name of the person
if name in ['unknown_person', 'no_persons_found']:
util.msg_box("Error", "Unknown user. Please register first.")
else:
util.msg_box("Successfully login", 'Welcome, {}.'.format(name))
with open(self.log_path , 'a') as f :
f.write('{} , {}\n'.format(name, datetime.datetime.now()))
f.close()
os.remove(unknown_img_path)
else :
util.msg_box("Fake Face Detected", "Fake face detected. Please try again.")
def logout(self):
# Display logout message
util.msg_box("Logout", "You have been logged out successfully.")
self.main_window.destroy()
def register_new_user(self):
self.register_new_user_window = tk.Toplevel(self.main_window)
self.register_new_user_window.geometry("1200x520+370+120")
self.entry_text_register_new_user = util.get_entry_text(self.register_new_user_window)
self.entry_text_register_new_user.place(x=750, y=150)
self.text_label_register_new_user = util.get_text_label(self.register_new_user_window, "Enter Username:")
self.text_label_register_new_user.place(x=750, y=70)
self.accept_button_register_new_user_window = util.get_button(self.register_new_user_window, "Accept", 'green', self.accept_register_new_user)
self.accept_button_register_new_user_window.place(x=750, y=300)
self.try_again_button_register_new_user_window = util.get_button(self.register_new_user_window, "Try Again", 'red', self.try_again_register_new_user)
self.try_again_button_register_new_user_window.place(x=750, y=400)
self.capture_label_register_new_user = util.get_img_label(self.register_new_user_window)
self.capture_label_register_new_user.place(x=10, y=0, width=700, height=500)
self.add_img_to_label(self.capture_label_register_new_user)
def try_again_register_new_user(self):
self.register_new_user_window.destroy()
def add_img_to_label(self, label):
if self.most_recent_capture_pil:
imgtk = ImageTk.PhotoImage(image=self.most_recent_capture_pil)
label.imgtk = imgtk
label.configure(image=imgtk)
self.register_new_user_capture = self.most_recent_capture_arr.copy()
def start(self):
self.main_window.mainloop()
def accept_register_new_user(self):
name = self.entry_text_register_new_user.get(1.0, "end-1c").strip()
if name:
if self.register_new_user_capture is not None:
filename = '{}.jpg'.format(name)
filepath = os.path.join(self.db_dir, filename)
cv2.imwrite(filepath, self.register_new_user_capture)
print(f"Image saved as: {filepath}")
else:
print("Error: No image captured.")
else:
print("Error: Please enter a username.")
util.msg_box("Success", "User registered successfully.")
self.register_new_user_window.destroy()
if __name__ == "__main__":
app = App()
app.start()