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gui_app.py
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executable file
·159 lines (125 loc) · 5.28 KB
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import multiprocessing as mp
import queue
import tkinter as tk
import tkinter.scrolledtext as st
from tkinter import messagebox
import cv2
from PIL import Image, ImageTk
from recognizer import face_recognition_worker, AttendanceRecognizer
class AttendanceApp:
def __init__(self, root):
self.root = root
self.root.title("Smart Roll Call")
self.root.geometry("800x600")
self.video_label = tk.Label(root)
self.video_label.pack()
btn_frame = tk.Frame(root)
btn_frame.pack(pady=10)
self.start_btn = tk.Button(btn_frame, text="Start Attendance", command=self.start_attendance)
self.start_btn.grid(row=0, column=0, padx=5)
self.stop_btn = tk.Button(btn_frame, text="Stop Attendance", command=self.stop_attendance, state=tk.DISABLED)
self.stop_btn.grid(row=0, column=1, padx=5)
self.quit_btn = tk.Button(btn_frame, text="Quit", command=self.quit_app)
self.quit_btn.grid(row=0, column=2, padx=5)
# text area by bum-head
self.text_area = st.ScrolledText(btn_frame, width = 50, height = 8, font = ("Times New Roman", 12))
self.text_area.grid(row=2, column = 0, pady = 5, padx = 5)
self.text_area.configure(state ='disabled')
self.cap = None
self.running = False
self.frame_queue = None
self.result_queue = None
self.worker = None
self.stop_event = None
self.latest_results = []
self.recognizer = AttendanceRecognizer()
def start_attendance(self):
self.cap = cv2.VideoCapture(0)
if not self.cap.isOpened():
messagebox.showerror("Error", "Cannot access webcam")
return
# set camera size for smoothness
self.cap.set(cv2.CAP_PROP_FRAME_WIDTH, 640)
self.cap.set(cv2.CAP_PROP_FRAME_HEIGHT, 480)
self.frame_queue = mp.Queue(maxsize=1)
self.result_queue = mp.Queue(maxsize=5)
self.stop_event = mp.Event()
self.worker = mp.Process(
target=face_recognition_worker,
args=(self.frame_queue, self.result_queue,
self.recognizer.known_encodings, self.recognizer.known_names,
self.recognizer.known_rollnos, self.recognizer.tolerance,
self.stop_event, 0.5)
)
self.worker.start()
self.running = True
self.start_btn.config(state=tk.DISABLED)
self.stop_btn.config(state=tk.NORMAL)
self.update_frame()
def stop_attendance(self):
self.running = False
if self.cap:
self.cap.release()
self.cap = None
if self.stop_event:
self.stop_event.set()
if self.worker:
self.worker.terminate()
self.worker.join()
self.start_btn.config(state=tk.NORMAL)
self.stop_btn.config(state=tk.DISABLED)
self.video_label.config(image="")
def update_frame(self):
if self.running and self.cap:
ret, frame = self.cap.read()
if ret:
rgb = cv2.cvtColor(frame, cv2.COLOR_BGR2RGB)
# safely clear old frames
try:
while True:
self.frame_queue.get_nowait()
except queue.Empty:
pass
# send new frame
try:
self.frame_queue.put((0, rgb, frame.shape[0], frame.shape[1]), block=False)
except queue.Full:
pass
# receive from worker
try:
while not self.result_queue.empty():
_, recognition_results = self.result_queue.get(block=False)
self.latest_results = recognition_results
for box, name, roll_no, best_dist in recognition_results:
if name != "Unknown":
self.display_attended(name, roll_no)
self.recognizer.mark_attendance(name, roll_no)
except queue.Empty:
pass
# draw results
for box, name, roll_no, best_dist in self.latest_results:
top, right, bottom, left = box
cv2.rectangle(rgb, (left, top), (right, bottom), (0, 255, 0), 2)
cv2.putText(rgb, f"{roll_no}_{name}",
(left, top - 10),
cv2.FONT_HERSHEY_SIMPLEX, 0.6, (0, 255, 0), 2)
# show in tkinter
img = Image.fromarray(rgb)
imgtk = ImageTk.PhotoImage(image=img)
self.video_label.imgtk = imgtk
self.video_label.configure(image=imgtk)
self.video_label.after(20, self.update_frame)
def quit_app(self):
self.stop_attendance()
self.root.destroy()
def display_attended(self, name, roll_no):
if self.recognizer.is_already_marked_today(roll_no):
return
self.text_area.configure(state=tk.NORMAL)
# Inserting Text which is read only
self.text_area.insert(tk.INSERT, f"{roll_no}_{name} present!\n")
if __name__ == "__main__":
mp.set_start_method("spawn")
root = tk.Tk()
app = AttendanceApp(root)
root.mainloop()