import threading

def my_function():
    # Your code here
    pass

my_thread = threading.Thread(target=my_function, args=(arg1, arg2)) # 傳入?yún)?shù) args

my_thread.start()

my_thread.join()

import threading
import time

# 線程執(zhí)行體函數(shù)
def print_numbers():
    for i in range(5):
        print(f"Child Thread: {i}")
        time.sleep(1)

# 創(chuàng)建線程對(duì)象
thread = threading.Thread(target=print_numbers)

# 啟動(dòng)線程
thread.start()

# 主線程中的其他操作
for i in range(5):
    print(f"Main Thread: {i}")
    time.sleep(0.5)

# 等待子線程執(zhí)行結(jié)束
thread.join()

print("Main Thread exiting...")

# importing required libraries 
import cv2 
import time# opening video capture stream
vcap = cv2.VideoCapture(0)
if vcap.isOpened() is False :
    print("[Exiting]: Error accessing webcam stream.")
    exit(0)
fps_input_stream = int(vcap.get(5))
print("FPS of webcam hardware/input stream: {}".format(fps_input_stream))
grabbed, frame = vcap.read() # reading single frame for initialization/ hardware warm-up# processing frames in input stream
num_frames_processed = 0 
start = time.time()
while True :
    grabbed, frame = vcap.read()
    if grabbed is False :
        print('[Exiting] No more frames to read')
        break# adding a delay for simulating time taken for processing a frame 
    delay = 0.03 # delay value in seconds. so, delay=1 is equivalent to 1 second 
    time.sleep(delay) 
    num_frames_processed += 1cv2.imshow('frame' , frame)
    key = cv2.waitKey(1)
    if key == ord('q'):
        break
end = time.time()# printing time elapsed and fps 
elapsed = end-start
fps = num_frames_processed/elapsed 
print("FPS: {} , Elapsed Time: {} , Frames Processed: {}".format(fps, elapsed, num_frames_processed))# releasing input stream , closing all windows 
vcap.release()
cv2.destroyAllWindows()

# importing required libraries 
import cv2 
import time 
from threading import Thread # library for implementing multi-threaded processing# defining a helper class for implementing multi-threaded processing 
class WebcamStream :
    def __init__(self, stream_id=0):
        self.stream_id = stream_id   # default is 0 for primary camera 
        
        # opening video capture stream 
        self.vcap      = cv2.VideoCapture(self.stream_id)
        if self.vcap.isOpened() is False :
            print("[Exiting]: Error accessing webcam stream.")
            exit(0)
        fps_input_stream = int(self.vcap.get(5))
        print("FPS of webcam hardware/input stream: {}".format(fps_input_stream))
            
        # reading a single frame from vcap stream for initializing 
        self.grabbed , self.frame = self.vcap.read()
        if self.grabbed is False :
            print('[Exiting] No more frames to read')
            exit(0)# self.stopped is set to False when frames are being read from self.vcap stream 
        self.stopped = True# reference to the thread for reading next available frame from input stream 
        self.t = Thread(target=self.update, args=())
        self.t.daemon = True # daemon threads keep running in the background while the program is executing 
        
    # method for starting the thread for grabbing next available frame in input stream 
    def start(self):
        self.stopped = False
        self.t.start()# method for reading next frame 
    def update(self):
        while True :
            if self.stopped is True :
                break
            self.grabbed , self.frame = self.vcap.read()
            if self.grabbed is False :
                print('[Exiting] No more frames to read')
                self.stopped = True
                break 
        self.vcap.release()# method for returning latest read frame 
    def read(self):
        return self.frame# method called to stop reading frames 
    def stop(self):
        self.stopped = True# initializing and starting multi-threaded webcam capture input stream 
webcam_stream = WebcamStream(stream_id=0) #  stream_id = 0 is for primary camera 
webcam_stream.start()# processing frames in input stream
num_frames_processed = 0 
start = time.time()
while True :
    if webcam_stream.stopped is True :
        break
    else :
        frame = webcam_stream.read()# adding a delay for simulating time taken for processing a frame 
    delay = 0.03 # delay value in seconds. so, delay=1 is equivalent to 1 second 
    time.sleep(delay) 
    num_frames_processed += 1cv2.imshow('frame' , frame)
    key = cv2.waitKey(1)
    if key == ord('q'):
        break
end = time.time()
webcam_stream.stop() # stop the webcam stream# printing time elapsed and fps 
elapsed = end-start
fps = num_frames_processed/elapsed 
print("FPS: {} , Elapsed Time: {} , Frames Processed: {}".format(fps, elapsed, num_frames_processed))# closing all windows 
cv2.destroyAllWindows()

import cv2 
import time 
from threading import Thread

class WebcamStream:
    def __init__(self, stream_id=0):
        self.stream_id = stream_id
        self.vcap = cv2.VideoCapture(self.stream_id)
        if not self.vcap.isOpened():
            print("[Exiting]: Error accessing webcam stream.")
            exit(0)
        self.fps_input_stream = int(self.vcap.get(cv2.CAP_PROP_FPS))
        print("FPS of webcam hardware/input stream: {}".format(self.fps_input_stream))
        self.grabbed, self.frame = self.vcap.read()
        if not self.grabbed:
            print('[Exiting] No more frames to read')
            exit(0)
        self.stopped = False
        self.t = Thread(target=self.update, args=())
        self.t.daemon = True
        self.t.start()

    def update(self):
        while not self.stopped:
            grabbed, frame = self.vcap.read()
            if not grabbed:
                print('[Exiting] No more frames to read')
                self.stopped = True
                break
            self.frame = frame

    def read(self):
        return self.frame

    def stop(self):
        self.stopped = True
        self.t.join()
        self.vcap.release()

webcam_stream = WebcamStream(stream_id=0)
num_frames_processed = 0
start = time.time()
while True:
    frame = webcam_stream.read()
    if webcam_stream.stopped:
        break
    delay = 0.03
    time.sleep(delay)
    num_frames_processed += 1
    cv2.imshow('frame', frame)
    key = cv2.waitKey(1)
    if key == ord('q'):
        break
end = time.time()
webcam_stream.stop()
elapsed = end - start
fps = num_frames_processed / elapsed
print("FPS: {} , Elapsed Time: {} , Frames Processed: {}".format(fps, elapsed, num_frames_processed))
cv2.destroyAllWindows()