多线程处理时cv2图像显示不起作用

Question

I am trying to put images on screen while capturing webcam (I'm using MAC). Hence, I started two thread: one for capturing video, the other for presenting images on screen:

    webcam_thread = self.init_webcam_thread()
    images_thread = self.init_images_thread()

    webcam_thread.start()
    images_thread.start()

The video capture is working correctly; The image show is working correctly while I'm not using thread (When this is the only process). However, when using mutli-Threading, all presented in a white box and not the image itself. This is the image code:

for pic_idx , pic_name in enumerate(pics):
while True:
    image = cv2.imread(pic_name, 0)
    if image is not None:
       cv2.imshow('image', image)
       k = cv2.waitKey(2000)

Again, when I'm not using Multi-Thread - and all I do is presenting the pic (without the video capture) it is working perfectly. What might be the reason?

Answer 1

As a general rule, you should keep any code which interacts with UI on the main thread. You might want to consider using a Queue, with the main thread pulling images from the Queue to imshow them, and other threads pushing the images into the queue when they want them shown.