opencv如何创建2个窗口？

Question

从Github（https://github.com/atulapra/Emotion-detection）找到的代码用于情感检测。我想对其进行一些更改，并希望与Tkinter结合使用，以方便用户交互。如下图所示。在这里，我为tk窗口编写了一些代码：

win = Tk()
win.title('EMOTIBOT')
win.config(background = "#D9D9D9")
win.resizable(width=FALSE, height=FALSE)

#frame1 for webcamera
frame1 = Frame(win, width=600, bg="black",height=300, padx=10, pady=10,highlightbackground="grey", highlightcolor="black", highlightthickness=5)
frame1.pack(side=LEFT ,fill=Y,padx=10, pady=10)

这里我对原始代码进行了一些更改：

if mode == "display":
    model.load_weights('model.h5')

    # prevents openCL usage and unnecessary logging messages
    cv2.ocl.setUseOpenCL(False)

    # dictionary which assigns each label an emotion (alphabetical order)
    emotion_dict = {0: "Angry", 1: "Disgusted", 2: "Fearful", 3: "Happy", 4: "Neutral", 5: "Sad", 6: "Surprised"}

    # start the webcam feed
    cap = cv2.VideoCapture(0)

    def show_frame():
        _, frame = cap.read()
        frame = cv2.flip(frame, 1)
        #cv2image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGBA)

        #while True:
        facecasc = cv2.CascadeClassifier('haarcascade_frontalface_default.xml')
        cv2image = cv2.cvtColor(frame, cv2.COLOR_BGR2RGBA)
        gray = cv2.cvtColor(frame, cv2.COLOR_BGR2GRAY)
        faces = facecasc.detectMultiScale(cv2image,scaleFactor=1.3, minNeighbors=5)

        for (x, y, w, h) in faces:
            cv2.rectangle(frame, (x, y-50), (x+w, y+h+10), (255, 0, 0), 2)
            roi_gray = gray[y:y + h, x:x + w]
            cropped_img = np.expand_dims(np.expand_dims(cv2.resize(roi_gray, (48, 48)), -1), 0)
            prediction = model.predict(cropped_img)
            maxindex = int(np.argmax(prediction))
            cv2.putText(frame, emotion_dict[maxindex], (x+20, y-60), cv2.FONT_HERSHEY_SIMPLEX, 1, (255, 255, 255), 2, cv2.LINE_AA)

        cv2.imshow('Video', cv2.resize(frame,(1600,960),interpolation = cv2.INTER_CUBIC))

        img = Image.fromarray(cv2image)
        imgtk = ImageTk.PhotoImage(image=img)
        lmain.imgtk = imgtk
        lmain.configure(image=imgtk)
        lmain.after(10, show_frame) 

    #Capture video frames
    lmain = Label(frame1)
    lmain.grid(row=0, column=0)

    show_frame()  #Display 2
    win.mainloop()

这将打开2个窗口。第一个窗口是Tk窗口，在检测到的情绪上没有矩形。第二个窗口显示检测到的情绪的矩形。为什么第一个tk窗口在面上不显示矩形？

如果您需要我的脚本文件，请在这里。 （https://drive.google.com/file/d/1m7tLFxHF_hO0VLVb8FgAf-4lJKMxFLxA/view?usp=sharing）

我是OpenCV和Tk的新手。请帮助我。

Answer 1

将我们的讨论总结为答案that can be accepted：

1. 删除cv2.imshow以摆脱第二个窗口
2. 使用img = Image.fromarray(cv2.cvtColor(frame, cv2.COLOR_BGR2RGBA))以检测到的脸部以正确的颜色显示框。