Capture to the score frame in streaming video game (Template Match) for Python

import cv2
import numpy as np

cap = cv2.VideoCapture('Watermelon_Rec.mp4')
if not cap.isOpened():
    print("Error: Could not open video file.")
    exit()

template = cv2.imread('Watermelon_Score_ROI.PNG')
if template is None:
    print("Error: Could not open or read the template image.")
    exit()
template = cv2.resize(template, (0, 0), fx=0.5, fy=0.5)

total_frames = int(cap.get(cv2.CAP_PROP_FRAME_COUNT))
start_frame = int(9 * total_frames / 10)

cap.set(cv2.CAP_PROP_POS_FRAMES, start_frame)

while True:
    ret, frame = cap.read()
    if not ret:
        break
    frame = cv2.resize(frame, (0, 0), fx=0.5, fy=0.5)

    result = cv2.matchTemplate(frame, template, cv2.TM_CCOEFF_NORMED)
    min_val, max_val, min_loc, max_loc = cv2.minMaxLoc(result)

    threshold = 0.7
    if max_val > threshold:
        top_left = max_loc
        bottom_right = (top_left[0] + template.shape[1], top_left[1] + template.shape[0])
        cv2.rectangle(frame, top_left, bottom_right, (0, 255, 0), 2)

        accuracy_text = f"Accuracy: {round(max_val, 2)}"
        cv2.putText(frame, accuracy_text, (10, 30), cv2.FONT_HERSHEY_SIMPLEX, 1, (0, 255, 0), 2)

    cv2.imshow('Video', frame)

    if cv2.waitKey(1) & 0xFF == ord('q'):
        break

cap.release()
cv2.destroyAllWindows()