yolo11识别视频中的物体代码如下:
#!/usr/local/python3/bin/python3
# -*- coding: utf-8 -*
from ultralytics import YOLO
import cv2
# Load the YOLOv11 model
model = YOLO('yolov11n.pt')
# Open the video file
video_name = "path_to_your_video.mp4"
cap = cv2.VideoCapture(video_name)
while cap.isOpened():
# Read a frame from the video
success, frame = cap.read()
if success:
# Run YOLOv11 inference on the frame
results = model(frame)
# Visualize the results on the frame
annotated_frame = results[0].plot()
# Display the annotated frame
cv2.imshow("YOLOv8 Inference", annotated_frame)
# Break the loop if 'q' is pressed
if cv2.waitKey(1) & 0xFF == ord("q"):
break
else:
# Break the loop if the end of the video is reached
break
# Release the video capture object and close the display window
cap.release()
cv2.destroyAllWindows() 网友回复
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