yolov11 推理可视化，保存json

目录

推理可视化，加nms效果更好，imageio保存mp4

yolov11 推理保存json

推理图片目录：

---

可以直接安装：pip install ultralytics

推理可视化，加nms效果更好，imageio保存mp4

import os
from glob import glob

import torch
import cv2
import torchvision

from ultralytics import YOLO

import imageio

def load_video_frames(video_path, v_len=10000):
    frames = []
    count = 0
    if os.path.isdir(video_path):

        files = glob(video_path + '/*.png') + glob(video_path + '/*.jpg')
        for file in files:
            img = cv2.imread(file)
            frames.append(cv