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YOLOv8 detect person only

时间:2024-09-05 18:47:47浏览次数:12  
标签:detect jpg filename person only result Path import

  • demo.py
from io import BytesIO
from pathlib import Path

# pip install opencv-python pillow ultralytics
import cv2
from PIL import Image
from ultralytics import YOLO  # type:ignore[import-untyped]

filename = "test.jpg"
model = YOLO("yolov8s.pt")
img = Image.open(BytesIO(Path(filename).read_bytes()))
result = model.predict(img, save=False, show=False, verbose=False, classes=[0])[0]
has_person = bool(result.summary())
if has_person:
    print(f"file: {filename}, result: {has_person}")
    content = cv2.imencode(".jpg", result.plot())[1].tobytes()  # 检测结果转成jpg图片
    Path("test_result.jpg").write_bytes(content)  # 保存到本地
    result.show()  # 打开画框了的图片
else:
    print(f"{filename=}, result: {result.verbose()}")

标签:detect,jpg,filename,person,only,result,Path,import
From: https://www.cnblogs.com/waketzheng/p/18399044

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