Ubuntu18.04配置yolov5目标检测_ubuntu 18.04 yolov5 物体检测

1. 拉取代码

git clone https://github.com/ultralytics/yolov5
cd yolov5
pip install -r requirements.txt

2. 模型测试

import torch
 
# Model
model = torch.hub.load('ultralytics/yolov5', 'yolov5s')  # or yolov5m, yolov5x, custom
 
# Images
img = 'https://ultralytics.com/images/zidane.jpg'  # or file, PIL, OpenCV, numpy, multiple
 
# Inference
results = model(img)
 
# Results
results.print()  # or .show(), .save(), .crop(), .pandas(), etc.

3. 通过detect.py测试

$ python detect.py --source 0  # webcam
                            file.jpg  # image 
                            file.mp4  # video
                            path/  # directory
                            path/*.jpg  # glob
                            'https://youtu.be/NUsoVlDFqZg'  # YouTube video
                            'rtsp://example.com/media.mp4'  # RTSP, RTMP, HTTP stream