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Ultralytics YOLOv8

Ultralytics

构建环境

Ultralytics 镜像

  • GPU
docker pull ultralytics/ultralytics:latest
  • CPU
docker pull ultralytics/ultralytics:latest-cpu
  • Apple Silicon
docker pull ultralytics/ultralytics:latest-arm64

本地安装

pip install ultralytics

基于 COCO128 数据集的目标检测范例

运行容器

git clone https://github.com/ultralytics/ultralytics.git
docker run --runtime=nvidia -it --name ultralytics -v `pwd`/ultralytics:/usr/src/ultralytics ultralytics/ultralytics:latest

yolo 命令的使用参数

yolo TASK MODE ARGS

训练模型

yolo train data=coco128.yaml model=yolov8n.pt

训练可视化（Comet） pip install comet_ml export

yolov8ultralyticsobject-detectioncomputer-visionpythonpytorchdockeronnxcometclearml