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Jetson Nanoで YOLO11(v8.3.85)を動かす(2025年3月確認版)

Posted at
  • Jetson Nano 4GB
  • micro SDXC 64GB
  • logicool C270N
  • Ubuntu 20.04

Jetson Nanoで YOLO11を動かす

Jetson Nano with Ubuntu 20.04 OS image(2025/03/05時点:20.04 3b)を入手します

※username:jetson、password:jetson

キーボード、タイム ゾーンの設定

Settings
-> Region & Language -> Input Sources:Other -> Japanese
-> Data & Time -> Time Zone:JST(Tokyo, Japan)

モジュールの追加・更新

pip3 install psutil==5.9.5

YOLO11をダウンロードします

  • 「pypi.org」から「ultralytics-8.3.85-py3-none-any.whl」をHome直下にダウンロードします。

YOLO11をインストールします。

pip3 install --no-deps ultralytics-8.3.85-py3-none-any.whl

YOLO11の動作確認

yolo predict model=yolo11n.pt source="https://ultralytics.com/images/zidane.jpg"

検出結果は「Home/runs/detect/predict」内に保存されます(zidane.jpg)。

yolo task=detect mode=predict model=yolo11n.pt source=0 show=True imgsz=256
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