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This project aims to perform object detection using the YOLOv8 model on the Jetson Nano device.

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WoXy-Sensei/jetson-objectdetection-yolov8

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Object Detection Project

This project aims to perform object detection using the YOLOv8 model on the Jetson Nano device.

Requirements

  • Jetson Nano device
  • JetPack SDK
  • Python 3.x
  • CUDA and cuDNN
  • OpenCV
  • YOLOv8 model

Installation

  1. Ensure that JetPack SDK is installed.
  2. Download and install Python 3.x from here.
  3. Install CUDA and cuDNN on the Jetson Nano following the instructions here.
  4. Install OpenCV using the following command in the terminal:
    pip install opencv-python

Usage

  1. Run the main.py script to initiate object detection:
    python main.py
  2. Observe object detection results on the camera feed.

License

This project is licensed under the MIT License.

Contribution

If you wish to contribute, please open an issue first, and then submit a pull request.

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This project aims to perform object detection using the YOLOv8 model on the Jetson Nano device.

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