Deploy Model on Raspberry Pi

🤝 Community Help
2

Based on the information provided in the extracts, it seems like you’re trying to deploy a model on a Raspberry Pi using Roboflow. Here are the steps you can follow:

  1. Verify your Raspberry Pi’s system: You need a Raspberry Pi 4 (or Raspberry Pi 400) running the 64bit version of Ubuntu. To verify that you’re running a compatible system, type arch into your Raspberry Pi’s command line and verify that it outputs aarch64 source.

  2. Install Docker on your Raspberry Pi: Open the terminal on the Raspberry Pi and install Docker using the convenience script:

    curl -fsSL https://get.docker.com -o get-docker.sh 
sudo sh get-docker.sh

    source

  3. Install the Roboflow Inference Server: The inference API is available as a Docker container optimized and configured for the Raspberry Pi. You can install and run the inference server using the following command:

    sudo docker run -it --rm -p 9001:9001 roboflow/roboflow-inference-server-arm-cpu

    source

  4. Install the Roboflow pip Package: Next, install the Roboflow python package with pip install roboflow source.

  5. Run Inference: With the Python SDK installed, you can run inference on your model in a few lines of Python code. Substitute the model name, version, and API key with the values associated with your Roboflow account and project, then run the script source.

Regarding the error you’re facing, it seems like an issue with OpenCV not being built with the necessary GUI features. You might need to rebuild OpenCV with the appropriate flags enabled or install the necessary dependencies. However, the provided extracts do not contain specific information on how to resolve this issue. You might want to refer to OpenCV’s official documentation or community forums for more help on this.

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