https://github.com/mshr-h/onnx-dockerfile-for-raspberry-pi

ONNX build dockerfile for Raspberry Pi 3
https://github.com/mshr-h/onnx-dockerfile-for-raspberry-pi

arm32v7 dockerfile linux onnx onnx-wheel python-wheel raspberry-pi

Last synced: about 2 months ago
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ONNX build dockerfile for Raspberry Pi 3

• Host: GitHub
• URL: https://github.com/mshr-h/onnx-dockerfile-for-raspberry-pi
• Owner: mshr-h
• License: mit
• Created: 2020-02-01T13:29:00.000Z (about 5 years ago)
• Default Branch: main
• Last Pushed: 2022-08-22T08:00:12.000Z (over 2 years ago)
• Last Synced: 2024-10-28T10:52:19.240Z (3 months ago)
• Topics: arm32v7, dockerfile, linux, onnx, onnx-wheel, python-wheel, raspberry-pi
• Language: Python
• Homepage:
• Size: 45.9 KB
• Stars: 0
• Watchers: 2
• Forks: 0
• Open Issues: 1
• Metadata Files:
  • Readme: README.md
  • License: LICENSE

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README

        
# Build ONNX Python wheel package for Raspberry Pi 3

This repository provides [ONNX](https://github.com/onnx/onnx) build dockerfile for Arm32v7l (Raspberry Pi 3).

Currently we support the following conbination of software versions.

- Python 3.7-3/10

- Debian Bullseye/Buster

We provide pre-build docker images below.

- [mshrh/onnx-raspberry-pi-3](https://hub.docker.com/r/mshrh/onnx-raspberry-pi-3)

You can pull it with the command below.

```bash

docker pull mshrh/onnx-raspberry-pi-3

```

Or you can manually build image from Dockerfile by following instruction.

## Build instruction

1. Install DockerCE on your machine by following the instruction

    - [https://docs.docker.com/install/](https://docs.docker.com/install/)

2. Clone this repository

```sh

git clone https://github.com/mshr-h/onnx-dockerfile-for-raspberry-pi

cd onnx-dockerfile-for-raspberry-pi

```

3. Move to a folder where you want to build for and run docker build

```sh

cd 3.7-bullseye-build # Debian bullseye with Python 3.7

docker build -t onnx-arm32v7 -f Dockerfile.arm32v7 .

```

4. Note the fullpath of the `.whl` file

5. Copy the Python wheel file from the docker image

```sh

docker create -ti --name onnx_temp onnx-arm32v7 bash

docker cp onnx_temp:/code/onnx/dist/onnx-1.6.0-cp35-cp35m-linux_armv7l.whl .

docker rm -fv onnx_temp

```

6. Copy wheel file(`onnx-1.6.0-cp35-cp35m-linux_armv7l.whl`) to the Raspberry Pi 3 or other ARM device

7. Install the ONNX wheel file

```sh

sudo apt update

sudo apt install -y python3 python3-pip

pip install onnx-1.6.0-cp35-cp35m-linux_armv7l.whl

```