Elastic-Ai.Explorer

HW-NAS-based toolbox for optimizing DNN architectures for different target HW platforms, automated deployment and testing. Currently supported are the Raspberry Pi 4/5 and the Raspberry Pi Pico.

This project is still in active development and has no official release yet.

Install Dependencies

Recommended: Use UV as a Package Manager (https://docs.astral.sh/uv/configuration/installer/)

Then Run following command in project root.

For Linux Users run:

 uv sync --all-groups

For Mac:

 uv sync --no-group nomac

If you don't need dev dependencies add:

 --no-dev

Additionally:

To compile for deployment on hardware you need to install:

Either:

• Docker-Desktop (https://docs.docker.com/desktop/)

Or:

• The Docker Engine (https://docs.docker.com/engine/install/)
• And the Docker-Buildx-Plugin (https://github.com/docker/buildx)

Examples

For the full workflow from HW-NAS to Tests on Device, see the "examples" Folder. To configure the example for your specific setup, create your own "hwnas_config.yaml" and "deployment_config.yaml" with the help of the templates in "config_files/config_templates".