luxonis-ml 0.1.0

MLOps tools for training models for Luxonis devices

LuxonisML

This library includes a collection of helper functions and utilities for the Luxonis MLOps stack. This includes the following submodules:

• Dataset Management: Creating computer vision datasets focused around Luxonis hardware and loading data into our training library.
• Embeddings: Methods to compute image embeddings.
• Tracking: Our implementation of a logger for use with PyTorch Lightning or in our training library.
• Utils: Miscellaneous utils for developers. See this README for details on the different utils.

NOTE: The project is in an alpha state, so it may be missing some critical features or contain bugs - please report any feedback!

Table of Contents

• Installation
• Contributing

Installation

The luxonis_ml package is hosted on PyPI, so you can install it with pip.

We offer several versions of the package:

• luxonis-ml[data]: installs necessary dependencies for using luxonis_ml.data module
• luxonis-ml[utils]: installs necessary dependencies for using luxonis_ml.utils module
• luxonis-ml[embedd]: installs necessary dependencies for using luxonis_ml.embeddings module
• luxonis-ml[tracker]: installs necessary dependencies for using luxonis_ml.tracker module
• luxonis-ml[all]: installs all dependencies
• luxonis-ml[dev]: installs all dependencies, including development dependencies

To install the package with all dependecies, run:

pip install luxonis-ml[all]

Contributing

If you want to contribute to this project, read the instructions in CONTRIBUTING.md