Follow the steps in -> Getting Started to prepare
your
device for using the
Machine Learning model or the
Color Blob Detection model.
Welcome to the OpenML development documentation for the FTC robot β an innovative
open-source platform developed by the AlphaBit Machine Learning team. Our project is designed to
bring
the most advanced machine learning technologies directly into the FTC robotics arena, facilitating
free
access to a complete, pre-trained, and mathematically prepared solution for any team interested in
performance and innovation.
In a world where competition is increasingly fierce, integrating artificial
intelligence
and advanced algorithms into robotic systems becomes essential. That's why we developed OpenML for
the
FTC robot so you can benefit from:
Pre-trained Models: Our solution comes equipped with already trained machine
learning models, optimized for object recognition, autonomous navigation, and other critical
functions during FTC competitions.
Orientation and Angle Detection: OpenML integrates mathematical algorithms
that
allow precise detection of orientation and angles from the onboard camera. This aspect is
essential
for autonomous navigation and performance on the competition field.
Modular Architecture: Each component of the platform can be customized and
extended, allowing teams to add specific functionalities or integrate new modules according to
their
competition strategy.
Open-Source: All resources are available for free to any interested team.
Whether
you are a new team or an established one, you can benefit from these technologies.
This project is intended for all teams β whether you are just starting out or already have
experience in
the field. By opening up our resources, we aim to stimulate innovation, improve performance in FTC
competitions, and create a collaborative community where every contribution counts.
We invite you to explore each component of this platform in detail and discover how OpenML can
transform
your team's strategy and execution on the competition field. Each section of the documentation is
designed to provide you with the necessary support for the rapid and efficient implementation of
machine
learning technologies in FTC robotics.
Enjoy this innovative experience and do not hesitate to contribute to the continuous development of
the
project!