Case Study: Fantasmo achieves connection-less global positioning with Tribe AI

How Fantasmo is using machine learning to make GPS obsolete

Fantasmo, a company developing advanced positioning technology, faced the challenge of adapting its complex camera-based algorithm to run on a low-power chip without requiring any data connectivity. They partnered with Tribe AI to find the specialized expertise needed to optimize their machine learning model for this embedded environment, aiming to help micromobility companies enforce parking compliance.

Tribe AI provided a machine learning engineer who drastically reduced the model's memory footprint by 96% and made it compatible with the target chip architecture. This optimization by Tribe AI reduced compute costs by 72% and sped up the model by 3.6 times, enabling Fantasmo to launch a groundbreaking, connection-less global positioning solution.

Fantasmo

Ryan Measel

CEO and Co-Founder