Lumisafe is designed with privacy as a core principle. In today's world, protecting personal information is more important than ever, especially in sensitive environments like healthcare facilities, public restrooms, or even private homes. Traditional monitoring systems often rely on standard cameras that capture detailed visual information, which can raise significant privacy concerns for individuals.

Lumisafe takes a fundamentally different approach to fall detection. Instead of using standard RGB cameras that capture identifiable images, Lumisafe utilizes advanced Time-of-Flight (ToF) depth sensors. These sensors work by emitting light and measuring the time it takes for the light to return after bouncing off objects. This technology creates a depth map of the environment, essentially seeing shapes and distances rather than capturing detailed visual features of people. This means that no personal or private visual information, such as faces or specific physical characteristics, is ever captured by the sensor.

Beyond the sensor technology, Lumisafe ensures privacy through its data processing method. All sensor data captured by the Lumisafe device is processed 100% locally on the device itself. This includes the initial data capture, the analysis by the built-in machine learning models (which include pose estimation and fall detection), and even the training of personalized models to improve accuracy in a specific environment. The data never leaves the device for processing, eliminating the risk of sensitive information being transmitted, stored remotely, or accessed by external parties.

This commitment to local processing and the use of privacy-friendly depth sensors makes Lumisafe an ideal solution for environments where privacy is paramount. It provides accurate and reliable fall detection without compromising the dignity or privacy of individuals. Whether it's for monitoring in public spaces like restrooms or providing peace of mind in private residences, Lumisafe offers a solution that respects personal space and data security.

By combining innovative depth sensor technology with secure, on-device data processing, Lumisafe sets a new standard for privacy-friendly fall detection. It allows for effective safety monitoring while ensuring that personal information remains private and protected at all times. This focus on privacy is integral to the Lumisafe mission of making safety technology accessible and respectful for everyone.