Lumisafe is designed as a privacy-friendly fall detection system, utilizing advanced technology to provide reliable safety monitoring. At its core, Lumisafe employs depth sensor technology combined with sophisticated machine learning models. This combination allows the system to accurately detect falls in various environments, making it particularly suitable for sensitive locations like public restrooms, bathrooms, and healthcare facilities where privacy is paramount.

The key to Lumisafe's privacy-friendly approach lies in its use of Time-of-Flight depth sensors. Unlike traditional cameras that capture detailed visual information (RGB data), depth sensors measure the distance to objects, creating a 3D map of the environment. This means that Lumisafe devices capture only depth data, ensuring that no personal or private visual information is ever recorded or processed. This fundamental design choice guarantees user privacy while still enabling effective fall detection.

Powering the detection capabilities are Lumisafe's built-in machine learning models. These models are pretrained to analyze the depth data and accurately identify falls. The system includes models for tasks like pose estimation, which helps understand body position and movement, and a dedicated model for fall detection. A significant feature is the ability for these models to continue training locally based on the specific environment, allowing them to improve accuracy over time and adapt to personalized settings.

A cornerstone of the Lumisafe system is its commitment to 100% local data processing. All sensor data capture, analysis, and even the training of personalized models occur directly on the Lumisafe device. This eliminates the need to send sensitive data to external servers or the cloud, further reinforcing privacy and security. This local processing is facilitated by open-source hardware solutions, ensuring transparency and control over the data flow.

Beyond its technical capabilities, Lumisafe is designed with user-friendliness in mind. The goal is to make advanced safety technology accessible to individuals in healthcare settings and those facing physical challenges. Lumisafe offers a budget-friendly fall detection program compared to some alternatives. The system is complemented by an easy-to-use app, simplifying setup, monitoring, and alerts, making it a practical solution for both public institutions and private individuals.

Lumisafe offers solutions tailored to different needs. The Lumisafe S1 is our first system designed for family use, providing a privacy-friendly and high-accuracy solution for home environments. For public spaces requiring monitoring of multiple areas, the Lumisafe P1 is available. Both models share the core technology of Time-of-Flight sensors and AI models, ensuring consistent privacy and performance across different applications.

Lumisafe is set to be released in the summer of 2025. We believe this technology will offer a significant step forward in providing effective fall detection while fully respecting individual privacy. To learn more about Lumisafe and its features, interested individuals can visit our website at https://thelumisafe.com. For any inquiries, support can be reached at support@thelumisafe.com.