Lumisafe is designed as a privacy-friendly fall detection system, and artificial intelligence (AI) technology is at the heart of its capability. Unlike systems that might rely on cameras capturing detailed images, Lumisafe uses advanced AI models to interpret data from depth sensors. These sensors capture information about shape and movement without recording identifiable visual details, ensuring user privacy is maintained at all times.

The Lumisafe device incorporates multiple built-in machine-learning models. One key model is focused on pose estimation. This AI analyzes the depth data to understand the position and orientation of a person within the monitored space. By accurately tracking body posture and movement patterns, the system can differentiate between normal activities and potential fall events. Another crucial AI model is specifically trained for fall detection. This model takes the pose information and other data points to determine if a fall has occurred with high accuracy.

A fundamental aspect of Lumisafe's design is its commitment to privacy through local processing. All the data captured by the depth sensor is processed 100% locally on the device itself using these powerful AI models. This means that sensitive information never leaves the device and is not sent to external servers for analysis. The AI performs all the necessary computations on-site, from interpreting sensor data to running the fall detection algorithms. This local processing capability, powered by the onboard AI, is what makes Lumisafe truly privacy-friendly.

Furthermore, the machine-learning models within Lumisafe are not static. They are designed to continue learning and improving over time. The models can train locally based on the specific environment and typical movements within that space. This personalized training helps to enhance the accuracy of fall detection, reducing false alarms and ensuring reliable performance tailored to the installation location. This continuous local learning is a significant advantage provided by the integrated AI technology.

By leveraging AI technology in this way, Lumisafe provides a highly accurate and reliable fall detection solution while prioritizing user privacy. The combination of depth sensors and sophisticated, locally processed AI models makes it an ideal system for sensitive environments like public restrooms, bathrooms, and various healthcare settings. Lumisafe aims to make safety technology more accessible and user-friendly, and AI plays a vital role in achieving this goal. Lumisafe is set to release in the summer of 2025. You can learn more by visiting https://thelumisafe.com.