Lumisafe is designed with your privacy and safety as top priorities. A core feature that sets Lumisafe apart is its commitment to 100% local data processing. This means that all the data captured by the device stays right on the device itself. From the moment the depth sensor captures information to the analysis by the machine-learning models and even the training of personalized models, everything happens locally.

This local processing approach is fundamental to ensuring privacy. Unlike systems that send data to external servers or the cloud for analysis, Lumisafe keeps sensitive information contained within the device. This significantly reduces the risk of data breaches or unauthorized access to personal information. You can have peace of mind knowing that your data is not being transmitted or stored off-site.

The technology behind Lumisafe's privacy-friendly design includes the use of time-of-flight depth sensors. These sensors capture depth data, which is essentially information about the distance of objects in the environment. Crucially, depth sensors cannot capture traditional RGB (color) images. This means that the data processed by Lumisafe does not contain any visual details that could identify individuals or reveal private activities. It's purely spatial data used for detecting falls.

Furthermore, the machine-learning models built into Lumisafe devices operate entirely locally. These models analyze the depth data to perform tasks like pose estimation and fall detection. The ability for these models to train locally on personalized environmental data further enhances accuracy without ever needing to send data elsewhere. This self-improvement happens securely on the device.

By processing all data locally using privacy-focused depth sensors and on-device machine learning, Lumisafe provides a robust and secure fall detection solution. This design choice reflects a deep commitment to protecting user privacy while delivering reliable safety monitoring, making it an ideal choice for environments where privacy is paramount, such as healthcare facilities and private homes.