HP Software and Hardware DePIN Network

Palm Scan Software and Hardware: From Palm Print and Palm Vein Recognition AI Model to DePIN Device

Humanity Protocol is set to develop its palm recognition technology in two distinct phases, all powered by our proprietary AI model.

The first phase focuses on palm print recognition, utilizing users’ existing mobile devices, ensuring a low barrier of entry for rapid and convenient user acquisition. This method allows for the generation of an RGB image using a smartphone camera in natural lights. In the first phase, the implementation of palm print recognition not only offers a straightforward and accessible method for users, leveraging the ubiquitous presence of smartphones, but also provides a robust layer of security. Palm print recognition furnishes us with a scalable solution that boasts accuracy levels conducive to combating sybil resistance. Through a meticulous 1 to 1 relationship check, this technology ensures that each individual authenticated is indeed a real human, thereby fortifying the integrity of the verification process.

The second phase will introduce palm vein recognition, employing a specialized device with an infrared camera that can be physically connected to a smartphone. The unique vein patterns in the palm of users are analyzed for even more precise identity verification use cases. In the second phase, the integration of palm vein recognition elevates our capabilities to unprecedented heights, heralding a paradigm shift in biometric identification. By harnessing the distinctive vein patterns inherent in the human palm, this technology bestows upon us the power to achieve unparalleled accuracy suitable for 1:n verification scenarios encompassing the entire global populace. Furthermore, the versatility of palm vein recognition extends beyond online applications, as it can be seamlessly employed for offline verification use cases, accentuating its adaptability and real-world utility. Users of the DePIN device may not only verify the humanity of themselves, but others who are part of the Humanity Protocol network.

Both phases are enhanced by Humanity Protocol's own AI model, ensuring a seamless integration of convenience and high precision in biometric identification. Moreover, HP’s specialized device will also serve a crucial role within our DePIN network, underlining its multifunctional utility and significance in broader applications.