IoT Vision Lab - IIT Kanpur
Welcome to IoT Vision Lab, where we explore the intersection of cutting-edge technology and real-world applications. Our team of experts is dedicated to advancing the field of IoT and computer vision, pushing the boundaries of what's possible and creating innovative solutions to complex problems.
We believe that the future is connected, and that the power of IoT lies in its ability to create intelligent systems that can communicate with each other, learn from each other, and adapt to changing circumstances. By combining IoT with computer vision, we're able to create systems that can not only collect and process data, but also make sense of it in real time.
A federated learning approach for smart healthcare systems
Remote patient health monitoring has increased significantly due to technology advancements and pandemic-like situations. Federated Learning (FL) can solve data privacy challenges by training ML models locally on IoT devices without data transfer to the cloud. This article discusses identifying rare diseases and critical care, resolving the problem of insufficient patient health data, and preserving patient privacy.