For more than 20 years, Icare research institute, based at TechnoArk Sierre (Switzerland), has focused on innovative software design and production in both domains of the Internet of Things and ubiquitous computing. It also orients its expertise and research axes in the fields of objects identification, computer vision and machine learning. These innovations are integrated with mobile and wearable devices, which are able to communicate and interact with value-added services hosted in the Cloud.