Explore the innovative world of intelligent collaboration cameras in this 51-minute conference talk from NDC Conferences. Dive into the technology behind Huddly, the only camera in the video collaboration space featuring a hardware-powered convolutional neural network. Discover how design thinking is applied to develop product features and learn about the company's approach to artificial intelligence in user-facing products. Gain insights into edge computing and understand Huddly's investment in this technology. Observe how user testing and optimization of machine learning models contribute to enhanced user experiences. This talk by Mats Gabriel Love Johansen and Kai Wig offers a comprehensive look at the intersection of advanced camera technology, applied machine learning, and user-centric design in the realm of video collaboration.