MINIEYE’s I-CS solution is dedicated to provide comprehensive in-vehicle sensing solutions for smart cockpit and autonomous vehicles, by leveraging embedded computer vision and artificial intelligence (AI) using infrared (IR) cameras. I-CS tracks visual attributes such as head orientation, gaze, gesture, body movements, identities, along with analyzing intentions and behaviors. In addition, I-CS also detects objects inside a vehicle that are closely related to in-cabin activities. Our self-designed edge computing infrastructure allows our algorithms to run with high efficiency on automotive level chips, making it possible to offer larger combinations of visual sensing features in one set of solution. We support a large variety of platforms, including ARM, FPGA, and other specialized neural network chips. MINIEYE’s I-CS solution not only provides a uniquely broad range of cutting edge visual sensing features, but also does it with full capacity and ultimate performance on hardware platforms.