Algolux

Smart Optimization for Vision Systems

At Algolux, our mission is to enable autonomous vision – empowering cameras to see more clearly and perceive what cannot be sensed with today’s imaging and vision systems. As traditional imaging and computer vision systems converge, tuning for image quality is becoming more complex, costly, and resource-hungry. We address this opportunity with CRISP-ML, our machine learning platform that optimizes computer vision systems for image quality. Taking this one step further, we envision a world where traditional ISPs will be replaced by artificial intelligence. Using deep learning, we have conceived a unified neural architecture that integrates the image formation model (optics, sensor) with the high level computer vision model. CANA, our Camera-Aware Neural Architecture, shows results that provide a significant improvement in computer vision accuracy without an ISP or the deep imaging expertise required today.