Ubicept, a computer vision startup working at the cutting edge of physics, announced the launch of the Ubicept Toolkit, a breakthrough offering that brings its physics-based imaging capabilities to virtually any modern vision system. Designed to enhance performance across both emerging and existing hardware, the Toolkit delivers a unified, physics-grounded approach that generates high-quality, trustworthy visual data—whether applied to next-generation single-photon avalanche diode (SPAD) sensors or used to immediately improve image quality on conventional cameras.
“Ubicept’s technology revolutionizes how machines see the world by unlocking the full potential of today’s and tomorrow’s image sensors. Our physics-based approach captures the full complexity of motion, even in low-light or high-dynamic-range conditions, providing more trustworthy data than AI-based video enhancement,” said Sebastian Bauer, CEO of Ubicept. “With the Ubicept Toolkit, we’re now making our advanced single-photon imaging more accessible for a broad range of applications from robotics to automotive to industrial sensing.”
Originally engineered to maximize data quality and reliability for the most advanced sensor technologies, Ubicept’s solution now extends its reach. With this release, the Toolkit supports any widely available CMOS camera capable of producing raw, uncompressed output, enabling perception developers to achieve instant improvements in image fidelity.
SPAD sensors, long associated with high-precision 3D systems, are rapidly gaining momentum and are poised to redefine the imaging and computer vision ecosystem. While the overall CMOS sensor market is projected to reach $30B by 2029 with a 7.5% CAGR, the SPAD market is accelerating at nearly triple that pace and is expected to grow to $2.55B by 2029 with a 20.1% CAGR.
Pi Imaging Technology is at the forefront of this shift with its SPAD Alpha—a next-generation, 1-megapixel single-photon camera featuring zero read noise, nanosecond-level exposure control, and frame rates up to 73,000 fps. Built for demanding scientific environments, the SPAD Alpha delivers exceptional temporal precision and light sensitivity. The Ubicept Toolkit amplifies these strengths by converting the SPAD Alpha’s raw photon stream into clear, structured imagery optimized for perception and analysis.
The Toolkit equips engineering teams with a complete suite for efficient video visualization, capture, and processing powered by Ubicept’s Photon Fusion (UPF) algorithm. It also includes the FLARE (Flexible Light Acquisition and Representation Engine) firmware to optimize photon collection on SPAD hardware. Early adopters receive dedicated white-glove support for a premium and highly tailored onboarding experience.
The Ubicept Toolkit will be available beginning December 2025. For more information on how it can enhance perception performance or integrate into existing workflows, interested organizations can contact Ubicept directly.
About Ubicept
Ubicept converts raw sensor data into high-quality perception outputs designed to keep pace with rapidly advancing AI systems. Founded by computer vision experts from MIT and the University of Wisconsin–Madison, the company applies a physics-based methodology that surpasses the limitations of traditional sensors in challenging environments such as low light, rapid motion, and high dynamic range. Ubicept collaborates with leading automakers, AR/VR innovators, and camera manufacturers to push the boundaries of what computer vision can achieve. Learn more at ubicept.com or follow Ubicept on LinkedIn.
