Ubicept Extends Availability of Perception Technology to Make Autonomous Systems Using Conventional Cameras More Reliable

Computer vision processing unlocks higher quality, more trustworthy visual data for machines whether they use advanced sensors from Pi Imaging Technology or conventional vision systems

Ubicept, the computer vision startup operating at the limits of physics, today announced the release of the Ubicept Toolkit, which will bring its physics-based imaging to any modern vision system. Whether for single-photon avalanche diode (SPAD) sensors in next-generation vision systems or immediate image quality improvements with existing hardware, Ubicept provides a unified, physics-based approach that delivers high quality, trustworthy data.

“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.”

Ubicept’s solution is designed for the most advanced sensors to maximize image data quality and reliability. Now, the Toolkit will support any widely available CMOS camera with raw uncompressed output, giving perception developers immediate quality gains.

“Autonomous systems need a better way to understand the world. Our mission is to turn raw photon data into outputs that are specifically designed for computer vision, not human consumption,” said Tristan Swedish, CTO of Ubicept. “By making our technology available for more conventional vision systems, we are giving engineers the opportunity to experience the boost in reliability now while creating an easier pathway to SPAD sensor adoption.”

SPAD sensors – traditionally used in 3D systems – are poised to reshape the image sensor and computer vision landscape. While the CMOS sensor market is projected to grow to $30B by 2029 at 7.5% CAGR, the SPAD market is growing nearly three times faster, expected to reach $2.55B by 2029 at 20.1% CAGR.

Pi Imaging Technology is a leader in the field with its SPAD Alpha, a next-generation 1-megapixel single-photon camera that delivers zero read noise, nanosecond-level exposure control, and frame rates up to 73,000 fps. Designed for demanding scientific applications, it offers researchers and developers extreme temporal precision and light sensitivity. The Ubicept Toolkit builds on these strengths by transforming the SPAD Alpha’s raw photon data into clear, ready-to-use imagery for perception and analysis.

“Ubicept shares our deep commitment to advancing perception technology,” said Michel Antolović, CEO of Pi Imaging Technology. “By combining our SPAD Alpha’s state-of-the-art hardware with Ubicept’s real-time processing, perception engineers can get the most from what single-photon imaging has to offer.”

The Toolkit provides engineering teams with everything they need to visualize, capture, and process video data efficiently with the Ubicept Photon Fusion (UPF) algorithm. The SPAD Toolkit also includes Ubicept’s FLARE (Flexible Light Acquisition and Representation Engine) firmware for optimized photon capture. In addition, the Toolkit includes white-glove support to early adopters for a highly personalized and premium experience.

The Ubicept Toolkit will be available in December 2025. To learn how it can elevate perception performance and integrate into existing workflows, contact Ubicept here.

About Ubicept

Ubicept transforms raw sensor data into high-quality perception outputs that keep pace with rapidly advancing AI systems. Founded by computer vision experts from MIT and the University of Wisconsin-Madison, the company uses a physics-based approach that overcomes the limits of traditional sensors in challenging conditions such as low light, fast motion, and high dynamic range. Ubicept partners with leading automakers, AR/VR leaders, and camera manufacturers to push past the current limits of computer vision. Learn more at ubicept.com or follow Ubicept on LinkedIn.

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“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."