Ubicept Launches Toolkit to Enhance Imaging Across Vision Systems

Ubicept, a computer vision startup that operates “at the limits of physics,” has introduced the **Ubicept Toolkit**, a groundbreaking solution designed to enhance imaging capabilities across various modern vision systems. This toolkit aims to improve the performance of both advanced single-photon avalanche diode (SPAD) sensors and existing hardware, enabling developers to utilize a unified, physics-based approach that delivers high-quality, reliable data.

The launch of the **Ubicept Toolkit** represents a significant advancement in machine vision technology. According to **Sebastian Bauer**, CEO of Ubicept, “Ubicept’s technology revolutionizes how machines see the world by unlocking the full potential of today’s and tomorrow’s image sensors.” He emphasizes that the company’s physics-based approach captures the full complexity of motion, even under challenging conditions such as low light or high dynamic range, providing more trustworthy data than traditional AI-based video enhancement methods.

Transforming Imaging Technology

The toolkit is particularly beneficial for developers working with **CMOS cameras**, which are widely available and commonly used in various applications. The introduction of the toolkit is expected to yield immediate quality improvements in image data, allowing perception developers to achieve significant advancements without needing to invest in new hardware immediately. **Tristan Swedish**, the CTO of Ubicept, states, “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.”

SPAD sensors, which have traditionally been utilized in 3D imaging systems, are now gaining traction for their potential to reshape the landscape of image sensors and computer vision technology. The **CMOS sensor market** is projected to expand to **$30 billion** by **2029**, growing at a compound annual growth rate (CAGR) of **7.5 percent**. In contrast, the SPAD market is anticipated to grow nearly three times faster, reaching **$2.55 billion** by **2029** with a CAGR of **20.1 percent**.

One notable player in this field is **Pi Imaging Technology**, which offers the **SPAD Alpha**, a next-generation 1-megapixel single-photon camera. This camera is distinguished by its zero read noise, nanosecond-level exposure control, and frame rates reaching up to **73,000 fps**. The camera’s design caters to demanding scientific applications, offering researchers and developers extreme temporal precision and light sensitivity. The **Ubicept Toolkit** enhances these capabilities by transforming the SPAD Alpha’s raw photon data into clear, ready-to-use imagery for further perception and analysis.

Enhanced Features and Support

**Michel Antolović**, CEO of Pi Imaging Technology, remarks, “Ubicept shares our deep commitment to advancing perception 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 **Ubicept Toolkit** equips engineering teams with the necessary tools to visualize, capture, and efficiently process video data through the **Ubicept Photon Fusion (UPF)** algorithm. Additionally, it includes **FLARE** (Flexible Light Acquisition and Representation Engine) firmware, optimizing photon capture for enhanced imaging results. For early adopters, the toolkit also offers personalized support, ensuring a premium experience.

The **Ubicept Toolkit** is set to be available in **December 2025**. Engineers and developers interested in elevating their perception performance and integrating these advanced capabilities into their existing workflows can find more information by contacting Ubicept directly.

This launch marks a pivotal moment in the evolution of imaging technology, promising to unlock new possibilities for industries ranging from robotics to automotive and industrial sensing.