Visionary.AI’s AI ISP has been awarded the 2026 Edge AI and Vision Product of the Year Award in the Edge AI Cameras and Sensors category.
The Visionary.ai ISP is the world’s first fully end-to-end ISP pipeline. The AI ISP is designed to run at the edge, on NPU, making it flexible, chip-area-efficient, and software-defined. This breakthrough builds upon Visionary.ai’s AI video denoiser, extending it into a full imaging pipeline. Unlike other edge AI software which address individual ISP blocks, Visionary.ai’s solution constitutes a full AI software ISP.
The AI ISP delivers superior video quality across all lighting and motion conditions, in real-time, with
reduced blur and noise, increased sharpness and color accuracy, stronger temporal stability and fewer artifacts. In addition, the ISP improves object detection, enhancing computer vision accuracy downstream. Results in low light show over 75% increase in detection accuracy, and 91% reduction in false positives. The software works hand-in-hand with Visionary.ai’s custom neural network training platform, enabling a flexible, custom neural network for each customer. We believe that this positions the AI ISP to render the conventional hardware ISP as obsolete in the future.
“Edge AI has long forced a trade-off between image quality, power, and inference performance. Our AI ISP eliminates that compromise by replacing the traditional camera pipeline with a single real-time neural network,” said Oren Debbi, CEO, Visionary.ai. “The result is dramatically cleaner data for downstream models, better performance in challenging conditions, and significantly reduced tuning costs. We’re proud that our AI ISP has been recognized as a cornerstone technology for the next generation of edge AI.”
Visionary.ai empowers cameras to achieve the next generation of image quality. Their software-based ISP (Image Signal Processor) leverages AI to achieve market-leading performance on a wide range of imaging tasks such as low-light imaging, denoising, exposure control, and HDR. The company’s technology both dramatically improves image quality, and increases the accuracy and capabilities of detection and recognition algorithms. Other product features include gaze correction, bokeh, and depth maps on any sensor. As a software-based ISP, Visionary.ai is able to deploy updates in real time, ensuring that cameras can stay at the forefront of computer vision developments, and maintain the highest quality imaging capabilities in the market. Visionary.ai was founded by a team with years of experience pioneering real-time algorithms in computer vision. The team includes imaging, computer vision, ISP and optic experts from the world’s leading technology companies, including Apple, Samsung, Corephotonics, Intel and Mobileye.
The award trophy will be presented at the 2026 Embedded Vision Summit May 11-13 in Santa Clara, CA. The awards program is organized by the Edge AI and Vision Alliance. The Edge AI and Vision Product of the Year Awards celebrate the innovation and achievement of the industry’s leading companies that are enabling and developing products incorporating edge AI and computer vision technologies.
