VeriSilicon has announced the launch of AcuityPercept, an innovative AI-based automatic Image Signal Processing (ISP) tuning system. Designed to optimize image processing parameters dynamically, AcuityPercept significantly enhances object recognition accuracy and efficiency for AI perception systems. The system is widely applicable across industries, including autonomous driving, robotic vision, and AIoT (Artificial Intelligence of Things), and offers a comprehensive solution for improving vision-based applications.
AI-Powered Optimization for Object Recognition
AcuityPercept utilizes an advanced global directive and local refinement algorithm that automatically fine-tunes ISP parameters. By leveraging metadata and loss feedback from AI task models, the system ensures optimal ISP tuning, which enhances object detection accuracy. This continuous refinement process enables the delivery of ISP-processed images that are ideal for neural network processing, ensuring higher-quality input for AI perception engines.
The integration of VeriSilicon’s ISP IP allows AcuityPercept to offer a closed-loop optimization system, meaning it not only adjusts parameters automatically but also improves over time by adapting to the needs of the AI model. This dynamic process is critical for applications where precision and real-time decision-making are essential, such as in autonomous vehicles and robotic systems.
Transforming AI Vision Systems
Weijin Dai, Chief Strategy Officer, Executive Vice President, and General Manager of the IP Division at VeriSilicon, emphasized the significance of AcuityPercept, stating:
“AcuityPercept is a key ISP tuning system that bridges the ISP with the target AI perception engine to achieve optimal object recognition. As AI-driven perception becomes increasingly critical in autonomous vehicles, smart surveillance, and robotics, our AI-powered automatic ISP tuning system lays the foundation for more accurate, efficient, and scalable AI vision solutions. AcuityPercept has demonstrated excellent results with road data collected by our automotive ISP customers. It is a crucial technology that enables vision perception engines to clearly and reliably identify objects.”
VeriSilicon’s AcuityPercept offers a powerful, AI-driven solution for automated ISP tuning, improving the accuracy and efficiency of AI vision systems across multiple industries. With its ability to continuously refine image processing parameters, AcuityPercept enhances object recognition, making it an essential tool for AI-powered perception applications. As the demand for high-performance AI vision grows in fields like autonomous driving and robotics, AcuityPercept sets the stage for next-generation AI vision solutions.
