by Max Maxfield
Do you recall my earlier column When Genetic Algorithms Meet Artificial Intelligence? This reflected my discovery that the chaps and chapesses at Algolux are using an evolutionary algorithm approach in their Atlas Camera Optimization Suite. The idea here is that, when it comes to creating a new camera system, each of the components lens assembly, sensor, and image signal processor (ISP) has numerous parameters (variables). This means that a massive and convoluted parameter space controls the image quality for each camera configuration.
Traditional human-based camera system tuning can involve weeks of lab tuning combined with months of field and subjective tuning. The sad part of all of this is that there’s no guarantee of results when it comes to computer vision applications employing artificial intelligence (AI) and machine learning (ML). The problem is that tuning a camera system for a computer vision application is a completely different
Algolux Brings Atlas Camera ISP Optimization for Computer Vision to Arm ISP Users design-reuse.com - get the latest breaking news, showbiz & celebrity photos, sport news & rumours, viral videos and top stories from design-reuse.com Daily Mail and Mail on Sunday newspapers.
Algolux Brings Atlas to the Cloud to Democratize Camera ISP Optimization for Computer Vision
Share Article
Design teams and SoC/ISP providers can now securely scale and deploy automated camera optimization to maximize vision system performance; solution support extended to Arm and Renesas ISPs
Algolux brings Atlas to the Cloud to Democratize Camera ISP Optimization
The Atlas Camera Optimization Suite, the industry’s first set of machine learning tools and workflows that automatically optimizes camera architectures for optimal image quality or for computer vision, is now enabled in the cloud and supports an extended set of camera ISPs from Arm and Renesas.
Algolux Brings Atlas Camera ISP Optimization for Computer Vision to Arm ISP Users
Share Article
Cloud-enabled Atlas workflow allows vision system designers and SoC providers using the Arm Mali-C71AE and Mali-C52 ISPs to securely scale and deploy automated camera optimization to quickly maximize vision system performance
Algolux Brings Atlas Camera ISP Optimization for Computer Vision to Arm ISP Users
“By enabling automatic optimization of Arm ISPs for computer vision and display applications, Algolux is providing the Arm ecosystem with a unique opportunity to deliver visual solutions at scale for autonomous workloads such as ADAS and automated driving as well as industrial and IoT applications.”