Detecting defects in parts and products is a common need in manufacturing. We will show how to use Laon People’s AI machine vision tools to develop solutions for product defect inspection applications. Manufacturers find these easy-to-use tools highly accurate, robust […]
Computer vision (CV) works on images pre-processed by a camera’s image signal processor (ISP). For the ISP to provide subjectively “good” image quality (IQ), its parameters must be manually tuned by imaging experts over many months for each specific lens […]
Achieving high performance and power efficiency for machine learning inference at the edge requires maintaining high chip utilization, even with a batch size of one, while processing high-resolution image data. In this Over-the-Shoulder tutorial session, we will show how Edgecortix’s […]
In this in-depth tutorial, you’ll learn how to build real-world embedded machine learning (ML) applications ranging from simple sensor configurations to powerful Linux-based computer vision applications, hands-on. We’ll cover: Collecting and classifying datasets Designing and training high-accuracy models Optimizing and […]
The need for IoT edge applications has never been greater. But complex requirements and unique connectivity, security, and latency challenges impede progress and extend time to market for software developers. In addition, many solution developers face the challenge of scaling […]
When developing an edge AI solution, DNN inference performance is critical: If your network doesn’t meet your throughput and latency requirements, you’re in trouble. But accurately measuring inference performance on target hardware can be time-consuming—just getting your hands on the […]
Have you ever been inspired by a new AI research paper and tried to replicate it using open source code, only to end up with a “bricked” development system? This is a common experience. The AI ecosystem is fragmented; many […]
hxGraph is a high-level tool that enables users to develop computer vision applications using the OpenCV APIs and then target the application to run on the high-performance HyperX embedded processor. hxGraph accepts a Python program written using the OpenCV API […]
