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-enabled cameras have demonstrated the potential to bring compelling functionality to numerous applications. But to realize the full potential and assist with the growth of AI-enabled cameras, we must drastically simplify the work of developing, deploying and maintaining these cameras. […]
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 […]
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 […]
Today’s face recognition networks identify white men correctly more often than white women or non-white people. The use of these models can manifest racism, sexism, and other troubling forms of discrimination. There are also publications suggesting that compressed models have […]
Neural networks are being used to solve an ever-increasing number of use cases, elevating the importance of efficient model training and ongoing model maintenance. The value of a machine learning solution is easy to demonstrate in the lab but quickly […]
Facilities and operations managers of buildings, college campuses, retail and foodservice establishments all struggle to answer one fundamental question: “What are people doing in our spaces?” Computer vision – specifically edge computer vision – provides the ability to not only […]
Qualcomm has invested extensively in its state-of-the-art Qualcomm Neural Network and software stack, including the Qualcomm Neural Processing SDK and the AI Model Efficiency Toolkit. These toolkits have helped many developers take their applications to the next level with extreme […]
