Grabango’s checkout-free shopping system allows you to shop in grocery and convenience stores without having to scan your items or wait in lines. Grabango uses pure computer vision to identify every product in the store, understand what they are and […]
For over 30 years BDTI has provided engineering, evaluation and advisory services to processor suppliers and companies that use processors in products. We’ve seen a lot, including some classic mistakes. (You know, things like: the chip has an accelerator, but […]
We live in a three-dimensional world, and the ability to perceive in three dimensions is essential for many systems. In this talk, we will introduce the main types of depth cameras, including passive and active stereo; structured light; and direct […]
For machines that operate outdoors—such as autonomous cars and trucks—image quality degradation due to weather conditions presents a significant challenge. For example, snow, rainfall and raindrops on optical surfaces can wreak havoc on machine perception algorithms. In this talk, we […]
Blue River Technology, a subsidiary of John Deere, uses computer vision and deep learning to build intelligent machines that help farmers grow more food more efficiently. By enabling robots to tell the difference between crops and weeds and then only […]
Transformer neural networks have revolutionized artificial intelligence by introducing an architecture built around self-attention mechanisms. This has enabled unprecedented advances in understanding sequential data, such as human languages, while also dramatically improving accuracy on nonsequential tasks like object detection. In […]
In this talk we will begin by introducing federated learning (FL) for computer vision in IoT edge applications. Federated learning is an approach to machine learning that enables collaborative training of deployed models while maintaining decentralized data. We will survey […]
In this presentation, we will cover the basics of scaling edge AI solutions using the Nx tool kit. We will emphasize the process of developing AI models and deploying them globally. We will showcase the conversion of AI models and […]
From ADAS to autonomous vehicles to smartphones, the number and variety of sensors used in edge devices is increasing: radar, LiDAR, time-of-flight sensors and multiple cameras are more and more common. And, as sensors have improved, the data rates associated […]
For decades, cameras have been increasingly used in industrial applications as key components for automation. After two years of rapid growth in 2021 and 2022, the industrial machine vision market paused in 2023, affected by the global economic downturn which […]
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