Pei Zhang, Associate Research Professor at Carnegie Mellon University, presents the “Structures as Sensors: Smaller-Data Learning in the Physical World” tutorial at the September 2020 Embedded Vision Summit. Machine learning has become a useful tool for many data-rich problems. However, its use in cyber-physical systems has been limited because of its need for large amounts […]
Zuoguan Wang, Senior Algorithm Manager at Black Sesame Technologies, presents the “Joint Regularization of Activations and Weights for Efficient Neural Network Pruning” tutorial at the September 2020 Embedded Vision Summit. With the rapid increase in the sizes of deep neural networks (DNNs), there has been extensive research on network model compression to improve deployment efficiency.
Jeff Bier, Founder of the Edge AI and Vision Alliance and President of BDTI, presents the “Key Trends and Challenges in Practical Visual AI and Computer Vision” tutorial at the September 2020 Embedded Vision Summit. With visual AI and computer vision technologies advancing faster than ever, it can be difficult to see the big picture.
Tim Hartley, Director of Product and Marketing at Arm, presents the “Machine Learning for the Real World: What is Acceptable Accuracy, and How Can You Achieve It?” tutorial at the September 2020 Embedded Vision Summit. The benefits of running machine learning at the edge are widely accepted, and today’s low-power edge devices are already showing
Rajy Meeyakhan Rawther, PMTS Software Architect in the Machine Learning Software Engineering group at AMD, presents the “Parallelizing Machine Learning Applications in the Cloud with Kubernetes: A Case Study” tutorial at the September 2020 Embedded Vision Summit. In this talk, Rawther presents techniques for obtaining the best inference performance when deploying machine learning applications in
Kiriti Nagesh Gowda, staff engineer in the Machine Learning and Computer Vision Group at AMD and chair of the Khronos OpenVX working group, presents the “Democratizing Computer Vision and Machine Learning with Open, Royalty-Free Standards: OpenVX” tutorial at the September 2020 Embedded Vision Summit. OpenVX is a mature computer vision and machine learning API standard
Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the September 2020 Embedded Vision Summit on September 24, 2020. Bier provides an overview of the edge AI and vision market opportunities, challenges, solutions and trends. He also introduces the Edge AI and Vision Alliance and the resources it offers for both
September 2020 Embedded Vision Summit Opening Remarks (September 24) Read More +
Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the September 2020 Embedded Vision Summit on September 22, 2020. Bier provides an overview of the edge AI and vision market opportunities, challenges, solutions and trends. He also introduces the Edge AI and Vision Alliance and the resources it offers for both
September 2020 Embedded Vision Summit Opening Remarks (September 22) Read More +
Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the September 2020 Embedded Vision Summit on September 17, 2020. Bier provides an overview of the edge AI and vision market opportunities, challenges, solutions and trends. He also introduces the Edge AI and Vision Alliance and the resources it offers for both
September 2020 Embedded Vision Summit Opening Remarks (September 17) Read More +
Jeff Bier, Founder of the Edge AI and Vision Alliance, welcomes attendees to the September 2020 Embedded Vision Summit on September 15, 2020. Bier provides an overview of the edge AI and vision market opportunities, challenges, solutions and trends. He also introduces the Edge AI and Vision Alliance and the resources it offers for both
September 2020 Embedded Vision Summit Opening Remarks (September 15) Read More +
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