Videos

“Parallelizing Machine Learning Applications in the Cloud with Kubernetes: A Case Study,” a Presentation from AMD

Algorithms, AMD, Processors, Software, Summit 2020, Tools, Videos /

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 […]

“Parallelizing Machine Learning Applications in the Cloud with Kubernetes: A Case Study,” a Presentation from AMD Read More +

“Democratizing Computer Vision and Machine Learning with Open, Royalty-Free Standards: OpenVX,” a Presentation from AMD

Algorithms, AMD, Processors, Software, Summit 2020, Tools, Videos /

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

“Democratizing Computer Vision and Machine Learning with Open, Royalty-Free Standards: OpenVX,” a Presentation from AMD Read More +

September 2020 Embedded Vision Summit Opening Remarks (September 24)

Algorithms, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2020, Tools, Videos /

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 +

September 2020 Embedded Vision Summit Opening Remarks (September 22)

Algorithms, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2020, Tools, Videos /

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 +

September 2020 Embedded Vision Summit Opening Remarks (September 17)

Algorithms, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2020, Tools, Videos /

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 +

September 2020 Embedded Vision Summit Opening Remarks (September 15)

Algorithms, Edge AI and Vision Alliance, Processors, Sensors and Cameras, Software, Summit 2020, Tools, Videos /

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 +

“Trends in Neural Network Topologies for Vision at the Edge,” a Presentation from Synopsys

Algorithms, Processors, Software, Summit 2020, Synopsys, Tools, Videos /

Pierre Paulin, Director of R&D for Embedded Vision at Synopsys, presents the “Trends in Neural Network Topologies for Vision at the Edge” tutorial at the September 2020 Embedded Vision Summit. The widespread adoption of deep neural networks (DNNs) in embedded vision applications has increased the importance of creating DNN topologies that maximize accuracy while minimizing

“Trends in Neural Network Topologies for Vision at the Edge,” a Presentation from Synopsys Read More +

“Accuracy: Beware of Red Herrings and Black Swans,” a Presentation from Perceive

Algorithms, Perceive, Software, Summit 2020, Tools, Videos /

Steve Teig, CEO of Perceive, presents the “Accuracy: Beware of Red Herrings and Black Swans” tutorial at the September 2020 Embedded Vision Summit. Machine learning aims to construct models that are predictive: accurate even on data not used during training. But how should we assess accuracy? (Hint: simply computing the average error on a pre-determined

“Accuracy: Beware of Red Herrings and Black Swans,” a Presentation from Perceive Read More +

“Recent Advances in Post-training Quantization,” a Presentation from Intel

Algorithms, Intel, Processors, Software, Summit 2020, Tools, Videos /

Alexander Kozlov, Deep Learning R&D Engineer at Intel, presents the “Recent Advances in Post-training Quantization” tutorial at the September 2020 Embedded Vision Summit. The use of low-precision arithmetic (8-bit and smaller data types) is key for the deployment of deep neural network inference with high performance, low cost and low power consumption. Shifting to low-precision

“Recent Advances in Post-training Quantization,” a Presentation from Intel Read More +

“The Opportunities and Challenges in Realizing the Potential for AI at the Edge: An Update from the Front Lines,” An Embedded Vision Summit Expert Panel Discussion

Algorithms, Perceive, Processors, Sensors and Cameras, Software, Summit 2020, Tools, Videos /

Samir Kumar, Managing Director at Microsoft M12, moderates the “Opportunities and Challenges in Realizing the Potential for AI at the Edge: An Update from the Front Lines” Expert Panel at the September 2020 Embedded Vision Summit. Other panelists include Pete Warden, Staff Research Engineer at Google; Stevie Bathiche, Technical Fellow at Microsoft; Steve Teig, CEO

“The Opportunities and Challenges in Realizing the Potential for AI at the Edge: An Update from the Front Lines,” An Embedded Vision Summit Expert Panel Discussion Read More +

Here you’ll find a wealth of practical technical insights and expert advice to help you bring AI and visual intelligence into your products without flying blind.

Pages

Topics

Contact

Address

Berkeley Design Technology, Inc.
PO Box #4446
Walnut Creek, CA 94596

Phone
Phone: +1 (925) 954-1411
Scroll to Top