Federico Perazzi, Head of AI at Bending Spoons, presents the “Knowledge Distillation of Convolutional Neural Networks” tutorial at the May 2022 Embedded Vision Summit. Convolutional neural networks are ubiquitous in academia and industry, especially for computer vision and language processing tasks. However, their superior ability to learn meaningful representations in large-scale data comes at a […]
Gaurav Singh, Perception Lead and System Architect at Nemo @ Ridecell, presents the “Ensuring Quality Data for Deep Learning in Varied Application Domains: Data Collection, Curation and Annotation” tutorial at the May 2022 Embedded Vision Summit. In this presentation, Singh explores the data lifecycle for deep learning, with a particular emphasis on data curation and
Max Henkart, Optics Consultant and Owner of Commonlands LLC, presents the “12+ Image Quality Attributes that Impact Computer Vision” tutorial at the May 2022 Embedded Vision Summit. In this presentation, Henkart introduces key image quality metrics. He discusses how they impact the performance of geometric and CNN-based methods, along with providing key performance indicators (KPIs)
This blog post was originally published at Visidon’s website. It is reprinted here with the permission of Visidon. Put simply, a smart screen is a battery-powered, touch-screen device that connects, shares, and interacts with other devices. It is also known as a wireless monitor and is used for activities that require little or no keyboard
This blog post was originally published at Synaptics’ website. It is reprinted here with the permission of Synaptics. Remote controls have tended to be practical, utilitarian devices with a well-deserved reputation for being the hardest to find when needed most. It doesn’t have to be this way in an era when users are using voice
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Ian Riches, VP of Global Automotive Practice at Strategy Analytics, presents the “Automotive Driver Monitoring Market: What’s Happening? Why? What’s the Opportunity?” tutorial at the May 2022 Embedded Vision Summit. This presentation covers Strategy Analytics’ detailed analysis and forecast of the driver monitoring systems (DMS) market. It highlights the driving forces behind the expected rapid
Jack Narcotta, Principal Analyst at Strategy Analytics, presents the “Market for Cameras and Video Doorbells in the Smart Home” tutorial at the May 2022 Embedded Vision Summit. 2022 may be the start of a reckoning for hardware-focused camera brands as selling at the lowest price is an unsustainable business model. Strategy Analytics has observed that
Susan Kennedy, Assistant Professor of Philosophy at Santa Clara University, talks with Jeff Bier, Founder of the Edge AI and Vision Alliance, for the “Ask the Ethicist: Your Questions about AI Privacy, Bias and Ethics Answered” interview at the May 2022 Embedded Vision Summit. Building ethical AI systems is a tricky business, since examining one’s
Susan Kennedy, Assistant Professor of Philosophy at Santa Clara University, presents the “Privacy: A Surmountable Challenge for Computer Vision” tutorial at the May 2022 Embedded Vision Summit. Ethical concerns about privacy come with the territory of computer vision—after all, it’s hard to deny the privacy implications when considering the digital images or videos that are
Stefan Heck, Chief Executive Officer and Founder of Nauto, presents the “Seeing the Future: 7 Decisions to Go from Idea to Successful Scale Business” tutorial at the May 2022 Embedded Vision Summit. Computer vision (CV) is a powerful tool, especially when coupled with deep learning AI approaches. For computer vision to have an impact on
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