Events

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Past Events

[Embedded Vision Summit 2021] TinyML Isn’t Thinking Big Enough

[Embedded Vision Summit 2021] TinyML Isn’t Thinking Big Enough

Today, TinyML focuses primarily on shoehorning neural networks onto microcontrollers or small CPUs but misses the opportunity to transform all of ML because of two unfortunate assumptions: first, that tiny models must make significant performance and accuracy compromises to fit inside edge devices, and second, that tiny models should run on CPUs or microcontrollers. Regarding … Continued

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27 May 2021
[Embedded Vision Summit 2021] Facing Up to Bias

[Embedded Vision Summit 2021] Facing Up to Bias

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 greater bias than uncompressed ones. Remarkably, poor statistical reasoning bears as much responsibility for the … Continued

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25 May 2021
December 2020 Edge AI and Vision Alliance Innovation Forum

December 2020 Edge AI and Vision Alliance Innovation Forum

The event will be presented on a robust virtual platform allowing attendees to attend presentations, ask questions of the speakers, see Member company demos and network with other industry attendees.

Steve will be speaking on a panel at this event.

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10 December 2020
[Parks Connections] Panel – AI and the Smart Home: Proactive and Predictive Intelligence

[Parks Connections] Panel – AI and the Smart Home: Proactive and Predictive Intelligence

In this session, Parks Associates analysts present new research quantifying consumer demand for smart product and system features that are powered by AI to provide a new layer value through automation, assistance, or personalization.

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12 November 2020
[Global Foundries Tech Conference] Opportunities in Edge AI

[Global Foundries Tech Conference] Opportunities in Edge AI

Explosive data growth and real-time data analysis drives the need for increased performance and power efficiency for edge devices such as home security cameras, wearables, mobile phones, and smart appliances. Purpose-built AI accelerators handle these challenges, significantly speeding up AI applications such as inferencing at the edge by enabling local processing. Learn how purpose-built AI … Continued

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24 September 2020
[Embedded Vision Summit] Opportunities and Challenges in Realizing the Potential for AI at the Edge: Update from the Front Lines (Panel Discussion)

[Embedded Vision Summit] Opportunities and Challenges in Realizing the Potential for AI at the Edge: Update from the Front Lines (Panel Discussion)

The opportunity for edge AI solutions at scale is massive—and is expected to eclipse cloud-based approaches in the next few years. But to realize this potential, we must find ways to simplify and democratize the development and deployment of edge AI systems. What are the most critical gaps that must be filled to streamline edge … Continued

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22 September 2020
[Embedded Vision Summit] Accuracy: Beware of Red Herrings and Black Swans

[Embedded Vision Summit] Accuracy: Beware of Red Herrings and Black Swans

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 test set, while nearly universal, is frequently a bad strategy.) How can we avoid catastrophic errors due to black swans—rare, highly atypical events? … Continued

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17 September 2020
[Embedded Vision 2020] Ergo: Perceive’s Chip – Data Center-Class Inference in Edge Devices at Ultra-Low Power

[Embedded Vision 2020] Ergo: Perceive’s Chip – Data Center-Class Inference in Edge Devices at Ultra-Low Power

We will be attending this event as a Gold Sponsor. Please visit our online booth during the conference!

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15 September 2020
[Embedded Vision Summit] Booth

[Embedded Vision Summit] Booth

We are attending Embedded Vision Summit 2020 as a Gold sponsor. Please visit our virtual booth to learn more about us!

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15 September 2020