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DEEP LEARNING FOR VISION PROCESSING

The Caffe2 Framework for Mobile and Embedded Deep LearningFacebook
Fei Sun, software engineer at Facebook, introduces Caffe2, a new open-source machine learning framework, in this presentation. Sun also explains how Facebook is using Caffe2 to enable computer vision in mobile and embedded devices.

Methods for Understanding How Deep Neural Networks WorkFraunhofer
In this presentation, Dr. Wojciech Samek of the Fraunhofer Heinrich Hertz Institute provides an overview of deep neural networks and their capabilities and limitations for visual perception tasks. Among other topics, Dr. Samek covers various approaches for peering inside the network model "black box" and determining how it works, as well as the degree of reality behind widespread popular claims that artificial intelligence systems are or will soon be "unbeatable".

LARGE-VOLUME VISUAL DATA COLLECTION AND ANALYSIS

Using Vision to Collect Rich Data in the Moment of Truth for Retail Analytics and Market ResearchGfK
Dr. Anja Dieckmann of GfK Verein and Markus Iwanczok of GfK SE explore the value of using vision-based market research, going beyond the capabilities of traditional questionnaires and retail panels, in this presentation. Dieckmann and Iwanczok explain how to infer emotions from facial expressions, as well as how to use in-store tracking to log and boost shopper conversions into sales.

The Reverse Factory: Embedded Vision in High-volume Laboratory Applicationstec-connection
In this presentation, Dr. Patrick Courtney, MBA, of tec-connection and the Standards in Laboratory Automation (SiLA) Consortium, explains how vision-based systems can effectively find use in various high-volume laboratory data collection and analysis scenarios. Courtney describes the underlying motivation and market opportunity, covers a detailed case study example, and provides insights into future imaging trends.

UPCOMING INDUSTRY EVENTS

Embedded Vision Summit: May 20-23, 2019, Santa Clara, California

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FEATURED NEWS

Free FLIR Starter Thermal Dataset Available Soon for Autonomous Vehicle Testing

Basler Presents 1:1 Replacement for CCD Cameras Featuring Sony's ICX618 Sensor

Artosyn Licenses and Deploys CEVA-XM4 Intelligent Vision Platform for Embedded AI SoC

Wave Computing Targets AI at Edge of Cloud Through Acquisition of MIPS

OmniVision Announces OVMed Image Signal Processor for Endoscopes

More News

 

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