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May 2018 Embedded Vision Summit Replay

Keynotes

“From Mobility to Medicine: Vision Enables the Next Generation of Innovation,” a Keynote Presentation from Dean Kamen

Dean Kamen, founder of DEKA Research and Development, presents the “From Mobility to Medicine: Vision Enables the Next Generation of Innovation” tutorial at the May ...
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“Think Like an Amateur, Do As an Expert: Lessons from a Career in Computer Vision,” a Keynote Presentation from Dr. Takeo Kanade

Dr. Takeo Kanade, U.A. and Helen Whitaker Professor at Carnegie Mellon University, presents the “Think Like an Amateur, Do As an Expert: Lessons from a ...
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Business Insights

“Embedded AI for Smart Cities and Retail in China,” a Presentation from Horizon Robotics

Yufeng Zhang, VP of Global Business at Horizon Robotics, presents the “Embedded ...
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May 2018 Embedded Vision Summit Vision Tank Competition Finalist Presentations

Anil Cheriyadat, CEO of Sturfee, João Diogo Falcão, Director of Product at ...
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“Overcoming Bias in Computer Vision – A Business Imperative,” a Presentation from Entrepreneur Will Byrne

Entrepreneur Will Byrne presents the “Overcoming Bias in Computer Vision – A ...
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May 2018 Embedded Vision Summit Vision Entrepreneurs’ Panel

Nik Gagvani, President of CheckVideo, moderates the Vision Entrepreneurs’ Panel at the ...
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“Reduce Risk in Computer Vision Design: Focus on the User,” a Presentation from Twisthink

Paul Duckworth, Director of Engineering at Twisthink, presents the “Reduce Risk in ...
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“Leveraging Cloud Computer Vision for a Real-time Consumer Product,” a Presentation from Cocoon Cam

Pavan Kumar, Co-founder and CTO at Cocoon Cam, presents the "Leveraging Cloud ...
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“Intelligent Consumer Robots Powering the Smart Home,” a Presentation from iRobot

Mario Munich, Senior Vice President of Technology at iRobot, presents the “Intelligent ...
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“From 2D to 3D: How Depth Sensing Will Shape the Future of Vision,” a Presentation from Yole Développement

Guillaume Girardin, Division Director for photonics, sensing and displays at Yole Développement, ...
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“What’s Hot? The M&A and Funding Landscape for Machine Vision Companies,” A Presentation from Woodside Capital Partners

Rudy Burger, Managing Partner at Woodside Capital Partners, presents the “What’s Hot? ...
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“Data-driven Business Models Enabled by 3D Vision Technology,” a Presentation from FRAMOS

Christopher Scheubel, Head of IP and Business Development at FRAMOS, presents the ...
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“Balancing Safety, Convenience and Privacy in the Era of Ubiquitous Cameras,” a Presentation from Intel

Charlotte Dryden, Director of the Visual Computing Developer Solutions team at Intel, ...
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“Computer Vision for Industrial Inspection: From PCs to Embedded,” a Presentation from NET GmbH

Thomas Däubler, CTO of NET New Electronic Technology GmbH, presents the “Computer ...
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“Leveraging Edge and Cloud for Visual Intelligence Solutions,” a Presentation from Xilinx

Salil Raje, Senior Vice President in the Software and IP Products Group ...
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“Building Up a Start-up in Embedded Vision: Lessons from Machine Vision,” a Presentation from Basler

Arndt Bake, Chief Marketing Officer at Basler, presents the “Building up a ...
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“Using Vision to Transform Retail,” a Presentation from IBM

Sumit Gupta, Vice President of AI, Machine Learning and HPC at IBM, ...
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“The Four Key Trends Driving the Proliferation of Visual Perception,” a Presentation from the Embedded Vision Alliance

Jeff Bier, Founder of the Embedded Vision Alliance and Co-founder and President ...
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Enabling Technologies

“Rethinking Deep Learning: Neural Compute Stick,” a Presentation from Intel

Ashish Pai, Senior Director in the Neural Compute Program at Intel, presents ...
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“Achieving High-Performance Vision Processing for Embedded Applications with Qualcomm SoC Platforms,” a Presentation from Qualcomm

Sahil Bansal, Senior Director of Product Management at Qualcomm, presents the “Achieving ...
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“Energy-efficient Processors Enable the Era of Intelligent Devices,” a Presentation from NovuMind

Ren Wu, Founder and CEO of NovuMind, presents the “Energy-efficient Processors Enable ...
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“NovuTensor: Hardware Acceleration of Deep Convolutional Neural Networks for AI,” a Presentation from NovuMind

Miao (Mike) Li, Vice President of IC Engineering at NovuMind, presents the ...
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“The Journey and Sunrise Processors: Leading-Edge Performance for Embedded AI,” a Presentation from Horizon Robotics

Kai Yu, Founder and CEO of Horizon Robotics, presents the “Journey and ...
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“Deep Learning on Arm Cortex-M Microcontrollers,” a Presentation from Arm

Vikas Chandra, Senior Principal Engineer and Director of Machine Learning at Arm, ...
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“Neural Network Compiler: Enabling Rapid Deployment of DNNs on Low-Cost, Low-Power Processors,” a Presentation from Cadence

Megha Daga, Senior Technical Marketing Manager at Cadence, presents the “Neural Network ...
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“Enabling Software Developers to Harness FPGA Compute Accelerators,” a Presentation from Intel

Bernhard Friebe, Senior Director of Marketing for the Programmable Solutions Group at ...
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“Rapid Development of Efficient Vision Applications Using the Halide Language and CEVA Processors,” a Presentation from CEVA and mPerpetuo

Yair Siegel, Director of Business Development at CEVA, and Gary Gitelson, VP ...
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“Mythic’s Analog Deep Learning Accelerator Chip: High Performance Inference,” a Presentation from Mythic

Frederick Soo, Head of Product Development at Mythic, presents the “Mythic’s Analog ...
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“Enabling Cross-platform Deep Learning Applications with the Intel CV SDK,” a Presentation from Intel

Yury Gorbachev, Principal Engineer and the Lead Architect for the Computer Vision ...
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“At the Edge of AI At the Edge: Ultra-efficient AI on Low-power Compute Platforms,” a Presentation from Xnor.ai

Mohammad Rastegari, CTO of Xnor.ai, presents the “At the Edge of AI ...
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“Designing Smarter, Safer Cars with Embedded Vision Using EV Processor Cores,” a Presentation from Synopsys

Fergus Casey, R&D Director for ARC Processors at Synopsys, presents the “Designing ...
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“Project Trillium: A New Suite of Machine Learning IP,” a Presentation from Arm

Steve Steele, Director of Platforms in the Machine Learning Group at Arm, ...
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“Achieving 15 TOPS/s Equivalent Performance in Less Than 10 W Using Neural Network Pruning,” a Presentation from Xilinx

Nick Ni, Director of Product Marketing for AI and Edge Computing at ...
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“Exploiting Reduced Precision for Machine Learning on FPGAs,” a Presentation from Xilinx

Kees Vissers, Distinguished Engineer at Xilinx, presents the “Exploiting Reduced Precision for ...
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“Pilot AI Vision Framework: From Doorbells to Defense,” a Presentation from Pilot AI

Jonathan Su, CEO of Pilot AI, presents the “Pilot AI Vision Framework: ...
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“Optimizing Your System Software and BSP for Embedded Vision and AI,” a Presentation from Thundersoft

Daniel Sun, Vice President of the Intelligent Vision Business Unit at Thundersoft, ...
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“Deep Learning in MATLAB: From Concept to Optimized Embedded Code,” a Presentation from MathWorks

Avinash Nehemiah, Product Marketing Manager for Computer Vision, and Girish Venkataramani, Product ...
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“Embedding Programmable DNNs in Low-Power SoCs,” a Presentation from Xperi

Steve Teig, Chief Technology Officer at Xperi, presents the “Embedding Programmable DNNs ...
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“New Memory-centric Architecture Needed for AI,” a Presentation from Crossbar

Sylvain Dubois, Vice President of Strategic Marketing & Business Development at Crossbar, ...
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“A Physics-based Approach to Removing Shadows and Shading in Real Time,” a Presentation from Tandent Vision Science

Bruce Maxwell, Director of Research at Tandent Vision Science, presents the “A ...
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“Infusing Visual Understanding in Cloud and Edge Solutions Using State Of-the-Art Microsoft Algorithms,” a Presentation from Microsoft

Anirudh Koul, Senior Data Scientist, and Jin Yamamoto, Principal Program Manager, both ...
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“A New Generation of Camera Modules: A Novel Approach and Its Benefits for Embedded Systems,” a Presentation from Allied Vision Technologies

Paul Maria Zalewski, Product Line Manager at Allied Vision Technologies, presents the ...
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“High-end Multi-camera Technology, Applications and Examples,” a Presentation from XIMEA

Max Larin, CEO of XIMEA, presents the “High-end Multi-camera Technology, Applications and ...
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“Machine Learning Inference In Under 5 mW with a Binarized Neural Network on an FPGA,” a Presentation from Lattice Semiconductor

Abdullah Raouf, Senior Marketing Manager at Lattice Semiconductor, presents the “Machine Learning ...
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Technical Insights

“Implementing Image Pyramids Efficiently in Software,” a Presentation from Polymorphic Technologies

Michael Stewart, Proprietor of Polymorphic Technologies, presents the “Implementing Image Pyramids Efficiently ...
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“Hybrid Semi-Parallel Deep Neural Networks (SPDNN) – Example Methodologies & Use Cases,” a Presentation from Xperi

Peter Corcoran, co-founder of FotoNation (now a core business unit of Xperi) ...
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“Building Efficient CNN Models for Mobile and Embedded Applications,” a Presentation from Facebook

Peter Vajda, Research Scientist at Facebook, presents the “Building Efficient CNN Models ...
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“Harnessing the Edge and the Cloud Together for Visual AI,” a Presentation from Au-Zone Technologies

Sébastien Taylor, Vision Technology Architect at Au-Zone Technologies, presents the “Harnessing the ...
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“Improving and Implementing Traditional Computer Vision Algorithms Using DNN Techniques,” a Presentation from Imagination Technologies

Paul Brasnett, Senior Research Manager for Vision and AI in the PowerVR ...
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“Architecting a Smart Home Monitoring System with Millions of Cameras,” a Presentation from Comcast

Hongcheng Wang, Senior Manager of Technical R&D at Comcast, presents the “Architecting ...
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“The Perspective Transform in Embedded Vision,” a Presentation from Cadence

Shrinivas Gadkari, Design Engineering Director, and Aditya Joshi, Lead Design Engineer, both ...
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“Utilizing Neural Networks to Validate Display Content in Mission Critical Systems,” a Presentation from VeriSilicon

Shang-Hung Lin, Vice President of Vision and Imaging Products at VeriSilicon, presents ...
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“The Role of the Cloud in Autonomous Vehicle Vision Processing: A View from the Edge,” a Presentation from NXP Semiconductors

Ali Osman Ors, Director of Automotive Microcontrollers and Processors at NXP Semiconductors, ...
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“Understanding Real-World Imaging Challenges for ADAS and Autonomous Vision Systems – IEEE P2020,” a Presentation from Algolux

Felix Heide, CTO and Co-founder of Algolux, presents the “Understanding Real-World Imaging ...
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“Computer Vision Hardware Acceleration for Driver Assistance,” a Presentation from Bosch

Markus Tremmel, Chief Expert for ADAS at Bosch, presents the “Computer Vision ...
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“The Roomba 980: Computer Vision Meets Consumer Robotics,” a Presentation from iRobot

Mario Munich, Senior Vice President of Technology at iRobot, presents the “Roomba ...
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“How Simulation Accelerates Development of Self-Driving Technology,” a Presentation from AImotive

László Kishonti, founder and CEO of AImotive, presents the “How Simulation Accelerates ...
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“Recognizing Novel Objects in Novel Surroundings with Single-shot Detectors,” a Presentation from the University of North Carolina at Chapel Hill

Alexander C Berg, Associate Professor at the University of North Carolina at ...
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“Building a Typical Visual SLAM Pipeline,” a Presentation from Virgin Hyperloop One

YoungWoo Seo, Senior Director at Virgin Hyperloop One, presents the “Building a ...
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“Developing Computer Vision Algorithms for Networked Cameras,” a Presentation from Intel

Dukhwan Kim, computer vision software architect at Intel, presents the “Developing Computer ...
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“What is Neuromorphic Event-based Computer Vision? Sensors, Theory and Applications,” a Presentation from Ryad B. Benosman

Ryad B. Benosman, Professor at the University of Pittsburgh Medical Center, Carnegie ...
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“Words, Pictures, and Common Sense: Visual Question Answering,” a Presentation from Facebook and Georgia Tech

Devi Parikh, Research Scientist at Facebook AI Research (FAIR) and Assistant Professor ...
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“New Deep Learning Techniques for Embedded Systems,” a Presentation from Synopsys

Tom Michiels, System Architect for Embedded Vision at Synopsys, presents the “New ...
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“Creating a Computationally Efficient Embedded CNN Face Recognizer,” a Presentation from PathPartner Technology

Praveen G.B., Technical Lead at PathPartner Technology, presents the “Creating a Computationally ...
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“Getting More from Your Datasets: Data Augmentation, Annotation and Generative Techniques,” a Presentation from Xperi

Peter Corcoran, co-founder of FotoNation (now a core business unit of Xperi) ...
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“Deep Quantization for Energy Efficient Inference at the Edge,” a Presentation from Lattice Semiconductor

Hoon Choi, Senior Director of Design Engineering at Lattice Semiconductor, presents the ...
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“Real-time Calibration for Stereo Cameras Using Machine Learning,” a Presentation from Lucid VR

Sheldon Fernandes, Senior Software and Algorithms Engineer at Lucid VR, presents the ...
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“Even Faster CNNs: Exploring the New Class of Winograd Algorithms,” a Presentation from Arm

Gian Marco Iodice, Senior Software Engineer in the Machine Learning Group at ...
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“Generative Sensing: Reliable Recognition from Unreliable Sensor Data,” a Presentation from Arizona State University

Lina Karam, Professor and Computer Engineering Director at Arizona State University, presents ...
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“The OpenVX Computer Vision and Neural Network Inference Library Standard for Portable, Efficient Code,” a Presentation from AMD

Radhakrishna Giduthuri, Software Architect at Advanced Micro Devices (AMD), presents the “OpenVX ...
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“Deploying CNN-based Vision Solutions on a $3 Microcontroller,” a Presentation from Au-Zone Technologies

Greg Lytle, VP of Engineering at Au-Zone Technologies, presents the “Deploying CNN-based ...
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“Deep Understanding of Shopper Behaviors and Interactions Using Computer Vision,” a Presentation from the Università Politecnica delle Marche

Emanuele Frontoni, Professor, and Rocco Pietrini, Ph.D. student, both of the Università ...
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“Programming Techniques for Implementing Inference Software Efficiently,” a Presentation from Codeplay Software

Andrew Richards, CEO and Founder of Codeplay Software, presents the “Programming Techniques ...
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“APIs for Accelerating Vision and Inferencing: Options and Trade-offs,” a Presentation from Khronos

Neil Trevett, President of the Khronos Group and Vice President at NVIDIA, ...
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Fundamentals

“Introduction to LiDAR for Machine Perception,” a Presentation from Deepen AI

Mohammad Musa, the Founder and CEO of Deepen AI, presents the “Introduction ...
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“Approaches for Energy Efficient Implementation of Deep Neural Networks,” a Presentation from MIT

Vivienne Sze, Associate Professor at MIT, presents the “Approaches for Energy Efficient ...
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“Understanding Automotive Radar: Present and Future,” a Presentation from NXP Semiconductors

Arunesh Roy, Radar Algorithms Architect at NXP Semiconductors, presents the “Understanding Automotive ...
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“Visual-Inertial Tracking for AR and VR,” a Presentation from Meta

Timo Ahonen, Director of Engineering for Computer Vision at Meta, presents the ...
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“Bad Data, Bad Network, or: How to Create the Right Dataset for Your Application,” a Presentation from AMD

Mike Schmit, Director of Software Engineering for computer vision and machine learning ...
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“Understanding and Implementing Face Landmark Detection and Tracking,” a Presentation from PathPartner Technology

Jayachandra Dakala, Technical Architect at PathPartner Technology, presents the “Understanding and Implementing ...
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“From Feature Engineering to Network Engineering,” a Presentation from ShatterLine Labs and AMD

Auro Tripathy, Founding Principal at ShatterLine Labs (representing AMD), presents the “From ...
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“Depth Cameras: A State-of-the-Art Overview,” a Presentation from Aquifi

Carlo Dal Mutto, CTO of Aquifi, presents the “Depth Cameras: A State-of-the-Art ...
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“Designing Vision Front Ends for Embedded Systems,” a Presentation from Basler

Friedrich Dierks, Director of Product Marketing and Development for the Module Business ...
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“Optimize Performance: Start Your Algorithm Development With the Imaging Subsystem,” a Presentation from Twisthink

Ryan Johnson, lead engineer at Twisthink, presents the “Optimize Performance: Start Your ...
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“Introduction to Creating a Vision Solution in the Cloud,” a Presentation from GumGum

Nishita Sant, Computer Vision Scientist at GumGum, presents the “Introduction to Creating ...
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“Building A Practical Face Recognition System Using Cloud APIs,” a Presentation from the Washington County Sheriff’s Office

Chris Adzima, Senior Information Systems Analyst for the Washington County Sheriff’s Office ...
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“Solving Vision Tasks Using Deep Learning: An Introduction,” a Presentation from Google

Pete Warden, Google research engineer and the tech lead of  the TensorFlow ...
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“Introduction to Optics for Embedded Vision,” a Presentation from Edmund Optics

Jessica Gehlhar, Vision Solutions Engineer at Edmund Optics, presents the “Introduction to ...
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Technology Showcase

DEKA Research Overview of Current and Upcoming Computer Vision Programs

Dean Kamen, President of DEKA Research and Development and Founder of FIRST ...
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VirtuSense Technologies Company Overview

Deepak Gaddipati, CTO at VirtuSense Technologies, a Vision Tank judge’s choice award ...
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Sturfee Demonstration of Camera-based Rich Location Intelligence

Harini Sridharan, co-founder and CTO at Sturfee, a Vision Tank competition finalist, ...
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Nextchip Demonstration of Its Vadas Subsidiary’s Software Products

Barry Fitzgerald, manufacturers representative for Nextchip, delivers a product demonstration at the ...
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Nextchip Demonstration of Its Upcoming Apache 4 SoC

Barry Fitzgerald, manufacturers representative for Nextchip, delivers a product demonstration at the ...
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Luxoft Demonstration of Its HADA (Highly Automated Data Annotation) Service

Alexey Rybakov, senior director at Luxoft, delivers a product demonstration at the ...
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PathPartner Technology and Synopsys Demonstration of Facial Recognition and Verification

Gordon Cooper, product marketing manager at Synopsys, and Praveen G.B., technical lead ...
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Inuitive and Synopsys Demonstration of AI Applications with NU4000 SoC

Gordon Cooper, product marketing manager at Synopsys, and Michael Degtyar, field application ...
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Synopsys Demonstration of Deep Learning Inference and Sparse Optical Flow

Gordon Cooper, product marketing manager at Synopsys, delivers a product demonstration at ...
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Synopsys Demonstration of Android Neural Network Acceleration with EV6x

Gordon Cooper, product marketing manager, and Mischa Jonker, software engineer, both of ...
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Cadence Demonstration of On-Device AI for Image Classification

Megha Daga, senior technical marketing manager at Cadence, delivers a product demonstration ...
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Cadence Demonstration of On-Device AI for Object Detection

Megha Daga, senior technical marketing manager at Cadence, delivers a product demonstration ...
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Arm Demonstration of Image Classification Using Arm NN and the Compute Library

Gian Marco Iodice, Senior Software Engineer at Arm, delivers a product demonstration ...
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Arm Demonstration of the Company’s Object Detection Processor

Alexey Lopich, Principal Hardware Engineer and Team Lead at Arm, delivers a ...
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Horizon Robotics Demonstration of Its Autonomous Driving Platform Powered by Its Embedded AI Chip

Su Li, Senior Technical Account Manager at Horizon Robotics, delivers a product ...
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Horizon Robotics Demonstration of Its Smart City Solution Powered by Its Embedded AI Chip

Su Li, Senior Technical Account Manager at Horizon Robotics, delivers a product ...
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Horizon Robotics Demonstration of Its Smart Retail Solution Powered by Its Embedded AI Chip

Su Li, Senior Technical Account Manager at Horizon Robotics, delivers a product ...
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Boulder AI Demonstration of Its GPU-enabled DNNCam (Deep Neural Network Camera)

Darren Odom, CEO of Boulder AI, delivers a product demonstration at the ...
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NXP Semiconductors Demonstration of Deep Learning-based Multi-object Detection Using S32V234 Vision Processor

Ali Osman Ors, Director of AI Strategy and Partnerships for Automotive at ...
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NXP Semiconductors Demonstration of Optimized Performance and Memory Utilization for Object Detection on i.MX RT

Markus Levy, Director of Enabling Technologies at NXP Semiconductors, delivers a product ...
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AImotive Scales Toward Productization of Self-Driving Technology

Ferenc Pintér, Head of Software at AImotive, provides a company update at ...
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Intel Demonstration of Scalable Deep Learning-based Face Detection and Recognition with FPGAs

Richard Chuang, Global Platform Solutions Architect at Intel, delivers a product demonstration ...
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Intel Demonstration of High Performance Vision Deployment – The OpenVINO Toolkit in Action

Soren Knudsen, Video and Software Ecosystem Accelerant at Intel, delivers a product ...
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Intel Demonstration of Flexible Options to Speed Vision Workloads – A Heterogeneous Approach

Jeffrey McAllister, Technical Consulting Engineer at Intel, delivers a product demonstration at ...
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Lattice Semiconductor Demonstration of a Deep Neural Network that Consumes Only ~800 uW

Abdullah Raouf, Marketing Manager for Low Power Solutions at Lattice Semiconductor, delivers ...
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Lattice Semiconductor Demonstration of Speed Sign Detection Using ECP5 and Machine Learning

JP Singh, Automotive Marketing manager at Lattice Semiconductor, delivers a product demonstration ...
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Lattice Semiconductor Demonstration of Object Counting Using ECP5 and Machine Learning

Dirk Seidel, Senior Industrial Marketing Manager at Lattice Semiconductor, delivers a product ...
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Lattice Semiconductor Demonstration of Human Presence Detection at the Edge

Tom Watzka, Marketing Manager and Mobile Systems Architect at Lattice Semiconductor, delivers ...
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Intel Demonstration of Deep Learning Inference Performance at the Edge with the OpenVINO Toolkit

Saumya Satish, from the Computer Vision team at Intel, delivers a product ...
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Intel Demonstration of its RealSense Depth Camera D400 Family

Brian Pruitt, Director of Peripheral Segment at Intel, delivers a product demonstration ...
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PathPartner Technology Demonstration of Its Embedded Vision Capabilities

Praveen GB, Technical Lead at PathPartner Technology, delivers a product demonstration at ...
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NovuMind Demonstration of NovuTensor’s Super-Resolution Technology Capabilities

Jeff Lien, senior software engineer at NovuMind, demonstrates the company’s latest embedded ...
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NovuMind Demonstration of NovuTensor’s Real-Time Object Detection Capabilities

Jeff Lien, senior software engineer at NovuMind, demonstrates the company’s latest embedded ...
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NovuMind Demonstration of NovuTensor’s Performance/Power Ratio for Artificial Intelligence

Jeff Lien, senior software engineer at NovuMind, demonstrates the company’s latest embedded ...
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NALBI Demonstration of Single-RGB Human Segmentation and Depth Estimation

Kina Jin, CEO of NALBI, demonstrates the company’s latest embedded vision technologies ...
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FIRST Robotics Demonstration of Its Students’ Talents and Designs

Thuy and Nick, student representatives from FIRST Robotics, discuss how FIRST develops ...
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Aquifi Demonstration of Its Visual Inspection Systems for Manufacturing and Logistics

Carlo Dal Mutto, Chief Technology Officer at Aquifi, demonstrates the company’s latest ...
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Intel Demonstration of Ultra-Low Power Imaging, Vision and Embedded Neural Networks with the Myriad X VPU

Lucian Vancea, Engineering Manager at Intel, demonstrates the company’s latest embedded vision ...
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BDTI Demonstration of a Neural Network on a Low-Power Embedded Processor

Jeremy Giddings, director of business development at BDTI, delivers a product demonstration ...
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BDTI Demonstration of Algorithm Restructuring and Optimization for Real-Time Performance

Jeremy Giddings, director of business development at BDTI, delivers a product demonstration ...
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BDTI Demonstration of Object Detection and Measurement Using a Stereo Camera

Jeremy Giddings, director of business development at BDTI, delivers a product demonstration ...
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