May 2018 Embedded Vision Summit Replay

Keynotes

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

October 8, 2020 Edge AI and Vision Alliance Medical Summit 2018 Videos

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 ...

“Think Like an Amateur, Do As an Expert: Lessons from a Career in Computer Vision,” a Keynote Presentation from Dr. Takeo Kanade

June 28, 2018 Algorithms Edge AI and Vision Alliance Processors Sensors and Cameras Software Summit 2018 Tools Videos

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 ...

May 2018 Embedded Vision Summit Slides

May 30, 2018

May 2018 Embedded Vision Summit Introductory Presentation (Day 2)

June 12, 2018

May 2018 Embedded Vision Summit Introductory Presentation (Day 1)

June 13, 2018

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

October 8, 2018

Yufeng Zhang, VP of Global Business at Horizon Robotics, presents the “Embedded ...

May 2018 Embedded Vision Summit Vision Tank Competition Finalist Presentations

October 5, 2018

Anil Cheriyadat, CEO of Sturfee, João Diogo Falcão, Director of Product at ...

“Overcoming Bias in Computer Vision – A Business Imperative,” a Presentation from Entrepreneur Will Byrne

October 3, 2018

Entrepreneur Will Byrne presents the “Overcoming Bias in Computer Vision – A ...

May 2018 Embedded Vision Summit Vision Entrepreneurs’ Panel

September 28, 2018

Nik Gagvani, President of CheckVideo, moderates the Vision Entrepreneurs’ Panel at the ...

“Reduce Risk in Computer Vision Design: Focus on the User,” a Presentation from Twisthink

September 21, 2018

Paul Duckworth, Director of Engineering at Twisthink, presents the “Reduce Risk in ...

“Leveraging Cloud Computer Vision for a Real-time Consumer Product,” a Presentation from Cocoon Cam

September 18, 2018

Pavan Kumar, Co-founder and CTO at Cocoon Cam, presents the "Leveraging Cloud ...

“Intelligent Consumer Robots Powering the Smart Home,” a Presentation from iRobot

September 14, 2018

Mario Munich, Senior Vice President of Technology at iRobot, presents the “Intelligent ...

“From 2D to 3D: How Depth Sensing Will Shape the Future of Vision,” a Presentation from Yole Développement

August 24, 2018

Guillaume Girardin, Division Director for photonics, sensing and displays at Yole Développement, ...

“What’s Hot? The M&A and Funding Landscape for Machine Vision Companies,” A Presentation from Woodside Capital Partners

August 7, 2018

Rudy Burger, Managing Partner at Woodside Capital Partners, presents the “What’s Hot? ...

“Data-driven Business Models Enabled by 3D Vision Technology,” a Presentation from FRAMOS

August 6, 2018

Christopher Scheubel, Head of IP and Business Development at FRAMOS, presents the ...

“Balancing Safety, Convenience and Privacy in the Era of Ubiquitous Cameras,” a Presentation from Intel

August 3, 2018

Charlotte Dryden, Director of the Visual Computing Developer Solutions team at Intel, ...

“Computer Vision for Industrial Inspection: From PCs to Embedded,” a Presentation from NET GmbH

July 31, 2018

Thomas Däubler, CTO of NET New Electronic Technology GmbH, presents the “Computer ...

“Leveraging Edge and Cloud for Visual Intelligence Solutions,” a Presentation from Xilinx

July 23, 2018

Salil Raje, Senior Vice President in the Software and IP Products Group ...

“Building Up a Start-up in Embedded Vision: Lessons from Machine Vision,” a Presentation from Basler

July 17, 2018

Arndt Bake, Chief Marketing Officer at Basler, presents the “Building up a ...

“Using Vision to Transform Retail,” a Presentation from IBM

July 11, 2018

Sumit Gupta, Vice President of AI, Machine Learning and HPC at IBM, ...

“The Four Key Trends Driving the Proliferation of Visual Perception,” a Presentation from the Embedded Vision Alliance

June 4, 2018

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

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

October 9, 2018

Ashish Pai, Senior Director in the Neural Compute Program at Intel, presents ...

“Achieving High-Performance Vision Processing for Embedded Applications with Qualcomm SoC Platforms,” a Presentation from Qualcomm

October 2, 2018

Sahil Bansal, Senior Director of Product Management at Qualcomm, presents the “Achieving ...

“Energy-efficient Processors Enable the Era of Intelligent Devices,” a Presentation from NovuMind

October 1, 2018

Ren Wu, Founder and CEO of NovuMind, presents the “Energy-efficient Processors Enable ...

“NovuTensor: Hardware Acceleration of Deep Convolutional Neural Networks for AI,” a Presentation from NovuMind

September 26, 2018

Miao (Mike) Li, Vice President of IC Engineering at NovuMind, presents the ...

“The Journey and Sunrise Processors: Leading-Edge Performance for Embedded AI,” a Presentation from Horizon Robotics

September 25, 2018

Kai Yu, Founder and CEO of Horizon Robotics, presents the “Journey and ...

“Deep Learning on Arm Cortex-M Microcontrollers,” a Presentation from Arm

September 24, 2018

Vikas Chandra, Senior Principal Engineer and Director of Machine Learning at Arm, ...

“Neural Network Compiler: Enabling Rapid Deployment of DNNs on Low-Cost, Low-Power Processors,” a Presentation from Cadence

September 20, 2018

Megha Daga, Senior Technical Marketing Manager at Cadence, presents the “Neural Network ...

“Enabling Software Developers to Harness FPGA Compute Accelerators,” a Presentation from Intel

September 19, 2018

Bernhard Friebe, Senior Director of Marketing for the Programmable Solutions Group at ...

“Rapid Development of Efficient Vision Applications Using the Halide Language and CEVA Processors,” a Presentation from CEVA and mPerpetuo

August 28, 2018

Yair Siegel, Director of Business Development at CEVA, and Gary Gitelson, VP ...

“Mythic’s Analog Deep Learning Accelerator Chip: High Performance Inference,” a Presentation from Mythic

August 27, 2018

Frederick Soo, Head of Product Development at Mythic, presents the “Mythic’s Analog ...

“Enabling Cross-platform Deep Learning Applications with the Intel CV SDK,” a Presentation from Intel

August 23, 2018

Yury Gorbachev, Principal Engineer and the Lead Architect for the Computer Vision ...

“At the Edge of AI At the Edge: Ultra-efficient AI on Low-power Compute Platforms,” a Presentation from Xnor.ai

July 27, 2018

Mohammad Rastegari, CTO of Xnor.ai, presents the “At the Edge of AI ...

“Designing Smarter, Safer Cars with Embedded Vision Using EV Processor Cores,” a Presentation from Synopsys

July 26, 2018

Fergus Casey, R&D Director for ARC Processors at Synopsys, presents the “Designing ...

“Project Trillium: A New Suite of Machine Learning IP,” a Presentation from Arm

July 24, 2018

Steve Steele, Director of Platforms in the Machine Learning Group at Arm, ...

“Achieving 15 TOPS/s Equivalent Performance in Less Than 10 W Using Neural Network Pruning,” a Presentation from Xilinx

July 19, 2018

Nick Ni, Director of Product Marketing for AI and Edge Computing at ...

“Exploiting Reduced Precision for Machine Learning on FPGAs,” a Presentation from Xilinx

July 18, 2018

Kees Vissers, Distinguished Engineer at Xilinx, presents the “Exploiting Reduced Precision for ...

“Pilot AI Vision Framework: From Doorbells to Defense,” a Presentation from Pilot AI

July 16, 2018

Jonathan Su, CEO of Pilot AI, presents the “Pilot AI Vision Framework: ...

“Optimizing Your System Software and BSP for Embedded Vision and AI,” a Presentation from Thundersoft

July 13, 2018

Daniel Sun, Vice President of the Intelligent Vision Business Unit at Thundersoft, ...

“Deep Learning in MATLAB: From Concept to Optimized Embedded Code,” a Presentation from MathWorks

July 12, 2018

Avinash Nehemiah, Product Marketing Manager for Computer Vision, and Girish Venkataramani, Product ...

“Embedding Programmable DNNs in Low-Power SoCs,” a Presentation from Xperi

July 10, 2018

Steve Teig, Chief Technology Officer at Xperi, presents the “Embedding Programmable DNNs ...

“New Memory-centric Architecture Needed for AI,” a Presentation from Crossbar

July 9, 2018

Sylvain Dubois, Vice President of Strategic Marketing & Business Development at Crossbar, ...

“A Physics-based Approach to Removing Shadows and Shading in Real Time,” a Presentation from Tandent Vision Science

June 26, 2018

Bruce Maxwell, Director of Research at Tandent Vision Science, presents the “A ...

“Infusing Visual Understanding in Cloud and Edge Solutions Using State Of-the-Art Microsoft Algorithms,” a Presentation from Microsoft

June 22, 2018

Anirudh Koul, Senior Data Scientist, and Jin Yamamoto, Principal Program Manager, both ...

“A New Generation of Camera Modules: A Novel Approach and Its Benefits for Embedded Systems,” a Presentation from Allied Vision Technologies

June 21, 2018

Paul Maria Zalewski, Product Line Manager at Allied Vision Technologies, presents the ...

“High-end Multi-camera Technology, Applications and Examples,” a Presentation from XIMEA

June 19, 2018

Max Larin, CEO of XIMEA, presents the “High-end Multi-camera Technology, Applications and ...

“Machine Learning Inference In Under 5 mW with a Binarized Neural Network on an FPGA,” a Presentation from Lattice Semiconductor

June 14, 2018

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

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

September 27, 2018

Michael Stewart, Proprietor of Polymorphic Technologies, presents the “Implementing Image Pyramids Efficiently ...

“Hybrid Semi-Parallel Deep Neural Networks (SPDNN) – Example Methodologies & Use Cases,” a Presentation from Xperi

September 11, 2018

Peter Corcoran, co-founder of FotoNation (now a core business unit of Xperi) ...

“Building Efficient CNN Models for Mobile and Embedded Applications,” a Presentation from Facebook

September 10, 2018

Peter Vajda, Research Scientist at Facebook, presents the “Building Efficient CNN Models ...

“Harnessing the Edge and the Cloud Together for Visual AI,” a Presentation from Au-Zone Technologies

September 7, 2018

Sébastien Taylor, Vision Technology Architect at Au-Zone Technologies, presents the “Harnessing the ...

“Improving and Implementing Traditional Computer Vision Algorithms Using DNN Techniques,” a Presentation from Imagination Technologies

September 6, 2018

Paul Brasnett, Senior Research Manager for Vision and AI in the PowerVR ...

“Architecting a Smart Home Monitoring System with Millions of Cameras,” a Presentation from Comcast

September 5, 2018

Hongcheng Wang, Senior Manager of Technical R&D at Comcast, presents the “Architecting ...

“The Perspective Transform in Embedded Vision,” a Presentation from Cadence

September 4, 2018

Shrinivas Gadkari, Design Engineering Director, and Aditya Joshi, Lead Design Engineer, both ...

“Utilizing Neural Networks to Validate Display Content in Mission Critical Systems,” a Presentation from VeriSilicon

August 31, 2018

Shang-Hung Lin, Vice President of Vision and Imaging Products at VeriSilicon, presents ...

“The Role of the Cloud in Autonomous Vehicle Vision Processing: A View from the Edge,” a Presentation from NXP Semiconductors

August 30, 2018

Ali Osman Ors, Director of Automotive Microcontrollers and Processors at NXP Semiconductors, ...

“Understanding Real-World Imaging Challenges for ADAS and Autonomous Vision Systems – IEEE P2020,” a Presentation from Algolux

August 29, 2018

Felix Heide, CTO and Co-founder of Algolux, presents the “Understanding Real-World Imaging ...

“Computer Vision Hardware Acceleration for Driver Assistance,” a Presentation from Bosch

August 21, 2018

Markus Tremmel, Chief Expert for ADAS at Bosch, presents the “Computer Vision ...

“The Roomba 980: Computer Vision Meets Consumer Robotics,” a Presentation from iRobot

August 20, 2018

Mario Munich, Senior Vice President of Technology at iRobot, presents the “Roomba ...

“How Simulation Accelerates Development of Self-Driving Technology,” a Presentation from AImotive

August 17, 2018

László Kishonti, founder and CEO of AImotive, presents the “How Simulation Accelerates ...

“Recognizing Novel Objects in Novel Surroundings with Single-shot Detectors,” a Presentation from the University of North Carolina at Chapel Hill

August 16, 2018

Alexander C Berg, Associate Professor at the University of North Carolina at ...

“Building a Typical Visual SLAM Pipeline,” a Presentation from Virgin Hyperloop One

August 15, 2018

YoungWoo Seo, Senior Director at Virgin Hyperloop One, presents the “Building a ...

“Developing Computer Vision Algorithms for Networked Cameras,” a Presentation from Intel

August 14, 2018

Dukhwan Kim, computer vision software architect at Intel, presents the “Developing Computer ...

“What is Neuromorphic Event-based Computer Vision? Sensors, Theory and Applications,” a Presentation from Ryad B. Benosman

August 2, 2018

Ryad B. Benosman, Professor at the University of Pittsburgh Medical Center, Carnegie ...

“Words, Pictures, and Common Sense: Visual Question Answering,” a Presentation from Facebook and Georgia Tech

August 1, 2018

Devi Parikh, Research Scientist at Facebook AI Research (FAIR) and Assistant Professor ...

“New Deep Learning Techniques for Embedded Systems,” a Presentation from Synopsys

July 25, 2018

Tom Michiels, System Architect for Embedded Vision at Synopsys, presents the “New ...

“Creating a Computationally Efficient Embedded CNN Face Recognizer,” a Presentation from PathPartner Technology

July 6, 2018

Praveen G.B., Technical Lead at PathPartner Technology, presents the “Creating a Computationally ...

“Getting More from Your Datasets: Data Augmentation, Annotation and Generative Techniques,” a Presentation from Xperi

July 3, 2018

Peter Corcoran, co-founder of FotoNation (now a core business unit of Xperi) ...

“Deep Quantization for Energy Efficient Inference at the Edge,” a Presentation from Lattice Semiconductor

July 2, 2018

Hoon Choi, Senior Director of Design Engineering at Lattice Semiconductor, presents the ...

“Real-time Calibration for Stereo Cameras Using Machine Learning,” a Presentation from Lucid VR

June 29, 2018

Sheldon Fernandes, Senior Software and Algorithms Engineer at Lucid VR, presents the ...

“Even Faster CNNs: Exploring the New Class of Winograd Algorithms,” a Presentation from Arm

June 27, 2018

Gian Marco Iodice, Senior Software Engineer in the Machine Learning Group at ...

“Generative Sensing: Reliable Recognition from Unreliable Sensor Data,” a Presentation from Arizona State University

June 25, 2018

Lina Karam, Professor and Computer Engineering Director at Arizona State University, presents ...

“The OpenVX Computer Vision and Neural Network Inference Library Standard for Portable, Efficient Code,” a Presentation from AMD

June 20, 2018

Radhakrishna Giduthuri, Software Architect at Advanced Micro Devices (AMD), presents the “OpenVX ...

“Deploying CNN-based Vision Solutions on a $3 Microcontroller,” a Presentation from Au-Zone Technologies

June 15, 2018

Greg Lytle, VP of Engineering at Au-Zone Technologies, presents the “Deploying CNN-based ...

“Deep Understanding of Shopper Behaviors and Interactions Using Computer Vision,” a Presentation from the Università Politecnica delle Marche

June 12, 2018

Emanuele Frontoni, Professor, and Rocco Pietrini, Ph.D. student, both of the Università ...

“Programming Techniques for Implementing Inference Software Efficiently,” a Presentation from Codeplay Software

June 11, 2018

Andrew Richards, CEO and Founder of Codeplay Software, presents the “Programming Techniques ...

“APIs for Accelerating Vision and Inferencing: Options and Trade-offs,” a Presentation from Khronos

June 6, 2018

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

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

September 17, 2018

Mohammad Musa, the Founder and CEO of Deepen AI, presents the “Introduction ...

“Approaches for Energy Efficient Implementation of Deep Neural Networks,” a Presentation from MIT

September 13, 2018

Vivienne Sze, Associate Professor at MIT, presents the “Approaches for Energy Efficient ...

“Understanding Automotive Radar: Present and Future,” a Presentation from NXP Semiconductors

September 12, 2018

Arunesh Roy, Radar Algorithms Architect at NXP Semiconductors, presents the “Understanding Automotive ...

“Visual-Inertial Tracking for AR and VR,” a Presentation from Meta

August 13, 2018

Timo Ahonen, Director of Engineering for Computer Vision at Meta, presents the ...

“Bad Data, Bad Network, or: How to Create the Right Dataset for Your Application,” a Presentation from AMD

August 10, 2018

Mike Schmit, Director of Software Engineering for computer vision and machine learning ...

“Understanding and Implementing Face Landmark Detection and Tracking,” a Presentation from PathPartner Technology

August 9, 2018

Jayachandra Dakala, Technical Architect at PathPartner Technology, presents the “Understanding and Implementing ...

“From Feature Engineering to Network Engineering,” a Presentation from ShatterLine Labs and AMD

August 8, 2018

Auro Tripathy, Founding Principal at ShatterLine Labs (representing AMD), presents the “From ...

“Depth Cameras: A State-of-the-Art Overview,” a Presentation from Aquifi

July 30, 2018

Carlo Dal Mutto, CTO of Aquifi, presents the “Depth Cameras: A State-of-the-Art ...

“Designing Vision Front Ends for Embedded Systems,” a Presentation from Basler

July 20, 2018

Friedrich Dierks, Director of Product Marketing and Development for the Module Business ...

“Optimize Performance: Start Your Algorithm Development With the Imaging Subsystem,” a Presentation from Twisthink

July 5, 2018

Ryan Johnson, lead engineer at Twisthink, presents the “Optimize Performance: Start Your ...

“Introduction to Creating a Vision Solution in the Cloud,” a Presentation from GumGum

June 8, 2018

Nishita Sant, Computer Vision Scientist at GumGum, presents the “Introduction to Creating ...

“Building A Practical Face Recognition System Using Cloud APIs,” a Presentation from the Washington County Sheriff’s Office

June 7, 2018

Chris Adzima, Senior Information Systems Analyst for the Washington County Sheriff’s Office ...

May 2018 Embedded Vision Summit Replay

Keynotes

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