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Sessions

2021 Embedded Vision Summit Sessions

What sets our conference apart from the rest? The content.

Our team at the Embedded Vision Summit goes to great lengths to curate talks on the most pressing current and future topics happening in the computer vision and edge AI space—all in an effort to help professionals solve real-world problems.

Our schedule is expanding to 95+ sessions! Keep checking back to see the latest talks added.

May 25-28, 2021:

10 Things You Must Know Before Designing Your Own Camera
By Alex Fink Camera Guy, Panoptea

On-Demand Only
Fundamentals
SensPro2 Highly Scalable Sensor Hub DSP for Computer Vision, AI, and Multi-sensor Fusion for Contextually Aware Devices
By Gil Abraham Director of Business Development, Vision and AI Business Unit, CEVA

Live + On-Demand
Enabling Technologies
Is My Model Performing Well? It Depends…
By Vladimir Haltakov Self-Driving Car Engineer, BMW Group

Technical Insights
Khronos Group Standards: Powering the Future of Embedded Vision
By Neil Trevett Vice President of Developer Ecosystems, NVIDIA and President of the Khronos Group

Live + On-Demand
Technical Insights
Maintaining DNN Accuracy When the Real World is Changing
By Erik Chelstad CTO & Co-Founder, Observa

On-Demand Only
Fundamentals
Object Detection and Dataset Labeling Using Colors of Manufactured Objects
By Ian Childers Head of Technology, Functional Coatings—Object Recognition, BASF

Live + On-Demand
Enabling Technologies
Person Re-Identification and Tracking at the Edge: Challenges and Techniques
By Morteza Biglari-Abhari Senior Lecturer, University of Auckland

On-Demand Only
Fundamentals
Productizing Complex Visual AI Systems for Autonomous Flight
By Carlo Dal Mutto Director of Engineering, Airbus

Live + On-Demand
Technical Insights
Productizing Edge AI Across Applications and Verticals: NEC Case Study and Insights
By Tsvi Lev Managing Director of NEC Research Center Israel and Corporate Vice President, NEC, Orr Danon CEO, Hailo

Live + On-Demand
Enabling Technologies
Robust Object Detection Under Dataset Shifts
By Partha Maji Principal Research Scientist, Arm Machine Learning Research Lab

Live + On-Demand
Technical Insights
Roundtable Discussion: For Vision and Edge AI, Are Today’s CPUs Really Old-School?
By AJ Frazer VP Business Development, AgentVi, Sheldon Fernandez CEO, DarwinAI, Gary Brown Director of Edge AI Marketing, Intel

Live + On-Demand
Enabling Technologies
Shrinking Time to Market and Reducing Costs for Retail and Healthcare Edge Solutions
By Joe Mayberry Platform Manager for The Intel DevCloud for the Edge, Intel

Live + On-Demand
Enabling Technologies
Introduction to DNN Model Compression Techniques
By Sabina Pokhrel Customer Success AI Engineer, Xailient

On-Demand Only
Fundamentals
Streamlining Development of Complete Edge AI Solutions via Customizable Reference Software – A Healthcare Use Case
By Vaghesh Patel Senior Software Developer, Intel, Adam Bishop Software Product Manager, Intel, Chen Su Product Marketing Engineer, Intel

Live + On-Demand
Enabling Technologies
Over-the-Shoulder Tutorial
Super Resolution on Resource Constrained Devices
By Aaron Boxer Senior Software Developer, Collabora, Marcus Edel Machine Learning Engineer, Collabora

Technical Insights
The Data-Driven Engineering Revolution
By Zach Shelby Co-founder and CEO, Edge Impulse

General Session
Live + On-Demand
The Five Rights of an Edge AI Computer Vision System: Right Data, Right Time, Right Place, Right Decision, Right Action
By Toby McClean Vice President, AIoT Technology and Innovation, ADLINK Technology

Live + On-Demand
Business Insights
The Transformation from Imaging to Sensing: Driving a Market Revolution
By Pierre Cambou Principal Analyst, Yole Developpement

Business Insights
Tools and Strategies for Quickly Building Effective Image Datasets
By Evan Juras Computer Vision Engineer, BDTI

On-Demand Only
Fundamentals
Using hxGraph and OpenCV to Implement Industrial Inspection Applications on the HyperX Processor
By Eugene Mezhibovsky Senior Systems Architect, Coherent Logix

Live + On-Demand
Enabling Technologies
Over-the-Shoulder Tutorial
Using Vision Systems to Enable Dynamic Workflows in Manufacturing
By Laila Partridge Managing Director, STANLEY+Techstars Accelerator

Live + On-Demand
Business Insights
What We Need to Transform Lives and Industries with On-Device AI, Cloud and 5G
By Ziad Asghar VP Product Management, Qualcomm

General Session
Live + On-Demand
IoT and Vision: Why It’s a Security Minefield and How to Navigate It
By Lyndon Fawcett Security Architect, SeeChange

Business Insights
Intelligent Vision System for Grains
By Andrea Dunbar Sector Head Edge AI and Vision CSEM

Technical Insights
AI-Enabled Automation for Food Quality Assessment
By Miku Jha Founder and CEO, AgShift

Live + On-Demand
Business Insights
Deploying PyTorch Models for Real-time Inference On the Edge
By Moritz August CDO, Nomitri GmbH

Technical Insights
Alternative Image Sensors for Intelligent In-Cabin Monitoring, Home Security and Smart Devices
By Petronel Bigioi CTO, Product Licensing Xperi Corporation

Live + On-Demand
Technical Insights
An Analysis of Data Loading Techniques for ML Frameworks
By Rajy Rawther PMTS Software Architect, Advanced Micro Devices

On-Demand Only
Fundamentals
Automated and Federated Neural Network Model Training: The Impact on Deploying and Scaling ML Solutions at the Edge
By Tim Hartley VP Product and Marketing, SeeChange Technologies Ltd (an Arm company)

Live + On-Demand
Business Insights
Automotive Vision Systems – What’s Growing, What’s Not, and Why?
By Ian Riches VP Automotive Practice and Director, Strategy Analytics

Live + On-Demand
Business Insights
Benchmarking Value in the Age of AI: Rational Decisions About Black Box Technology
By Chris Yates Director, Vision Ventures

Business Insights
Building the Eyes of a Vision System: From Photons to Bits
By Jon Stern Director of Optical Systems, GoPro

On-Demand Only
Fundamentals
Case Study: Facial Detection and Recognition for Always-On Applications
By Gordon Cooper Product Marketing Manager, Embedded Vision IP, Synopsys

Live + On-Demand
Enabling Technologies
Computer Vision for the Built Environment
By David Greschler CEO, Nomad Go

Business Insights
Data Collection in the Wild
By Vladimir Haltakov Self-Driving Car Engineer, BMW Group

On-Demand Only
Fundamentals
DNN Training Data: How to Know What You Need and How to Get It
By Abhishek Sharma Practice Head—Engineering AI, Tech Mahindra

On-Demand Only
Fundamentals
Improving Nursing Care with Privacy-Sensitive Edge Computer Vision
By Harro Stokman Chief Executive Officer and Founder,Kepler Vision Technologies

Live + On-Demand
Business Insights
Efficient Deep Learning for 3D Point Cloud Understanding
By Bichen Wu Research Scientist, Facebook Reality Labs

Live + On-Demand
Technical Insights
Enabling Visual AI at the Edge: From Surveillance Cameras to People Counters
By Patrick Worfolk Senior Vice President and CTO, Synaptics

Live + On-Demand
Enabling Technologies
Expert Bar: Q&A on Qualcomm Snapdragon Camera Technologies
By Judd Heape VP of Product Management for Camera, Computer Vision and Video Technology, Qualcomm Technologies. Inc.

Live + On-Demand
Enabling Technologies
Expert Bar
Facing up to Bias
By Steve Teig CEO, Perceive

Live + On-Demand
Technical Insights
From Inference to Action: AI Beyond Pattern Recognition
By Professor Pieter Abbeel Director of the Berkeley Robot Learning Lab and Co-Director of the Berkeley Artificial Intelligence (BAIR) Lab

Keynote
Live + On-Demand
Getting Started with Vision AI Model Training
By Ekaterina Sirazitdinova Data Scientist, NVIDIA

On-Demand Only
Fundamentals
Hate It Or Love It, Your Neural Network Software Stack Defines Application Performance and Reach
By Felix Baum Director of Product Management, Qualcomm

Live + On-Demand
Enabling Technologies
High-Fidelity Conversion of Floating-Point Networks for Low-Precision Inference using Distillation with Limited Data
By James Imber Senior Research Engineer, Imagination Technologies

Technical Insights
How Containerization Unblocks Barriers to Fast, Easy Deployment of AI-Driven Visual Recognition Applications
By Rakshit Agrawal Director of Research and Development, Camio

Technical Insights
When 2D Is Not Enough: An Overview of Optical Depth Sensing Technologies
By Dinesh Balasubramaniam Senior Manager Product Marketing, Ambarella

On-Demand Only
Fundamentals

It's all happening virtually on May 25-28, 2021!

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8 Apr
#TinyML #developers, meet @EdgeImpulse! They have a great end-to-end #DeveloperPlatform for #edgeML (inc. free option!) and are also showing up at the Summit in a big way! See CEO, Zach Shelby's session: https://lnkd.in/gDKR276 & connect with them. 10% off > SUMMITSOCIAL21 #EVS21
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8 Apr
Ready to be guided through the multidisciplinary science of building the eyes of a vision system? Join @GoPro's Jon Stern. Component selection, learn about common pitfalls, get a practical guide to selecting b... Info & reg: http://bit.ly/SternJ_Session Save 10% with SUMMITSOCIAL21
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