Cognex Corporation · NASDAQ:CGNX

Cognex — Technical Presentation (May 2020)

47 slides from Cognex's technical presentation, May 2020

  1. Slide 1: Blood iQ: Cognex ViDi Deep Learning based Buffy Coat Detection

    Plasma Height BLOOD iQ Cognex ViDi Deep Learning based Buffy Coat Detection Dr. Joerg Vandenhirtz | May 2020 1 © 2019 Cognex Confidential

  2. Slide 2: Content

    CONTENT  Introduction to Cognex  What is Machine Vision?  What is Deep Learning?  Blood iQ  Summary  Questions & Answers 2 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  3. Slide 3: Introduction to Cognex

    INTRODUCTION TO COGNEX 3 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  4. Slide 4: Trusted by over 25K customers

    TRUSTED BY >25K OVER 39 $726 CUSTOMERS YEARS IN BUSINESS MILLION 2019 REVENUE GLOBAL OFFICES IN 400+ 2,300,000+ 20+ COUNTRIES CHANNEL PARTNERS SYSTEMS SHIPPED 4 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  5. Slide 5: 2019 Revenue By Region

    EUROPE 31% AMERICAS 38% ASIA 31% *Includes revenue from a customer in Europe for vision products used in production processes in Asia. 2019 Revenue By Region 5 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  6. Slide 6: All products across all industries are made better with Cognex vision

    PRODUCTS ACROSS ALL INDUSTRIES ARE MADE BETTER AND AT LOWER COST WITH COGNEX VISION 6 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  7. Slide 7: Technology Leadership

    TECHNOLOGY LEADERSHIP 16% R&D >1K OF REVENUE INTO US & INTERNATIONAL PATENTS ISSUED & PENDING 7 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  8. Slide 8: Cognex Products

    COGNEX PRODUCTS 8 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  9. Slide 9: What Is Machine Vision?

    WHAT IS MACHINE VISION? Brain Eyes Optics Embedded Vision Software & Camera & Algorithms 9 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  10. Slide 10: Human Brain vs. Machine Vision: Guide

    Human Brain vs. MACHINE VISION? Brain Eyes Optics Embedded & Camera & Al GUIDE: straight or curved lines? straight curved straight 10 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  11. Slide 11: Human Brain vs. Machine Vision: Identify

    Human Brain vs. MACHINE VISION? Brain Eyes Optics Embedded & Camera & Al IDENTIFY: read the Datamatrix code! The Datamatrix code says: “reading this code is easy for machine vision but impossible to read for humans” 3000 ms 10 ms 11 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  12. Slide 12: Human Brain vs. Machine Vision: Gauge

    Human Brain vs. MACHINE VISION? Brain Eyes Optics Embedded & Camera & Al GAUGE: which red line is longer? equal different equal 12 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  13. Slide 13: Human Brain vs. Machine Vision: Inspect

    Human Brain vs. MACHINE VISION? Brain Eyes Optics Embedded & Camera & Al INSPECT: blue or green? 2 colors 1 color 13 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  14. Slide 14: What Does Machine Vision Do?

    WHAT DOES MACHINE VISION DO? GIGI GUIDE IDENTIFY GAUGE INSPECT 14 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  15. Slide 15: Human Brain vs. Machine Vision: Classify

    Human Brain vs. MACHINE VISION? Brain Eyes Optics Embedded & Camera & Al CLASSIFY: Blueberry Muffin or Chihuahua? 15 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  16. Slide 16: What Is Deep Learning?

    WHAT IS DEEP LEARNING? Brain Eyes Optics Embedded Vision Software & Camera & Algorithms PC based Deep Learning Software 16 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  17. Slide 17: What Is Deep Learning? In-Sight D900

    WHAT IS DEEP LEARNING? Brain Eyes Optics Embedded Vision AND & Camera Deep Learning Software IN-SIGHT D900 VISION SYSTEM 17 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  18. Slide 18: In-Sight D900

    In-Sight D900 Powered by deep learning to solve complex inline inspections Suite of In-Sight ViDi deep learning tools, Onboard SD card for including ViDi Read, ViDi Check, and ViDi Detect additional data storage Flexible Image Technology™ optimizes image formation and reduces reliance on external li

  19. Slide 19: Advantage 100 Series Fixed Mount OEM System

    Advantage 100 Series Fixed Mount OEM System Dimensions  23mm x 44mm x 54mm Sensor 1/3” CMOS  ADV100: 752 x 480 Global Shutter  ADV102: 1280 x 960 Global Shutter  ADV102C: 1280 x 960 Color Global Shutter Lighting  Single Red LED  Optional Add-On Illumination  Colors: white, blue, NIR Communica

  20. Slide 20: What Is Deep Learning?

    WHAT IS DEEP LEARNING? Brain Eyes Optics Embedded Vision Software & Camera & Algorithms PC based Deep Learning Software 20 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  21. Slide 21: What Is Deep Learning? Classify

    WHAT IS DEEP LEARNING? Brain Eyes Optics Embedded V & Camera & Alg CLASSIFY: Blueberry Muffin or Chihuahua? PC based Deep Learning Software 21 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  22. Slide 22: What Does Deep Learning Do?

    WHAT DOES DEEP LEARNING DO? GUIDE 22 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  23. Slide 23: What Is Cognex Deep Learning Technology?

    WHAT IS COGNEX DEEP LEARNING TECHNOLOGY? Human performance Computer and flexibility Reliability and consistency 23 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  24. Slide 24: What Is Cognex Deep Learning?

    What Is Cognex Deep Learning?  Different approach to solving vision problems  Example-based training modeled on human learning  Not rigid rules-based solution 24 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  25. Slide 25: End-to-End Learning & Black Box Results

    END-TO-END LEARNING & BLACK BOX RESULTS Traditional Deep Learning approaches scratch dent stain Cognex ViDi dust approach  Easier to understand and maintain  Requires fewer images and less computing power 25 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  26. Slide 26: When Should We Use Deep Learning Vision?

    WHEN SHOULD WE USE DEEP LEARNING VISION? ViDi solves problems VisionPro™ classic traditional vision cannot vision is best for ViDi for unpredictable features VisionPro for consistent features Inspection Precision alignment Distorted part location Gauging Deformed character 1D & 2D code reading OCR C

  27. Slide 27: Blood iQ

    Blood iQ 27 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  28. Slide 28: History

    History  2015 Chemagen (a PerkinElmer M&A in Aachen, Germany) approached COGNEX Aachen to find a solution for buffy coat detection in centrifuged blood samples and did first tests with ADV100 camera (monochrome)  2016 COGNEX released ADV102 Color and tested on blood samples  2017 COGNEX acquired

  29. Slide 29: JANUS G3 Blood iQ Workstation

    JANUS® G3 BLOOD iQ Workstation 29 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  30. Slide 30: Centrifuged Blood Samples

    Centrifuged Blood Samples Cap / No Cap Cap Color Clot Plasma Label / No Label I II III II I II Centrifugation WBCs & platelets (Buffy Coat) RBCs 30 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  31. Slide 31: © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

    31 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  32. Slide 32: Real Blood Samples

    REAL Blood Samples Too much natural variation for deterministic machine vision tools 32 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  33. Slide 33: Blood iQ implementation

    Plasma Height Blood iQ implementation 33 © 2019 Cognex Confidential

  34. Slide 34: Blood iQ ViDi and Vision Software diagram

    Blood iQ ViDi and Vision Software diagram Host System Cognex Jobfile Cognex Jobfile Host System - Sends positional data to - Read barcodes on tubes Host System - Capture White Image - Send command Cognex camera - Saves host defined data for - Sends Trigger - Crop single tube Image to turn off LED -

  35. Slide 35: © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

    35 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  36. Slide 36: Blood iQ ViDi and Vision Software diagram

    Blood iQ ViDi and Vision Software diagram Host System Cognex Jobfile Cognex Jobfile Host System - Sends positional data to - Read barcodes on tubes Host System - Capture White Image - Send command Cognex camera - Saves host defined data for - Sends Trigger - Crop single tube Image to turn off LED -

  37. Slide 37: © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

    37 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  38. Slide 38: Blood iQ ViDi and Vision Software diagram

    Blood iQ ViDi and Vision Software diagram Host System Cognex Jobfile Cognex Jobfile Host System - Sends positional data to - Read barcodes on tubes Host System - Capture White Image - Send command Cognex camera - Saves host defined data for - Sends Trigger - Crop single tube Image to turn off LED -

  39. Slide 39: © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

    39 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  40. Slide 40: © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

    40 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  41. Slide 41: © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

    41 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  42. Slide 42: © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

    42 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  43. Slide 43: Blood iQ ViDi and Vision Software diagram

    Blood iQ ViDi and Vision Software diagram Host System Cognex Jobfile Cognex Jobfile Host System - Sends positional data to - Read barcodes on tubes Host System - Capture White Image - Send command Cognex camera - Saves host defined data for - Sends Trigger - Crop single tube Image to turn off LED -

  44. Slide 44: © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

    44 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  45. Slide 45: Summary

    SUMMARY  Biological samples such as centrifuged blood samples have a lot of natural variation.  Therefore automated inspection solutions which are exclusively based deterministic machine vision tools can only solve a subset.  Additionally applying deep learning vision tools will make the inspecti

  46. Slide 46: cognex.com/bloodiq

    https://www.cognex.com/bloodiq 46 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

  47. Slide 47: Thank You!

    THANK YOU! For further information joerg.vandenhirtz@cognex.com 47 © 2020 Cognex Confidential – Dr. Joerg Vandenhirtz

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