How machines "see" our physical world

Jd Fiscus

Jd Fiscus

  • Software Engineering Manager
    • Full Stack Developer
  • Udacity Robotics Engineering Nanodegree
  • MIT IoT Bootcamp
  • AWS ML Certification (pending)
  • PyImageSearch Guru (pending)
    • Computer Vision

 

Choose Your Sensors

WISELY

Navigation

Human Senses for Machines

 

Examples from Nature

What is Computer Vision?

Case Study

Dominos

Amazon

Case Study

Use Case

Case Study

Training Data

Training Result

Case Study

How does it work?

Why Now?

Trends

Manufacturing

Workers

Monitoring

Autonomous

Healthcare

Military

Possible

Manufacturing

12%

4.5bn

2023
  • Predictive Maintenance
  • Package Inspection
  • Reading Barcodes
  • Product/Components Assembly
  • Defect Reduction
  • 3D Vision Inspection
  • Improving Safety
  • Track and Trace
  • Plain Text Reading
  • Handwriting Analysis

Possible

Healthcare

47%

1.5bn

2023
  • Medical Imaging and Diagnosis
  • Treatment Suggestions
  • Assistance in Surgery
  • Autonomous Robotic Surgery
  • Helping the Visually Impaired
  • Treatment Plan Monitoring
  • Keeping Elders in Home
  • Seeing” Mental Conditions
  • The Watchful Eye of AI
  • 3D Anatomy Modeling

Concerns

Governance

Monitoring

Ethics

Concerns

Governance

Ethics

Worldwide VS Company

  • Transparency
  • Disclosure
  • Privacy
  • Diversity
  • Bias
  • Trust
  • Accountability
  • Collective governance
  • Regulation
  • “Complementarity”

Questions?

Resources

Contact

- http://twitter.com/iamfiscus

- me@iamfiscus.com




How Machines See the World

By Jd Fiscus

How Machines See the World

Detroit Startup Week 2019

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