How Deep Learning Is Enabling Computer Vision Markets
What the Future Promised
What We Got Instead
Why We Became Interested
Introductions
About Tractica
Using Deep Learning to Paint by the Numbers
Painting by the Numbers — Vary the Style
Painting by the Numbers — Vary the Content
Painting by the Numbers — Conclusion
What’s New About Deep Learning?
More Data Than Ever Before
Market Drivers and Barriers
Deep Learning Market Map
Image Tagging and Owner Identification Use Case
Market Forecast: Ad Services Industry
Digital Radiology Use Case
Market Forecast: Medical Diagnostics Industry
Agricultural Crop Health Analysis Use Case
Market Forecast: Agriculture Industry
Clinical Trial Medication Compliance Use Case
Market Forecast: Healthcare
Clothes Sizing and Fitting Use Case
Market Forecast: Retail Industry
Manufacturing Use Case — Quality Control Use Case
Market Forecast: Manufacturing
Summary
Deep learning is limited
•Enabling technology
•Mimics the brain but not exactly
•Dependent on good data
Deep learning is real
•More data
•Faster hardware
•Better software
Deep learning is different
•Data agnostic
•New programming methodologies
•Companies with the best business models will win
•Enabling technology
•Mimics the brain but not exactly
•Dependent on good data
Deep learning is real
•More data
•Faster hardware
•Better software
Deep learning is different
•Data agnostic
•New programming methodologies
•Companies with the best business models will win
Deep Learning Will Enable New Business Models, Disrupt Old Ones, and Create New Sources of Wealth
Additional Reading
Additional Reading
