What is the primary benefit of running mobile neural networks locally
Chapter 1

How nature inspired digital eyes

Chapter 2

The math of sliding windows

Chapter 3

The great ImageNet breakthrough

Chapter 4

Computer vision in the wild

YOUR GOAL

Master of How computers learned to see the world

Ch 4 · Computer vision in the wild
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007skaty Self-driving cars rely on onboard safety systems to guard public roads

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007skaty Wildlife Computer Vision

Our neural net reads the jagged fluke to find the whale.

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Our own senses are no longer enough to keep us safe or tell us what is real.

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007skaty Computers detect breast cancer in medical mammograms

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The fun and fear of deepfakes

007skaty Security companies analyze pixel anomalies with neural networks to expose deepfakes that map facial movements onto other people.

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Spotting cancer before doctors can

007skaty Neon cyan grids and sliding filter windows map out a layered neural network.

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Neural Nature Scout
BETA

007skaty Swipe different image filters to learn how neural networks recognize patterns in nature.

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Fun Fact

AI art critics: Neural networks can analyze brushstroke styles to detect forged paintings by masters like Vincent van Gogh with up to 96 percent accuracy.

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Glossary
computer vision (noun)
The scientific field concerned with how computers can be made to gain high-level understanding from digital images or videos. In 2019, Benjamin Planche and Eliot Andres published a textbook detailing this technology's practical applications and challenges.

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Gossip

Which AI application is the most useful?

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Quiz

How do security companies detect deepfakes made by neural networks?

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007skaty Facial recognition systems unlock modern smartphones

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Quiz

How do self-driving cars use convolutional neural networks to navigate roads safely?

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Quiz

Which company developed the FaceID system that uses facial mapping on smartphones?

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Quiz

Where do facial recognition neural networks on modern smartphones process your face data for security?

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Quiz

What is the term for highly realistic fake videos created using neural networks?

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Quiz

In 2020, Google Health proved a neural network could detect what disease more accurately than some doctors?

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Quiz

What is the primary benefit of running mobile neural networks locally on a phone rather than in the cloud?

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Quiz

Neural networks can detect forged art by analyzing what specific feature of a painting?

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