Deep Learning - The Force of AI Awakens

DEEPLEARNING

The Force of AI Awakens

@pieterbuteneers

Traditional Algorithms

Machine Learning

From Examples

Deep Learning

Face Recognition

85%

97.53%As accurate as the human brain

History

1943Artifical Neuron

1986

2011ImageNet competition

1000

Example

Plankton

So do self-learning algorithms

So do self-learning algorithms learn

So do self-learning algorithms learn

everything

So do self-learning algorithms learn

everything by themselves?

NO !

So what is the trick in making them learn?

Human knowledge

Human Knowledge

Data knowledge

Turning the knobs

Make it not learn by hart

So how do we use it at ?

NOTYet …

There are not enough examples of anomalies.

DEEPLEARNING

The Force of AI Awakens

@pieterbuteneers