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Alex Wiltschko

πŸ‘€ Speaker
1216 total appearances

Appearances Over Time

Podcast Appearances

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

RGB, three numbers that are the map of color.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

And in fact, we roughly have three different kinds of color receptors in our eye.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

They roughly correspond to RGB.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

We have over 300 types of olfactory receptors in our nose.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

So the sense of smell is going to be, just based on that, 100 times higher dimensional, 100 times more complex.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

Whatever map exists for smell is not going to fit on a flat piece of paper.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

We're not going to look at an RGB diagram and be like, oh, that's why, you know, lavender smells close to this other floral, but far away from rotten eggs.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

Not going to happen.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

The map exists in data though, right?

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

So that's the core insight that we've been operating around is like, well, now we have algorithms and we have huge data sets and we don't need to wait for our own visual cortex, our own visual systems to lead us to the map.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

We don't draw it on pieces of paper.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

We extract it from, from data.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

So that's kind of the core insight.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

And then we reuse a ton of amazing technology and we stitch it all together.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

So when did you realize that this was even possible?

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

So I got really into this problem.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

Let me back up.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

I got really into smell when I was very young.

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

Like me and my dad would play guess the spice when we went out to eat and try to figure out like, hey, what's the smell here?

The Neuron: AI Explained
Teaching Computers to Smell?! The AI That's Digitizing Scent

What's the aroma here?