We can begin to zoom into them.

That gives me my new x.

We saw left feature number 1.

We looked through the video for other clues.

We are entering an epochal period of change in the world, and certainly in America

Here's our Gaussian again.

And they have different properties.

Monetary policy in United States has been characterized by tight credit over the months.

So what are these characteristics that I'm talking about?

For a different configuration let's now assume we get to see 1, 2, 3 in camera B, and we care about the feature indices we see in camera A that corresponds to those features over here.

There'sbeen a massive explosion in midcity washington.

And you should observe, that the perceived order of features in the scene, by virtue of using a pinhole, will be inverted inside the pinhole camera.

All right? But now we get into some harder questions.

I barely know it.

I have a grant to study, uh... possible structures in stellar interiors... and the implications regarding their radiation characteristics.

One of the most common ones is happiness and pleasure.

But let's go back down to symmetries that I got for these two objects.

Let's say we're using the tumor classification example.

You may notice they're wearing very thick gloves.

The perfect desert machine. I'm smartly designed.

Anything else?

Any description?

That sure narrows it down.

Can you give me a description of the car, sir?

They really loved it.

This is an image I took a while back in Amsterdam, and it's interesting because there's a lot of interesting features

There was natural selection for the evolution of lightly pigmented skin.

And the people who said, Yeah, yeah.

Eh, I never get around to brushing and flossing as much as I should, they were characterized as low efficacy.

There is a constant exponential, and the expression that x1 minus x0 should relax to 10 but might deviate from it.

A criminal, like any human being, has his own habit patterns... unconscious traits that can lead to his downfall.

Let me use lowercase x to denote the input variables often also called the features.

Other features

Okay, what does your husband look like?

How will I recognize the person I'm meeting?

Suppose in camera A we see from left to the right the following sequence 1, 2, 3.

Another super common kind of tag is the anchor tag, which is used to add hyperlinks to webpages.

More carpet per man hour.

In this case, the frequency is lower.

Well, and you're glad I didn't show you this.

It's a biometric design, and only Oren's fingerprint will open it.

Bad guys don't know exactly what their target looks like now. They only have a general description.

Critics may argue that all the foregoing characterizations are very abstract.

But that does happen in technology.

We have a second camera over here, camera B, a pinhole camera which can see the same features.