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So far,
we've only talked about the image module.

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And the image module lets us
do quite a bit of stuff, but

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maybe we want to do some enhancements or
we want to do some filters.

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So, if those are the case,
we should look at how to do enhance.

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ImageEnhance lets us do things like
sharpen an image, change the color,

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change the contrast, stuff like that and

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the filter module lets us do things like
blurring or EMBOSSING, Gaussian blurring.

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They give us a little bit of
Photshopy abilities inside Pillow.

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They're not necessarily as
powerful as Photoshop, so

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don't think they are a replacement for it.

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But they're a good way to
apply small effects to images.

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So we need to go ahead and import them.

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So from_PIL import.

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Let's just import both of them.

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ImageEnhance, ImageFilter.

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All right.

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So, first let's do an ImageEnhance.

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So I think that our balloons could be more
interesting if they were desaturated, or

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at least partially desaturated.

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Put them closer to gray.

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So we need to instantiate
a color enhancer for this image.

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This is a little bit of a weird interface,

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but it makes a lot of sense
once you get used to it.

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So we'll say balloons_enhancer
is an ImageEnhance.Color.

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And then the image that we want it
to work on is the balloons image.

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And now we can apply the enhancements,
so we can say balloons_enhancer.enhance.

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And then, how much do we want to do it?

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What's our factor?

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So if we do 0.0, or just 0,
that'll make it all the way grey.

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If we do it at 1, it'll be the regular
full color image that it already is.

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So let's go half way saturated, let's
say 0.5, then we'll say to show this.

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And we get a nicely desaturated image.

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Our greens, our golds are no where
near as bright as they were before.

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We've got a bit of a maybe a bit of
an Instagram, hipstery feel to it.

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You could, of course, create your own
Instagram with this kind of work.

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All right, there are some other
enhancements that you might want to check

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out inside the enhance module here.

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That's the only one I'm going to show you.

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But like contrast would let you, again,
move it toward gray, brightness would

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let you move it up or down, and
sharpness would let you sharpen it.

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Notice that sharpness goes up to 2.0,

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whereas the other ones
only go between 0 and 1.0.

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Good idea to play with these a little bit.

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All right so now let's talk about filters.

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So most of these filters
are kind of obvious,

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find edges, smooth, stuff like that.

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Let's play with this Gaussian
blur cuz this one's fun.

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So we're gonna take that out.

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And yeah, so like I said,
it's kind of like a code driven Photoshop.

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So let's take our ribbons image and
let's blur that.

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So we'll say ribbons.filter.

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Filter is a method on the image class and

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there's all sorts of
filter stuff in there.

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But the easiest way to do it is to
use the image filters along with it.

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So we'll say ImageFilter.GaussianBlur and
then we get to specify a radius.

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And let's say the radius is 10 pixels and
then show.

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So we blur ever pixel by 10 pixels.

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And when we run that it takes
a little bit of time to run that.

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But you can see now that we have
a very nicely blurred image.

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So, cool.

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That's kind of neat.

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All right.

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So that's how we use
the Gaussian blur one.

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The rest of them all work the same way.

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If you look down through here there's
like unsharp mask there's other stuff.

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These are all going to work.

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The same way.

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You'll just specify what
things you want to put in.

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But then,
these up here are some predefined ones.

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So let's check out,
we'll say the EMBOSS one.

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So we'll go back over here, and actually
I want to do this one to the balloons.

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I think that might be
a more interesting thing.

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And so
instead of this GaussianBlur(radius=10),

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we're just going to do EMBOSS.

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All in caps.

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Like an EMBOSS, right?

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And that gives us this amazing [LAUGH] and
super useful image.

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Actually I'm not sure
this is useful at all.

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And then it shows you where the edges are.

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That can be really handy depending
on what you're trying to do.

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Maybe you're trying to detect faces or

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something like that,
letters, words in a sign.

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I don't know when this would be useful but
if you ever need automated embossing,

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then we definitely have that available.

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So Pillow let's us do
quite a bit with images.

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I did not mean to push tha button.

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Pillow lets us do quite a bit with images.

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Its really handy and its definitely a tool
that I'm happy to have in my back pocket.

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Pillow gives you a ton
of power over images.

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I've used it to create thumbnails,
rotate images back to the proper

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orientation that they
are rotated in the camera, and

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do some interesting color
effects in the past.

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If you want to do more with image formats,
check out the movie.pie library too.