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Hi, guys.

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So we completed our application in this video, so we knew it would be the last one for this application.

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So to do that, I wish we were here with this application.

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We can open the image and something like that.

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Now we need to configure this button.

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So to do that, as I told you, we will use this function that has its parameter path of the image that

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we want to predict.

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And you can see that the parts of the image that will predict this one always so here before doing that,

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we should enforce that function from this file.

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So here we have from the but import projects like this so that we can use it here.

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Now, you can also post this function as a copy of these functions.

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I put them here at the same same file, but I wanted to make them outside of our file.

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OK, but if you want to put them on file, it is always it's where it works, OK?

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And you should always add this to this library, to the floor, because you would open the door or we

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would open the application and application so he would load the model.

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And here I was that I need it here only for the for this this part, which means which will return the

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names of the birds.

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And here for Civita that I use this here for the data preparation.

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So Preparator preprocessing of that, that's the image then that says here we have not by also for this

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part.

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So if you will put this on another Passo, you should put them only on this file.

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But if you it was all the stuff at the same file so you have to copy this also and put them here.

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So we went back to our project.

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So here we have Dev, but before that we need to see what is here is the button.

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Now we should create the command of that button.

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So, for example, I really college predicts.

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Image like this.

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OK, so now we should define this function.

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She does predict image like this, then what we have to do, we will use this same path.

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So I will only copy it here, global bath and paste it.

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Now, what I told you, we will do the same thing.

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We should know that if this part is is correct or not.

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So if this part is not, which means we didn't choose any parts, so this may cause a problem.

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So for that we should verify that by using a definition as easily.

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So here we have a path like this, then we will enter to our work.

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So before the total that we have only to you to call the function Predix.

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So before that I would create a variable.

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I will call it, for example, a prediction like this.

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So this variable prediction will has to the actual result of this function, because here we said it

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the best, you and your your model.

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And how did you use this one?

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If you want to do the same thing here, I will leave always the program.

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But if you have another way, you should see what does your function returns.

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In my case, it returns to two variables or two to stuff.

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The first one is the name of the word, which means the class of that word and the second variable or

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the second object will be the probability of that of that word.

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So here, this prediction will have two variables, which will be something like two to two stuff.

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OK, so here we have prediction, then predict which is the function then.

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But like this now this function returned to start.

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What we have to do is to put them on the label so we can afford for the first place.

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I will do I will do it.

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I will try the easiest one, which is result here.

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That's config then text equal.

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So here, as we said, the first one will be this variable, which is which would be a string, which

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is the name of the of the birth.

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Then this one will be a double or a float.

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So we start by printing or putting on label or always this one for the first and we see if it works

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or not.

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So we said it is the first item from the list, which is predictions and zero, which means the first

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item.

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Or if I was one, which means the second item, which is the probability not I will run its.

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And you can see here that it will take swirling around, so it will take a few seconds to up to open

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the application.

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Why?

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Because here is when we call this what we call this function from this file, we are loading the model

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here.

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But as you can see, the model, I put it here outside of the function, I could push this model in

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this function.

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But what's this?

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What will cause the problem that I told you?

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It means that if I will call this function, it will load the model.

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But if I will call it another time at the same the same execution.

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So it will reload this again.

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So in each call of this function, we will reload the model in new time.

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So it will take that a few seconds that we are waiting for the moment in each time you click at the

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button.

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And that's we don't need that.

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We don't we need only to wait only one time as we are waiting now.

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But after opening the application, we don't need to load the model another time.

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It would be not only one time and we can use it.

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I am talking about when we will open the application or the first time so we can choose how many as

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many images we want and we will predict them, but then when we will close the application.

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So in this case, when we open it another time, we should do the same thing here.

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We will wait a few seconds and the model will be open.

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So I think it will open, but I didn't see it.

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So here is our model.

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Now, what we have to do will open the image.

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So I will take here, as you can see, by a bit like this American bipeds.

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I don't know it, but I will open it here that predicts we have always the same team.

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I think it is about the model.

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It is not.

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I think that there is some images that he didn't recognize.

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But we can see here that it gives the name of this bird.

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And if I will do the second one, for example, I take this one, for example, I will open this image

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and you will see that it will change the name with the correct name of this image.

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Now, as we have to do, I will only add this probability of this is the back to you, if you will.

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If you need only to this name, you can leave it here or if you need to use that to how do we call it

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if you need to use the word to see always also the probability.

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So it is also here.

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So what is it?

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Our application, this one here.

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Now here you can see that we have prediction zero, which means the name.

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Now I will construct customized text, which means which contains the name of the of the bird with the

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probability.

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So here we have I will get this from here.

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So the text will contain this one.

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Then I went, I want to go to another line so I will use a slash and then here, which means plus the

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slash and to go to another line.

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Then here he puts for example with a brogue of which means with probability of then.

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We have laws, which means this one, but as I told you, the second parameter here, this one is a

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float, so we cannot leave it like this.

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We should convert it into a string using the ACR function.

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Now, here we can use and call this text.

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So this this customized will have the name of the bird and space, not space in your line.

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Then with the probability of this value and we see it like this should with always some few seconds

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so that the mother would be loaded.

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And.

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S..

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And this is our obligation now, I will open a for example, this one, and you can see that three give

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us this probability, which is float, but you can see that it is between zero and one, which means

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this one is one hundred.

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So if I want to put it four by 100, so I multiply it by 100.

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So after multiplying it by 100, we will have a a value between zero and 100 because the maximum probability

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is 100.

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But will, if we if it will be, for example, 99 point something, we don't need that point.

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Something we need only the interior value.

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So I will put all this here.

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I will convert it into an integer.

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So here I will put the stuff here.

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I will in on it, read on it again and that this will wait a little bit.

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So the model will be loaded, as you can imagine with me, if you will, put this model here, this

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loading model at this function.

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So you you will wait this seconds or this almost 30 seconds or something in each time you will click

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at the model or each time will do the prediction, which is very it is not very efficient.

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So you should put the model outside the function so it will be loaded at the opening of the application

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that after that you don't need it again.

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OK.

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So here is I would open, for example, the same one and that sit here for this one is 100 by 100,

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if I will choose another one, for example, in this one and the same thing, this one.

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So that is our application.

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You can see that it is very easy.

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You can create application using the old stuff for Torkington, then all what you have to know as well.

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I repeated a lot of times, which is this one loading the model.

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You have to put it outside all the functions so that you can you will not wait all the time.

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OK, then I think that that's it.

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Not now.

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All what you have to do is to create a executable file for this application.

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So to do that, it is very, very easy.

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Also, what we have to do is install a library called by installer.

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So this library by installer will do the stuff for us.

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So I will show you how you can do it so we can can using install.

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I already have it, but I will show you.

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So we have to put it installed.

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So then the library called by installer installer like this.

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So you can see that I have already this, this library now to create your application, which we have

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to do is to create, to put here by installer.

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You had to put this line then the name of the file that you want to create a application for, which

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means here we have this, we want to create a application for this one so you can let us here.

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In my case, there is a little bit problem.

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Why?

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Because in this one I am using this functions.

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So if I would create a an application for this pass without this one.

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So this may pose a problem.

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So you have a really, really good stuff.

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If you if you are only creating the application and that's it, you don't need executable file.

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I think this will this man this way is the better way.

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But if you want to create executable file, as I showed you at the first video, so you'd have to put

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all these two functions here at the same file here.

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So if you will create create the function for your file, for your yes.

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For your file, which is mean that by you will have these additional functions at the same but at the

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same file.

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So if you will leave them like this and you will create a executable file, you cannot use this functions

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because they are lost as this file.

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So you have to think about this.

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I did this so that the work will be clean.

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But when you want to create the executable file, you have to to copy all of this stuff and put them

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here.

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OK, so I can do it with you can see that it is very easy.

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I will copy this one and I will put them here.

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And for this line, we don't need it because when we do, when we will copy this function.

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Dysfunctional politics here.

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Don't worry.

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You can you will not.

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You will not you don't have to change anything here because we will copy the same function with the

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same name.

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But it is so it will be known here at the same file.

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So I will copy also this.

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I will copy directly all the stuff here from this one

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here.

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That's it.

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Now what we have to do is if I will run it, I will need this stuff here and I will run it.

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The risk that we will wait the same thing because we are always having to to load the model, then I

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will show you how it will work after doing this, after putting all the stuff at the same file.

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Now we can create the executable five for this application.

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So here is our application now, what we have to do, it works the same thing here.

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You can see that's only what we have to do.

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We only what we did is putting this to functions from this file into this file now, because all the

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files are in the same old, the functions are in the same file.

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Now we can create a executable file which you using by the installer done here.

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Will was the name of the file, which is made that by now you have another parameter, which is we want

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to create only one file for this four for this file, for this file, which means we create only one

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executable file for this fight on file.

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So here we have these two dashes.

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Then here we have one file.

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Now, if you want to add the icon here, which is this one, for example, you can add, if you don't

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want to add is it's OK, but if you want to add it, you can use the same thing here to Dush, then

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I, I can then equal that here.

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We have like a string, then you can, you can post the name or you can put the path of this icon.

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So in this case, here it is the same part of my folder of my project.

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So here we have a logo, that logo Slusher logo.

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Then as the dots like this, not if you will run it, it will create this file folders and you have

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to wait for it, especially if we are here using it as a flow and all this stuff, it will take some

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time to be finished.

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Then after finishing this loading and it will create your file, your file, you can use it and we will

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wait for it and I will show you how we can use it.

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OK.

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So here is the application.

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It took me a lot of time because I think it was a problem with my with my my because here what I tried

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to do this application before doing this video.

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I try to I created the application before that, I deleted it.

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So I think that that's caused a problem with my my problem, my program.

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So that's actually what I did, is I created the new byte on file with the new folder that, oh, what

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I did is only a copy of the I copied the program and I based it in a new file, a new python file that

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I knew the same here.

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I ran the same line of code here by a by a installer machine, which is the name of the button file.

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Then one, find an icon here, because I think that if you were created one time, maybe it would create

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some stuff that would cause a problem after.

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So when you would create if if maybe it would not happen for you because it has never happened to me.

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It's the first time, I think that this is a problem.

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So if you would create a application, if you will not because the application was completed and successfully

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or something like this.

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But when I tried to open the application, it doesn't it hasn't been open and I had a problem with it.

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It was a failure or something like this.

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So if you will have the same problem like this, what you should do is to copy the program and go to

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another directly and create a new new folder with a new item for new Biden file.

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Then you based your on your code on it.

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And you were you saying you changed nothing on the code and Yujin, nothing in the installation or what

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you have to do is create a new python fight that around the same code like this.

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I will.

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And this is the application you can see here that we will I will go to the folder.

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You will have some other shareholders.

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You will have this one, this one and this file here.

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You don't need any neither this one or this one.

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All what you need to do.

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What you need is this folder which will contain this application, which, as you can see here, is

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our icon like this.

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And when you run it, it will take the same time to load the model that we as we did before.

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So it will have two windows the same way there will be some terminal like this.

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But I don't think that it will cause a problem for you.

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Then you will have this one, which is the application.

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So it will work the same thing.

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If I were to click and I predict it will give us the name with the probability.

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So now if you want to share the application or the process with your friends or you have to do is sharing

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this one and they don't need to to install neither sense of low or no below or any of these of the libraries

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that we used that they would because they will be stored with this application.

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As you can see here, we have the budget or the size of 404 for four hundred megabyte, which is a huge,

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huge size.

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Because of that.

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The model is because the model is has a lot of megabytes then for the other stuff for like libraries,

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etc. So for that size here is a little bit bigger.

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But if you want to do that, there is a lot of stuff to optimize your your project, because here I

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show you is only if you want to share it with your friends or something.

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If you want to make this commercial or maybe you want to buy it to sell your project or something.

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So there is some stuff that you should do before maybe you should to compress your model before that.

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There are a lot of stuff that you can do before doing this, but in this case, I am showing you only

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to see how to create this application.

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So I hope you enjoy it.

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And I see you in the next project.

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My.