Image Generation WIth OpenAI Python API Complete OpenAI API GPT Python Tutorial Part 10

Key Takeaways

so what is up guys welcome back uh in this tutorial we're going to do the actual coding part um we're going to do the image generation with open API and we'll be coding obviously in Python we'll be doing all those three things that we have seen before in the theory part which was image generation first and then we would be editing the images and then we would be creating you know variations of an image so let's start with this thing uh first thing obviously you would need to do is um you know import open API and you know initiate the client next up we would be starting with the actual you know response uh sorry actual request so the way we do it is obviously you know uh importing clients images. generate uh this is the you know the API this is how you can use it uh first thing you need to set up um you know let the um you know request know what kind of model model you want to use obviously you can only use di 3 or Del 2 then you can Pro provide the prompt so I've just create given this prompt in which I'm saying people camping attacked by a Grizzly beer you could note here that the word grizzly is spelled incorrect but you know I believe the model will be able to know that by itself okay next up we'll be giving the size in which we want the obviously you know the image to be next we would want the quality so you can either give standard or HD HD obviously would be charging you higher but obviously the quality would be better as well um Nal 1 this would um tell us how what how many you know type of variations or how many choices do we want in the responses uh in the output uh for Di 3 obviously you can only get one response but when you set this to d 2 then you can get up to 10 next up um we can yeah next thing we just need to run this part I believe it should be fine so this thing took around like 10 seconds which was fine and let's see how the response was so it would give you in url that you can just open and you could see these are the people they got scared and you know there's a big Grizzly beer obviously so yeah this is like that simple right you just you just have to give up the prompt and the other things and you'll be getting the actual you know output next up we can uh we'll be doing any the images I already by the way in the data in here I've provided uh there is a image image um there's a regular there's an image that says Lounge area and there's another image that says Lounge area Mas basically the only difference is that there's a lounge open you know there's no nothing special in here the MK area is where I've added the mask so this part is transparent basically both of them are in PNG so it should be fine for you to get started right so let's start with this thing first uh we'll be using client images. edit uh then we'll we'll be adding DOL 2 we'll be adding the you know location of the image then we'll be adding The Mask um you know the location of the mask image then the prompt uh The Prompt in here I'm just saying that I want to see a cat playing near the sofa right and we can add yeah um the you know n equals to one and size and I believe this should be fine yeah we just need to go ahead and run this and I'm just going to wait until this thing finishes up I believe it should take like somewhere 10 seconds as well uh let's see so once that that thing finishes you would be able to see a URL and this is the image as you can see oh this we covered this area it added something like a cat although it doesn't completely looks like a cat but yeah that's a cat and uh yeah as you can see we have it was mass so um you know it it did fill the rest of the area by itself oh next up we will be creating some variations of an image so let's see um yeah so it's the same one client images. create image then uh you can add do to you can add the mod the image that you want to create so I provided this thing a colorful parrot in here so it's just a Parrot uh you know colorful uh this is the image and we're going to create variations of this and you could do in this case or you could get give Nal to 1 but I've given n equal to 2 uh this way we can generate multiple you know uh variations and we can explore which one do you want to you know choose so next we just give the size and we just let this thing run while this it would take a little longer than 10 seconds because we are generating two images so I'm just going to say uh you know response data 0. URL so this would give you your first image and this would give you a second image okay so let's just uh do this you have these two images so as you can see this is the second image so this was the image right as you can see it removed eyes and uh you know this beak uh looks a little unnatural the feathers are not that uh you know uh clearly visible this is the other image in which um if you remember in our previous project uh sorry in our previous photo the the parot was you know this side like on the left side uh but in our one second in this thing if you see that the parot is facing this side so although this could be you know something that that could be acceptable but um you know this is how it is these are the two variations that it gave us of the original image so yeah with this we also finish with the um yeah the variations of that image actually this is the code yeah and next up we'll be doing the actual like actual project of image generation and that would only be uploaded obviously on my Ur course so yeah see you guys there thank