WEBVTT 00:00.120 --> 00:04.600 All right, we're gonna learn how to do outpainting, which is when you zoom out from an image. 00:04.720 --> 00:07.440 So this is the original image. 00:07.440 --> 00:09.280 You see how close it is to the chairs. 00:10.160 --> 00:13.760 And I added a mask with some border around the outside. 00:13.960 --> 00:18.280 And then we generated an image where we zoomed out a little bit from the chairs. 00:18.280 --> 00:19.960 And you can keep going with this as well. 00:19.960 --> 00:22.640 But that's the general idea. 00:22.680 --> 00:22.920 All right. 00:22.960 --> 00:24.680 That's what we're trying to accomplish. 00:24.680 --> 00:26.480 And let's walk through how to do it. 00:27.800 --> 00:30.720 First we need to install the file client. 00:30.720 --> 00:34.320 That's where we're going to call to use the Outpainting model. 00:34.320 --> 00:35.960 And then we're going to create. 00:38.520 --> 00:42.560 I'm going to get the environment variables for the API. 00:42.600 --> 00:44.560 So we're calling that. 00:44.560 --> 00:50.960 And then we're going to import file client and requests and image bytesio. 00:51.560 --> 00:53.880 We also need a display as well. 00:53.880 --> 00:58.760 So from IPython display import display. 00:58.800 --> 00:59.040 All right. 00:59.080 --> 01:01.720 Those packages are going to help us work with the images. 01:01.920 --> 01:04.400 So we're just gonna say original image? 01:05.200 --> 01:11.200 I'm just going to upload that image of a rhino in a suit up to file. 01:11.680 --> 01:14.440 And then we're going to. 01:16.560 --> 01:18.680 Work on adding some padding. 01:20.600 --> 01:22.800 Actually I'm just going to load that image first. 01:23.400 --> 01:24.800 So we're going to add some padding. 01:24.800 --> 01:31.840 The way we do that is we need to kind of shrink the image first because it needs to be in the right 01:31.840 --> 01:32.520 size. 01:33.120 --> 01:38.640 So that is going to be it's going to shrink it by say 200. 01:41.200 --> 01:42.800 Reduce this by 200. 01:44.280 --> 01:46.560 So it's going to shrink the original image. 01:47.080 --> 01:49.480 And then that's going to do the resizing. 01:50.840 --> 01:54.200 And then the new shift is going to be the original dimension. 01:55.360 --> 01:56.560 Original dimension. 01:56.600 --> 02:00.680 We need to make a new image which is just white. 02:00.680 --> 02:04.640 And then we need to paste that offset on. 02:05.560 --> 02:06.440 That's what we've done. 02:06.440 --> 02:08.200 We've created this new image. 02:08.200 --> 02:13.200 Now it's basically the same image, but we made it smaller and put it in the middle of this kind of 02:13.240 --> 02:14.040 wider image. 02:14.280 --> 02:16.080 We should be able to save that. 02:16.080 --> 02:18.320 And then we've got the. 02:21.160 --> 02:21.760 We need. 02:21.960 --> 02:22.160 Yeah. 02:22.200 --> 02:24.200 This is the padded image here. 02:25.080 --> 02:28.040 And then you need to create the mask. 02:29.720 --> 02:32.320 So notice that you need a white background. 02:32.320 --> 02:33.880 You need an inner box. 02:33.880 --> 02:40.160 And then you just need to paste a black rectangle in the middle of that inner box. 02:40.200 --> 02:43.080 And this is all going to be the same size essentially. 02:45.160 --> 02:47.960 And then we just need to save that image and then upload the file. 02:47.960 --> 02:50.040 So now we have this like temp mask file. 02:51.200 --> 02:51.560 All right. 02:51.640 --> 02:53.560 So let's see what we did. 02:53.600 --> 02:56.280 And so we're going to make sense in a second. 02:57.120 --> 03:00.160 But we're using we're going to be using the inpainting model. 03:00.320 --> 03:04.160 And normally in inpainting you create a mask by coloring in within the image. 03:04.160 --> 03:07.160 In this case outpainting is adding to the outside of the image. 03:07.270 --> 03:10.910 So you can see here that there's this overall padding. 03:11.470 --> 03:12.910 There's white around the image. 03:13.350 --> 03:17.350 And then we add the mask which blacks out the image itself. 03:17.350 --> 03:20.070 And that way it's only going to generate in the white. 03:20.310 --> 03:21.870 So it's still using inpainting. 03:21.870 --> 03:24.150 It's just a cheeky way to do it. 03:25.150 --> 03:27.230 So all the rest is just similar. 03:27.230 --> 03:29.310 Typical inpainting code. 03:29.310 --> 03:33.390 What I've done is I've used the same prompt I used to generate the original image, so it's going to 03:33.390 --> 03:35.070 keep that relatively consistent. 03:35.110 --> 03:37.310 The main difference is you want to use this fill model. 03:37.310 --> 03:39.950 I found it didn't really work unless you use this. 03:39.990 --> 03:41.950 This one seems to be pretty good at painting. 03:41.950 --> 03:49.270 Specifically, it's on Flux Pro and I'm just going to hit generate, but it's the same as any inpainting. 03:49.270 --> 03:54.030 It's just that we've added a special type of mask and there you go. 03:54.070 --> 03:58.710 You can see we've got like a zoomed out version with a bit more space around the image. 03:58.830 --> 04:00.830 You could zoom out quite far if you wanted. 04:00.870 --> 04:02.390 You can adjust the parameters. 04:02.390 --> 04:07.110 You could also keep zooming out if you want, and eventually the Rhino would be a small section in the 04:07.110 --> 04:07.550 middle. 04:07.550 --> 04:09.790 So yeah, that's how Outpainting works.