DarthAffe/StableDiffusion.NET
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@ -13,12 +13,43 @@ If GPU-support is available it will prefer this over CPU.
If you want to add your own native-libraries or need more control over which backend to load, check the static `Backends` class. If you want to add your own native-libraries or need more control over which backend to load, check the static `Backends` class.
### Example ### Example
#### 1. Create a model
stable diffusion:
```csharp ```csharp
using StableDiffusionModel sd = new(@"<path_to_model>", new ModelParameter()); using DiffusionModel model = ModelBuilder.StableDiffusion(@"<path to model")
IImage<ColorRGB> image = sd.TextToImage("<prompt>", new StableDiffusionParameter()); .WithVae(@"<optional path to vae>")
.WithMultithreading()
.Build();
``` ```
flux:
```csharp
using DiffusionModel model = ModelBuilder.Flux(@"<path to flux-model.gguf>",
@"<path to clip_l.safetensors>",
@"<path to t5xxl_fp16.safetensors>",
@"<path to ae.safetensors>")
.WithMultithreading()
.Build();
```
#### 2. create image
with default parameters:
```csharp
IImage<ColorRGB> image = model.TextToImage("<prompt>");
```
with custom parameters:
```csharp
IImage<ColorRGB> image = model.TextToImage("<prompt>", model.GetDefaultParameter().WithSeed(1234).WithSize(1344, 768));
```
#### 3. (optional) save the image (requires System.Dawing or SkiaSharp extension)
```csharp
File.WriteAllBytes("output.png", image.ToPng());
```
To process the resulting image further you can write your own extensions or install one of the [HPPH](https://github.com/DarthAffe/HPPH)-extension sets: To process the resulting image further you can write your own extensions or install one of the [HPPH](https://github.com/DarthAffe/HPPH)-extension sets:
[HPPH.System.Drawing](https://www.nuget.org/packages/HPPH.System.Drawing) [HPPH.System.Drawing](https://www.nuget.org/packages/HPPH.System.Drawing)
[HPPH.SkiaSharp](https://www.nuget.org/packages/HPPH.SkiaSharp) [HPPH.SkiaSharp](https://www.nuget.org/packages/HPPH.SkiaSharp)