v0.19.0 - API Redesign

[saddam213]

API Redesign (Breaking Changes!!)

The Stable Diffusion API has been made a lot lower level, dependency injection has been pretty much removed and a lot of helper methods added to make it similar in use to diffusers (well sort of).

Running SD can now be as simple as:

var pipeline = StableDiffusionPipeline.CreatePipeline("D:\\Repositories\\stable-diffusion-v1-5");
var promptOptions = new PromptOptions { Prompt = "Photo of a cute dog." };
var result = await pipeline.RunAsync(promptOptions);
var image = result.ToImage();
await image.SaveAsPngAsync("D:\\Results\\Image.png");

What's Changed

• VideoToVideo Example Runners And StableDiffusionService GenerateInputVideoFrames Bug Fix by @TheyCallMeHex in VideoToVideo Example Runners And StableDiffusionService GenerateInputVideoFrames Bug Fix #103
• chore: Examples add schedulerOptions.Width and Height ; Fix Batchinde… by @kimi0230 in chore: Examples add schedulerOptions.Width and Height ; Fix Batchinde… #106
• FeatureExtractor Project by @saddam213 in FeatureExtractor Project #104
• Major: API Refactor by @saddam213 in Major: API Refactor #107
• VideoToVideo example by @saddam213 in VideoToVideo example #108

New Contributors

• @kimi0230 made their first contribution in chore: Examples add schedulerOptions.Width and Height ; Fix Batchinde… #106

Nuget Packages Updated

https://www.nuget.org/packages/OnnxStack.Core/0.19.0
https://www.nuget.org/packages/OnnxStack.ImageUpscaler/0.19.0
https://www.nuget.org/packages/OnnxStack.StableDiffusion/0.19.0
https://www.nuget.org/packages/OnnxStack.FeatureExtractor/0.19.0

Full Changelog: v0.17.0...v0.19.0

Example UI Builds

Name	ONNX EP	Device	Requirements	Status
OnnxStack_UI.zip	DirectML	CPU, AMD GPU, Nvidia GPU	At least Windows10	Stable
OnnxStack_UI_Cuda.zip	CUDA	CPU, Nvidia GPU	CUDA 11 and cuDNN toolkit	Experimental
OnnxStack_UI_TensorRT.zip	TensorRT	CPU, Nvidia GPU	CUDA 11 , cuDNN and TensorRT libraries	Experimental

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This discussion was created from the release v0.19.0 - API Redesign .