OnnxStack.ImageUpscaler 0.39.0 (original) (raw)
Upscale Models
Below is a small list of known/tested upscale models
- https://huggingface.co/wuminghao/swinir
- https://huggingface.co/rocca/swin-ir-onnx
- https://huggingface.co/Xenova/swin2SR-classical-sr-x2-64
- https://huggingface.co/Xenova/swin2SR-classical-sr-x4-64
- https://huggingface.co/Neus/GFPGANv1.4
Image Example
// Load Input Image
var inputImage = await OnnxImage.FromFileAsync("Input.png");
// Create Pipeline
var pipeline = ImageUpscalePipeline.CreatePipeline("SwinIR-M_x4_GAN.onnx", scaleFactor: 4);
// Run pipeline
var result = await pipeline.RunAsync(inputImage);
// Save Image File
await result.SaveAsync("Result.png");
// Unload
await pipeline.UnloadAsync();
Video Example
// Load Input Video
var inputVideo = await OnnxVideo.FromFileAsync("Input.mp4");
// Create Pipeline
var pipeline = ImageUpscalePipeline.CreatePipeline("SwinIR-M_x4_GAN.onnx", scaleFactor: 4);
// Run pipeline
var result = await pipeline.RunAsync(inputVideo);
// Save Video File
await result.SaveAsync("Result.mp4");
// Unload
await pipeline.UnloadAsync();
Video Stream Example
// Read Video Info
var videoFile = "Input.mp4";
var videoInfo = await VideoHelper.ReadVideoInfoAsync(videoFile);
// Create Video Stream
var videoStream = VideoHelper.ReadVideoStreamAsync(videoFile, videoInfo.FrameRate);
// Create pipeline
var pipeline = ImageUpscalePipeline.CreatePipeline("SwinIR-M_x4_GAN.onnx", scaleFactor: 4);
// Create Pipeline Stream
var pipelineStream = pipeline.RunAsync(videoStream);
// Write Video Stream
await VideoHelper.WriteVideoStreamAsync(videoInfo, pipelineStream, "Result.mp4");
//Unload
await pipeline.UnloadAsync();
Product | Compatible and additional computed target framework versions. |
---|---|
.NET | net8.0 is compatible. net8.0-android was computed. net8.0-browser was computed. net8.0-ios was computed. net8.0-maccatalyst was computed. net8.0-macos was computed. net8.0-tvos was computed. net8.0-windows was computed. net9.0 was computed. net9.0-android was computed. net9.0-browser was computed. net9.0-ios was computed. net9.0-maccatalyst was computed. net9.0-macos was computed. net9.0-tvos was computed. net9.0-windows was computed. net10.0 was computed. net10.0-android was computed. net10.0-browser was computed. net10.0-ios was computed. net10.0-maccatalyst was computed. net10.0-macos was computed. net10.0-tvos was computed. net10.0-windows was computed. |
net8.0
- OnnxStack.Core (>= 0.39.0)
NuGet packages
This package is not used by any NuGet packages.
GitHub repositories
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