OnnxStack.FeatureExtractor

Canny

https://huggingface.co/axodoxian/controlnet_onnx/resolve/main/annotators/canny.onnx

Hed

https://huggingface.co/axodoxian/controlnet_onnx/resolve/main/annotators/hed.onnx

Depth

https://huggingface.co/axodoxian/controlnet_onnx/resolve/main/annotators/depth.onnx https://huggingface.co/Xenova/depth-anything-large-hf/onnx/model.onnx https://huggingface.co/julienkay/sentis-MiDaS

OpenPose (TODO)

https://huggingface.co/axodoxian/controlnet_onnx/resolve/main/annotators/openpose.onnx

Image Example

// Load Input Image var inputImage = await OnnxImage.FromFileAsync("Input.png"); // Load Pipeline var pipeline = FeatureExtractorPipeline.CreatePipeline("canny.onnx"); // Run Pipeline var imageFeature = await pipeline.RunAsync(inputImage); // Save Image await imageFeature.Image.SaveAsync("Result.png"); //Unload await pipeline.UnloadAsync();

Video Example

// Load Input Video var inputVideo = await OnnxVideo.FromFileAsync("Input.mp4"); // Load Pipeline var pipeline = FeatureExtractorPipeline.CreatePipeline("canny.onnx"); // Run Pipeline var videoFeature = await pipeline.RunAsync(inputVideo); // Save Video await videoFeature.SaveAsync("Result.mp4"); //Unload await pipeline.UnloadAsync();