fel88 / Dendrite

ONNX viewer/editor/inference
MIT License
13 stars 2 forks source link
deep-learning inference neural-networks onnx

Dendrite

ONNX viewer/editor/inference

Graph layout https://github.com/fel88/Dagre.NET

Project status: WIP

How to create an inference environment:

  1. Open graph editor (Model->Inference->Manager)
  2. Add Net node and select .onnx file to use
  3. Add pre/post-processing nodes (e.g NCHW, Mean/Std normalization, boxes decoder ... etc.)
  4. Load sample image to Image Source Node (Context menu -> Load image)
  5. Run inference
  6. Check outputs
  7. (optional). Save inference environment to .den file for quick use next time

Ready inference environments can be downloaded from here : https://github.com/fel88/Dendrite.Environments

Console use:

[exe] <.den file> <input image/video/sound>

Dendrite.Console craft.den sample.jpg output.jpg