How to use DIANNA

To use DIANNA you need a trained AI model (in ONNX format) and a data item (e.g. an image or text, etc.) for which you would like to explain the output of the model. DIANNA calls an explainable AI method to produce a “heatmap” of the relevances of each data pont (e.g. pixel, word) to a given model’s decision overlaid on the data item.

For example usage see the DIANNA tutorials. For creating or converting a trained model to ONNX see the ONNX models and for example datasets- the Datasets sections below.