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imatiach-msft avatar imatiach-msft commented on June 12, 2024 1

@SelComputas currently there is an image explainer in the contrib package azureml-contrib-explain-model package but I wouldn't recommend it, as there is no visualization dashboard for it yet. We have an https://github.com/interpretml/interpret-text repository for text interpretability and logically we would like to add a repository for images eventually, but unfortunately we don't have one yet. Sorry, we should update that image in the notebooks as it isn't accurate anymore, we open-sourced parts of a previous package as this package which has been made an extension to the interpret package.

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imatiach-msft avatar imatiach-msft commented on June 12, 2024 1

@pk2005 currently we don't have image support yet, sorry. However, there is a hierarchical image explainer available in SHAP github repository (https://github.com/slundberg/shap) which works well for images. If you are using pytorch, captum also has great image explainers: https://github.com/pytorch/captum. I'm not sure what is available for tensorflow, I just found this example using integrated gradients with a quick search, there might be better toolkits available:
https://www.tensorflow.org/tutorials/interpretability/integrated_gradients

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pk2005 avatar pk2005 commented on June 12, 2024

Hi! Is there any update on this? I have similar issue and wanted to use InterpretML for my CNN. Thanks!

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