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MisaOgura avatar MisaOgura commented on May 20, 2024

Hi @zxupstar,

FlashTorch is fairly agnostic to various CNN architectures.

For creating saliency maps, your model needs to have at least one conv2d layer as it will find the first conv2d layer and grabs gradients from it. For activation maximisation, you have the control to specify which layers/filters to visualise.

I'll leave this open for a week in case you have any further questions. After this I will close this so please feel free to open another issue with details.

Many thanks,

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SarfarazHabib avatar SarfarazHabib commented on May 20, 2024

Hi @MisaOgura I am having problems using activation maximization on my own model. Have mentioned the details in a new issue. Can you please have a look ?

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MisaOgura avatar MisaOgura commented on May 20, 2024

I'm closing this for now - @zxupstar please re-open this if/when needed.

Thanks @SarfarazHabib I will reply on the thread in #34

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