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the papers of score-based cam usually use a baseline image to calculate channel-wise increase of confidence(CIC). But what is the baseline image used in the torch-cam? |
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Hi @ROOKLO 👋 Thanks for the question! It's very relevant: it's my own interpretation but the author doesn't mention any specific image as reference, so I took the liberty of using the same as the input image. This seems to be aligned with the reasoning of the author since he published his implementation after I added it to TorchCAM, and the input image was also used 👍 Happy to discuss that further if you have suggestions about this! Cheers ✌️ |
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Hi @ROOKLO 👋
Thanks for the question! It's very relevant: it's my own interpretation but the author doesn't mention any specific image as reference, so I took the liberty of using the same as the input image. This seems to be aligned with the reasoning of the author since he published his implementation after I added it to TorchCAM, and the input image was also used 👍
Happy to discuss that further if you have suggestions about this!
Cheers ✌️