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KichangKim avatar KichangKim commented on July 24, 2024

It already contains command "grad-cam". It estimates all tags in input image and generate gradient map images for each tags. (But lack of post-processing so output image looks not clear)

https://github.com/KichangKim/DeepDanbooru/blob/master/deepdanbooru/commands/grad_cam.py

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DonaldTsang avatar DonaldTsang commented on July 24, 2024

Okay, what is the array dimensions of this grad-cam feature? If it is the same as the image itself then I will close this issue, since I expect this to be a weak version of image/semantic segmentation.

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KichangKim avatar KichangKim commented on July 24, 2024

Its dimensions is same to the input of network, 299x299. So if you want to get the value of original image, you need to transform gradient map image to original resolution.

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DonaldTsang avatar DonaldTsang commented on July 24, 2024

The major issue is granularity or resolution, because I do have expectations of boundaries being high def.

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