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ucuapps / WSMIS

Weakly Supervised Medical Images Segmentation
GNU General Public License v3.0
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CAM generations #5

Open gozdedemirci opened 1 year ago

gozdedemirci commented 1 year ago

Hello again,

I try to follow directories to generate CAM. In your paper, you mentioned you used both GradCAM and GradCAM++, then decided to use GradCAM++. In your inference/cam_generation folder, there is generate_pascal.py file which I believe this file I should run to extract CAM. However, I see that you don't call either GradCAM and GradCAM++ in this file. Did you do some changes on GradCAM and used your own? Or should I go to another file?

Also, I am running the classification model (model_training/cam_generation/train_pascal.py) on a custom dataset by adjusting dataloaders. During training, I guess it is overfitting. My training loss is low whereas validation loss increases up to 33. My dataset is ~15.000 images. Did you also face that issue? Do you have any suggestions?

Lastly, am I referring correct directories? Thank you very much!

Mugen-chen commented 3 months ago

I have the same question. Do you find where the gradcam++ is used？