Skip to content
New issue

Have a question about this project? Sign up for a free GitHub account to open an issue and contact its maintainers and the community.

By clicking “Sign up for GitHub”, you agree to our terms of service and privacy statement. We’ll occasionally send you account related emails.

Already on GitHub? Sign in to your account

CAM generations #5

Open
gozdedemirci opened this issue Oct 26, 2022 · 1 comment
Open

CAM generations #5

gozdedemirci opened this issue Oct 26, 2022 · 1 comment

Comments

@gozdedemirci
Copy link

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
Copy link

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

Sign up for free to join this conversation on GitHub. Already have an account? Sign in to comment
Labels
None yet
Projects
None yet
Development

No branches or pull requests

2 participants