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hulianyuyy / CorrNet

Continuous Sign Language Recognition with Correlation Network (CVPR 2023)
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Grad-Cam #30

Closed snalyami closed 6 months ago

snalyami commented 6 months ago

Thank you for your efforts in this project.

I'm trying to plot the activation maps of the conv2d module, like figure 1 in your paper. I've used this Grad-Cam usage example as a start point: https://github.com/jacobgil/pytorch-grad-cam/blob/master/usage_examples However, I'm getting an error, which I think is because, the model returns a dic and Grad-CAM methods expect a single output.
Also, the model takes the video and video length as input, but Grad-CAM methods take only one input_tensor (image).

I would really appreciate if you would share the visualization code you used in your paper, or help me figure out these problems.

Thank you again for your continuous support.

hulianyuyy commented 6 months ago

I'm working on some other things these days. I have updated the readme.md and you can follow it to perform visualization.