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sicara / tf-explain

Interpretability Methods for tf.keras models with Tensorflow 2.x
https://tf-explain.readthedocs.io
MIT License
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Images are not padded #166

Open Praveen94 opened 3 years ago

Praveen94 commented 3 years ago

I was working on the Severstal Steel Defect Detection competition.When seeing the visualizations in Tensorboard using the GradCAMCallback I was not able to easily distinguish each of the images.

Screen Shot

I was able to easily distinguish each of the images when they are padded like so.

Grid with Padding
RaphaelMeudec commented 2 years ago

Thanks for raising this, I'll look into it. I'm not sure if padding will be the final solution, but visualization can definitely be improved