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metal-detection-wifi's Issues

Requesting for dataset

@abaleem Thanks for the work. It will be helpful if you provide the dataset (6apr20_123.csv) for testing the script. Kindly share your comments.

Why does numberWindows always equal 1?

Hi there!

Thanks so much for putting together and sharing such a fascinating piece of work!

I'm trying to better understand it, however am confused by one element of the code: surely numberWindows = int(xTrain.shape[1]/carrier) always equals 1?

As my assumption is that:

  • The columns of xTrain (ie. xTrain.shape[1]) are the subcarriers of each antenna in turn, equalling 180
  • carrier is equal to 180, as stated in the code

numberWindows equally one always leads to an error (as the kernel size is too big without adding padding to the model.

Feel like I must be missing something - any help would be hugely appreciated!

Thank you!

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