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The Laboratory of Computational Intelligence for RADAR (CI4R)

Home Page: https://ci4r.ua.edu/

MATLAB 0.89% Python 1.07% Jupyter Notebook 98.04%

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ci4r-activity-recognition-datasets's Issues

Dataset download

The download link of Spectrum has expired, can it be updated?

Signature generation from 77Ghz radar (TI radar)

Hello,

Please i need to generate the same type of data in real time using a TI IWR1443 EVM 77GHz radar. (The same you used i guess).
Please if you have any resources for real time spectrogram generation (Doppler signature).
i'll be very grateful for help.

Thank you in advance.

Experiment Reproducing Problems

Hello, I was trying to reproduce the experiment of VGG-16 and CAE Classification (Which are corresponding to the Table 1 & 3 Results), and I ran into two problems as follows:

  1. VGG-16's score just cannot reach Table 1
    I followed the file "vggNet-24_gridsearch.ipynb" and the parameters are as the paper written, but the accuracy is less about 5-9%, and are always different everytime I train. So I was wondering if the dataset setting is correct. All I did is follow the "create_dataset.ipyhb" file, is there anything I should notice?

  2. I can't find the json and weight file using in "Transfer_Learning_CAE.ipynb", where can I get them to reproduce the score in Table 3?

Looking forward to your reply, thank you!!

downlink expired

Dear professor:

The download link of Spectrum dataset has expired,
can it be updated?

Thank you in advance.

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