What should be accuracy of deep learning model while changing the SNR from [-20,-10,0,10,20,30]?
1 view (last 30 days)
Show older comments
john karli on 4 Apr 2022
I am using the following link to generate the dataset on different SNR. I am not good in signal domain.
I have read the literature that shows when the we increase the SNR the accurancy should increase as well. but in my case there's opposite. i have trained the Resnet-50 model on different SNR from [-20,-10,0,10,20,30] and then test the model on saparate SNR. My accuracy is below
SNR -20dB 99.99
SNR -10dB 99.84
SNR 0dB 99.93
SNR 10dB 99.97
SNR 20dB 99.70
SNR 30dB 97.46
should i wonder about it? could the problem is my dataset?
Find more on Deep Learning Toolbox in Help Center and File Exchange
Community Treasure Hunt
Find the treasures in MATLAB Central and discover how the community can help you!Start Hunting!