/Radio-Signal-Classification-CNN

Implementing CNN for Classification of Radio Signals from Outer Space

Primary LanguageJupyter Notebook

Radio-Signal-Classification-CNN

CNN implementation to classify Radio Signals from Outer Space.

Data

  • Training examples= 3200
  • Test examples= 800
  • Classes= 4 ("squiggle", "narrowband", "noise", "narrowbanddrd")

Model Summary

Model Summary

Training Progress

Training progress

Evaluation Metrics:

Evaluation Metrics

Here:

  • 0="squiggle"
  • 1="narrowband"
  • 2="noise"
  • 3="narrowbanddrd"