Gravitational wave detector using a convolutional neural network analysis of spectrograms. This notebook is a submission for the G2Net Gravitational Wave Detection competition on Kaggle.
https://www.kaggle.com/c/g2net-gravitational-wave-detection
The final score was .80 as graded by Kaggle.
To do:
Further low frequency noise attenuation for better SNR
More appropriate model architecture for optimal training of full dataset
Hyperparameter optimization