John A. Momoh

Explainable deep learning with novel marine domain metrics for oil spill detection

This study demonstrates the application of explainable artificial intelligence (XAI) specifically the deep learning model for oil spill detection, which integrates the SpillNet, a customised Convolutional Neural Network architecture with five XAI techniques and unique evaluation metrics suitable for marine environmental monitoring.