Lahiru Jayasinghe

RUL-Net. Deep learning approach for estimation of Remaining Useful Life (RUL) of an engine

DeepDOA. Finding Direction of arrival (DOA) of small UAVs using Sparse Denoising Autoencoders and Deep Neural Networks.

machine-failure-detection. PCA and DBSCAN based anomaly and outlier detection method for time series data.

PresentationSlides. Presentation slides relevant to invited and contributed talks

Deep-model-selection-via-feature-visualization. Feature visualization technique to approximate the best suitable deep model (Inception-V3, ResNet-50, and VGG-16) for a given data set. Instead of training all the deep models at you hand and compare results at the end, this method can be use to choose the best suitable model for your data set without training all models.