LahiruJayasinghe

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.

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.

PresentationSlides

Presentation slides relevant to invited and contributed talks

academicpages.github.io

Github Pages template for academic personal websites, forked from mmistakes/minimal-mistakes

AXI_PCB_defect_detection

This repo contains data pre-processing, classification and defect detection methodologies for images from Advance XRay Inspection from multi-layer PCB boards.

DCASE2018

DCASE 2018 Challenge: Solution for task 5

DeConvNet

Primitive implementation of Deconvnet, used to visualize CNN. Just for fun :)

image-quality

Image quality is an open source software library for Image Quality Assessment (IQA).

LahiruJayasinghe.github.io

nasbot

Neural Architecture Search with Bayesian Optimisation and Optimal Transport

Picodet_Pytorch

probabilistic-models

Collection of probabilistic models and inference algorithms

publications

Published, Accepted, Submitted, and Under review papers related to my research projects

tensorflow

An Open Source Machine Learning Framework for Everyone

tensorflow-onnx

Convert TensorFlow, Keras, Tensorflow.js and Tflite models to ONNX

tensorspace

Neural network 3D visualization framework, build interactive and intuitive model in browsers, support pre-trained deep learning models from TensorFlow, Keras, TensorFlow.js

tfgraphviz

A visualization tool to show a TensorFlow's graph like TensorBoard

webmf-python-flask

widerface-to-tfrecord

parse WIDER FACE dataset to tensorflow tfrecord format for object detection api