Codes and Data sets

Codes related to my research (not having IPR restrictions from projects) can be found below. Please feel free to download, experiment and ask me for more information. The code is provided as-it-is without any warranty, and for research purposes. Check also my GitHub page.

Datasets

• MARVEL - Malta Audio Visual Anomaly Dataset (MAVAD)

• Multimodal Agricultural Aerial and Ground Robotics Simulation Dataset

• Predicting the trading behavior of socially connected investors

• Industrial Drying of Filter Media - Moisture Content Prediction

• KORTE Social Distance Estimation dataset

• AURSAD: Universal Robot Screwdriving Anomaly Detection Dataset

• CloudCast: A large-scale dataset and baseline for forecasting clouds

• Finnish WW-II photographers analysis

• INTEL-TAU dataset for Color Constancy research

• British carabids database of 63.364 specimens from the Natural History Museum London

• FIN-Benthic benchmark dataset for automatic fine-grained classification of benthic macroinvertebrates 

• FIN-Benthic benchmark dataset (v2)

• Benchmark Dataset for Mid-Price Prediction of Limit Order Book Data 

• LOB dataset used in Deep Adaptive Normalization for Time Series forecasting (IEEE TNNLS paper)

Data set creation

• URInterface: library for data acquisition and commands of the UR Robot e-series

Dynamical Systems

• Deep Learning for Dynamical Systems

Libraries in PyPI

• Variational Neural Networks

• Continual Inference: PyTorch building blocks for Continual Inference Networks

• PyGOP: A Python library for Generalized Operational Perceptron (GOP) based algorithms

Reproducible code capsules in Code Ocean

• Variational Neural Networks

• Layer Ensembles