Research project

Life in the fast lane: Computer vision and machine learning to unveil biodiversity dynamics and ecosystem responses in the planktonic realm (FASTVISION) (FASTVISION)

Principal Investigator

Kälviäinen, Heikki (Computational and Process Engineering)

Project Manager

Eerola, Tuomas (Computational and Process Engineering)

Project Details

Start date: 01/09/2019

End date: 31/08/2021

Funder

Academy of Finland

Keywords

Biodiversity, Plankton community, Ecosystem functioning, Automated imaging, Real-time monitoring, Computer vision, Machine learning, Deep learning, Meta-learning, Big data, Digitalization, Domain adaptation

Research Areas

Applied Mathematics

Computer Vision and Pattern Recognition

Ecology

Publications

Towards operational phytoplankton recognition with automated high-throughput imaging and compact convolutional neural networks (2020)

Last updated on 2021-10-02 at 13:30