IFCB Plankton Classifier

Version 1 (latest version)

Run Locally Launch (new tab)

Record description

Title: IFCB Plankton Classifier
DOI: https://doi.org/10.82595/scilifelab.6ajxb-8hr75
Description: IFCB Plankton Classifier is a web application that automates phytoplankton image classification using a ResNet-50 model trained on the SMHI IFCB Plankton Image Reference Library and NIVA datasets. It combines single-image inference, large-scale batch processing, and threshold-aware prediction visualisation to streamline marine plankton analysis workflows.
URL: https://ifcb.serve.scilifelab.se
Source code: https://github.com/EuropeanIFCBGroup/ifcb-inference-app
Docker image: docker.io/anderstorstensson/ifcb-classify:0.4.0
Date submitted: 2026-02-12 10:45
Date updated: 2026-08-09 18:57
Date available: 2026-03-18 22:31
Language: English

Torstensson, Anders

Version 1:
https://doi.org/10.82595/scilifelab.6ajxb-8hr75 current

To cite all versions, use the following DOI:
https://doi.org/10.82595/scilifelab.wtg07-w3b79