Application

Title

IFCB Plankton Classifier

Type

Gradio App

URL

https://ifcb.serve.scilifelab.se

Source code

https://github.com/anderstorstensson/ifcb-classification-app

Docker image

docker.io/anderstorstensson/ifcb-classify:0.1.1

Created

12 Feb, 2026

Updated

17 Feb, 2026

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.

Tags

Ai

Deep Learning

Ifcb

Image-Classification

Plankton