Insect detection and moth classification pipeline Code for the paper "Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification"
After cloning the repository, initialize and update the submodules:
git clone git@github.com:cvjena/moth_scanner.git
cd moth_scanner
git submodule init
git submodule update
Follow the installation instructions for the classifier or the detector.
Train a classifier model and a detection model. Copy the resulting outputs to models/JENA_MOTHS
.
Rename the weights to weights.npz
.
To run the pipeline, run
cd scripts
DATA=<folder with some images> ./run.sh
You are welcome to use our code in your research! If you do so please cite it as:
@article{korsch2023deep,
title={Deep learning pipeline for automated visual moth monitoring: insect localization and species classification},
author={Korsch, Dimitri and Bodesheim, Paul and Denzler, Joachim},
journal={arXiv preprint arXiv:2307.15427},
year={2023}
}
This work is licensed under a GNU Affero General Public License.