Moth-Scanner

Insect detection and moth classification pipeline Code for the paper "Deep Learning Pipeline for Automated Visual Moth Monitoring: Insect Localization and Species Classification"

Installation

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

Citation

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}
}

License

This work is licensed under a GNU Affero General Public License.