Yellow Sticky Traps Insect Detection Code

Detection and Classification of Insects caught by Yellow Sticky Traps. Code for our paper Faster R-CNN and EfficientNet for Accurate Insect Identification in a Relabeled Yellow Sticky Traps Dataset published in 2021 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor).

Dataset

The used dataset can be found in the yellow-sticky-traps-dataset repository.

Checkpoints

Model checkpoints are available at Zenodo.

Citation

@INPROCEEDINGS{9628708,
  author={Deserno, Maurice and Briassouli, Alexia},
  booktitle={2021 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor)}, 
  title={Faster R-CNN and EfficientNet for Accurate Insect Identification in a Relabeled Yellow Sticky Traps Dataset}, 
  year={2021},
  volume={},
  number={},
  pages={209-214},
  doi={10.1109/MetroAgriFor52389.2021.9628708}
}