insects_yellow_traps Computer Vision Project
Updated a year ago
This project include the images from: https://github.com/md-121/yellow-sticky-traps-dataset. All the credit for them. The only change is the crop of the original image in 5x3 patches.
License: CC0-1.0
from source:
This dataset was created with the help of Carolin Vey. It was used for our paper:
M. Deserno and A. Briassouli, "Faster R-CNN and EfficientNet for Accurate Insect Identification in a Relabeled Yellow Sticky Traps Dataset," 2021 IEEE International Workshop on Metrology for Agriculture and Forestry (MetroAgriFor), 2021, pp. 209-214, doi: 10.1109/MetroAgriFor52389.2021.9628708.
@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}}
Source of original dataset "Raw data from Yellow Sticky Traps with insects for training of deep learning Convolutional Neural Network for object detection" A.T. (Ard) Nieuwenhuizen and J. (Jochen) Hemming and D. (Dirk) Janssen and H.K. (Hyun) Suh and L. (Lien) Bosmans and V. (Vincent) Sluydts and N. (Nathalie) Brenard and E. (Estefanía) Rodríguez and M.D.M. (Maria del Mar) Tellez - published: March 2019 - DOI: 10.4121/uuid:8b8ba63a-1010-4de7-a7fb-6f9e3baf128e - https://data.4tu.nl/articles/dataset/Raw_data_from_Yellow_Sticky_Traps_with_insects_for_training_of_deep_learning_Convolutional_Neural_Network_for_object_detection/12707066
Build Computer Vision Applications Faster with Supervision
Visualize and process your model results with our reusable computer vision tools.
Cite This Project
If you use this dataset in a research paper, please cite it using the following BibTeX:
@misc{
insects_yellow_traps_dataset,
title = { insects_yellow_traps Dataset },
type = { Open Source Dataset },
author = { atos },
howpublished = { \url{ https://universe.roboflow.com/atos-5vjgl/insects_yellow_traps } },
url = { https://universe.roboflow.com/atos-5vjgl/insects_yellow_traps },
journal = { Roboflow Universe },
publisher = { Roboflow },
year = { 2023 },
month = { sep },
note = { visited on 2024-11-24 },
}