Datasets:
File size: 1,805 Bytes
3bca7cb d8a3552 0ba9e76 3bca7cb 0ba9e76 d8a3552 0ba9e76 d8a3552 | 1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 | ---
dataset_info:
features:
- name: image
dtype: image
- name: mask
dtype: image
- name: objects
struct:
- name: bbox
list:
list: float64
- name: categories
list:
class_label:
names:
'0': HH
splits:
- name: train
num_bytes: 129548896
num_examples: 476
download_size: 129570262
dataset_size: 129548896
configs:
- config_name: default
data_files:
- split: train
path: data/train-*
license: cc-by-sa-4.0
task_categories:
- object-detection
size_categories:
- n<1K
---
# Bmsb Stinkbug Detection
This dataset comprises real-world RGB images of Brown Marmorated Stink Bugs (BMSB) captured in field conditions within Italian orchards. Images were collected using a fixed-position OpenMV Cam H7 Plus camera operating at 1600x1200 resolution, providing naturalistic depictions of the pest in agricultural settings for object detection research. The dataset contains 476 images with 3,813 bounding box annotations across 1 category.
This dataset is indexed on https://project-agml.github.io/ as part of the AgML python library.
## Citation
```bibtex
@article{kargar2024detecting,
title={Detecting Halyomorpha halys using a low-power edge-based monitoring system},
author={Kargar, Amin and Zorbas, Dimitrios and Tedesco, Salvatore and Gaffney, Michael and O’Flynn, Brendan},
journal={Computers and Electronics in Agriculture},
volume={221},
pages={108935},
year={2024},
publisher={Elsevier}
}
```
Kargar, A., Zorbas, D., Gaffney, M., O'Flynn, B., & Tedesco, S. (2025). Image Dataset of Brown Marmorated Stink Bug (BMSB) or Halyomorpha Halys (HH) [Dataset]. Zenodo. https://doi.org/10.5281/zenodo.16088064
*This dataset was reformatted from its original format to match HuggingFace standards.* |