## Meta-Album Insects2 Dataset (Extended)
*
The pest insects dataset was originally created as a large scale benchmark dataset for Insect Pest Recognition (https://github.com/xpwu95/IP102). It contains more than 75 000 images belongs to 102 categories. It also has a hierarchical taxonomy and the insect pests which mainly affect one specific agricultural product are grouped into the same upper-level category. The preprocessed version is made from the original dataset by cropping the images in perfect squares and then resizing them into the required images size of 128x128.
### Dataset Details
Meta Album ID: SM_AM.INS2
Meta Album URL: [https://meta-album.github.io/datasets/INS_2.html](https://meta-album.github.io/datasets/INS_2.html)
Domain ID: SM_AM
Domain Name: Small Aninamls
Dataset ID: INS_2
Dataset Name: Insects2
Short Description: Insects dataset for Insect Pest Recognition
\# Classes: 102
\# Images: 75222
Keywords: insects, ecology
Data Format: images
Image size: 128x128
License (original data release): Free for academic usage, cite to use dataset
License URL(original data release): https://github.com/xpwu95/IP102
License (Meta-Album data release): CC BY-NC 4.0
License URL (Meta-Album data release): [https://creativecommons.org/licenses/by-nc/4.0/](https://creativecommons.org/licenses/by-nc/4.0/)
Source: IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition
Source URL: https://github.com/xpwu95/IP102
Original Author: Xiaoping Wu, Chi Zhan, Yukun Lai, Ming-Ming Cheng, Jufeng Yang
Original contact: xpwu95@163.com
Meta Album author: Ihsan Ullah
Created Date: 01 March 2022
Contact Name: Ihsan Ullah
Contact Email: meta-album@chalearn.org
Contact URL: [https://meta-album.github.io/](https://meta-album.github.io/)
### Cite this dataset
```
@inproceedings{Wu2019Insect,
title={IP102: A Large-Scale Benchmark Dataset for Insect Pest Recognition},
author={Xiaoping Wu and Chi Zhan and Yukun Lai and Ming-Ming Cheng and Jufeng Yang},
booktitle={IEEE CVPR},
pages={8787--8796},
year={2019},
}
```
### Cite Meta-Album
```
@inproceedings{meta-album-2022,
title={Meta-Album: Multi-domain Meta-Dataset for Few-Shot Image Classification},
author={Ullah, Ihsan and Carrion, Dustin and Escalera, Sergio and Guyon, Isabelle M and Huisman, Mike and Mohr, Felix and van Rijn, Jan N and Sun, Haozhe and Vanschoren, Joaquin and Vu, Phan Anh},
booktitle={Thirty-sixth Conference on Neural Information Processing Systems Datasets and Benchmarks Track},
url = {https://meta-album.github.io/},
year = {2022}
}
```
### More
For more information on the Meta-Album dataset, please see the [[NeurIPS 2022 paper]](https://meta-album.github.io/paper/Meta-Album.pdf)
For details on the dataset preprocessing, please see the [[supplementary materials]](https://openreview.net/attachment?id=70_Wx-dON3q&name=supplementary_material)
Supporting code can be found on our [[GitHub repo]](https://github.com/ihsaan-ullah/meta-album)
Meta-Album on Papers with Code [[Meta-Album]](https://paperswithcode.com/dataset/meta-album)
### Other versions of this dataset
[[Micro]](https://www.openml.org/d/44248) [[Mini]](https://www.openml.org/d/44292)