DOTA_V1_dot_0

displayName: DOTA v1.0
labelTypes:
- Box2D
- Polygon
license:
- DOTA_V1.0 Custom
mediaTypes:
- Image
paperUrl: ""
publishDate: "2018-01-01"
publishUrl: https://captain-whu.github.io/DOTA/index.html
publisher:
- Wuhan University
- Cornell University
- Huazhong University of Science and Technology
tags: []
taskTypes:
- Rotated-ObjectDetection

---
## 简介
DOTA-v1.0 包含 15 个常用类别、2806 张图片和 188、282 个实例。 DOTA-v1.0 中训练集、验证集和测试集的比例分别为 1/2、1/6 和 1/3。
## 类定义
```
plane
ship
storage tank
baseball diamond
tennis court
basketball court
ground track field
harbor
bridge
large vehicle
small vehicle
helicopter
roundabout
soccer ball field
swimming pool
```
## 引文
```
@misc{ding2021object,
title={Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges},
author={Jian Ding and Nan Xue and Gui-Song Xia and Xiang Bai and Wen Yang and Micheal Ying Yang and Serge Belongie and Jiebo Luo and Mihai Datcu and Marcello Pelillo and Liangpei Zhang},
year={2021},
eprint={2102.12219},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
@InProceedings{Xia_2018_CVPR,
author = {Xia, Gui-Song and Bai, Xiang and Ding, Jian and Zhu, Zhen and Belongie, Serge and Luo, Jiebo and Datcu, Mihai and Pelillo, Marcello and Zhang, Liangpei},
title = {DOTA: A Large-Scale Dataset for Object Detection in Aerial Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2018}
}
@InProceedings{Ding_2019_CVPR,
author = {Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, Qikai Lu},
title = {Learning RoI Transformer for Detecting Oriented Objects in Aerial Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year = {2019}
}
```

## Download dataset
:modelscope-code[]{type="git"}

displayName: DOTA v1.0
labelTypes:
- 二维边界框（Box2D）
- 多边形（Polygon）
license:
- DOTA_V1.0 自定义许可证（DOTA_V1.0 Custom）
mediaTypes:
- 图像（Image）
paperUrl: ""
publishDate: "2018年1月1日"
publishUrl: https://captain-whu.github.io/DOTA/index.html
publisher:
- 武汉大学（Wuhan University）
- 康奈尔大学（Cornell University）
- 华中科技大学（Huazhong University of Science and Technology）
tags: []
taskTypes:
- 旋转目标检测（Rotated-ObjectDetection）

---
## 简介
DOTA-v1.0 包含15个通用类别、2806幅图像以及188282个标注实例。该数据集的训练集、验证集与测试集占比分别为1/2、1/6和1/3。
## 类定义

飞机（plane）
船舶（ship）
储油罐（storage tank）
棒球场（baseball diamond）
网球场（tennis court）
篮球场（basketball court）
田径场（ground track field）
港口（harbor）
桥梁（bridge）
大型车辆（large vehicle）
小型车辆（small vehicle）
直升机（helicopter）
环岛（roundabout）
足球场（soccer ball field）
游泳池（swimming pool）

## 引文

@misc{ding2021object,
title={Object Detection in Aerial Images: A Large-Scale Benchmark and Challenges},
author={Jian Ding and Nan Xue and Gui-Song Xia and Xiang Bai and Wen Yang and Micheal Ying Yang and Serge Belongie and Jiebo Luo and Mihai Datcu and Marcello Pelillo and Liangpei Zhang},
year={2021},
eprint={2102.12219},
archivePrefix={arXiv},
primaryClass={cs.CV}
}
@InProceedings{Xia_2018_CVPR,
author = {Xia, Gui-Song and Bai, Xiang and Ding, Jian and Zhu, Zhen and Belongie, Serge and Luo, Jiebo and Datcu, Mihai and Pelillo, Marcello and Zhang, Liangpei},
title = {DOTA: A Large-Scale Dataset for Object Detection in Aerial Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year={2018}
}
@InProceedings{Ding_2019_CVPR,
author = {Jian Ding, Nan Xue, Yang Long, Gui-Song Xia, Qikai Lu},
title = {Learning RoI Transformer for Detecting Oriented Objects in Aerial Images},
booktitle = {The IEEE Conference on Computer Vision and Pattern Recognition (CVPR)},
month = {June},
year={2019}
}

## 数据集下载
:modelscope-code[]{type="git"}