YOLO官方自带的数据集Dotav1,直接训练
YOLO官方自带Dotav1的配置文件,直接加载,等待下载完即可使用,使用自己的电脑下载会比较慢,如果用服务器下载速度为270mb/s(kaggle亲自测试)。
带 OBB 的 DOTA 数据集 -Ultralytics YOLO 文档
# Ultralytics 🚀 AGPL-3.0 License - https://ultralytics.com/license# DOTA 1.0 dataset https://captain-whu.github.io/DOTA/index.html for object detection in aerial images by Wuhan University
# Documentation: https://docs.ultralytics.com/datasets/obb/dota-v2/
# Example usage: yolo train model=yolov8n-obb.pt data=DOTAv1.yaml
# parent
# ├── ultralytics
# └── datasets
# └── dota1 ← downloads here (2GB)# Train/val/test sets as 1) dir: path/to/imgs, 2) file: path/to/imgs.txt, or 3) list: [path/to/imgs1, path/to/imgs2, ..]
path: ../datasets/DOTAv1 # dataset root dir
train: images/train # train images (relative to 'path') 1411 images
val: images/val # val images (relative to 'path') 458 images
test: images/test # test images (optional) 937 images# Classes for DOTA 1.0
names:0: plane1: ship2: storage tank3: baseball diamond4: tennis court5: basketball court6: ground track field7: harbor8: bridge9: large vehicle10: small vehicle11: helicopter12: roundabout13: soccer ball field14: swimming pool# Download script/URL (optional)
download: https://github.com/ultralytics/assets/releases/download/v0.0.0/DOTAv1.zip