针对目标检测所用的图像增强方法（代码）

谁践踏了优雅 2021-12-11 09:43 519阅读 0赞

1、目标检测图像数据增强（Data Augmentation）—— 旋转：[https://blog.csdn.net/uncle\_ll/article/details/83930861][https_blog.csdn.net_uncle_ll_article_details_83930861]（可以同时生成xml文件）

CNN Data Augmentation（数据增强）-旋转：[https://blog.csdn.net/u014540717/article/details/53301195][https_blog.csdn.net_u014540717_article_details_53301195]（可以同时生成xml文件）

2、针对目标检测的数据增强：[https://blog.csdn.net/qq\_42277222/article/details/81784504][https_blog.csdn.net_qq_42277222_article_details_81784504]（变换形式多，带标注框旋转，但不能生成xml文件）

![20190708212927502.png][]

3、深度学习数据增强（data\_augmentation）:Keras ImageDataGenerator：[https://blog.csdn.net/wsLJQian/article/details/88616126\#%E4%B8%80.%E5%A4%A7%E6%9D%80%E6%B0%94%E4%B9%8Bkeras%20ImageDataGenerator][https_blog.csdn.net_wsLJQian_article_details_88616126_E4_B8_80._E5_A4_A7_E6_9D_80_E6_B0_94_E4_B9_8Bkeras_20ImageDataGenerator]

4、提供一个链接：[https://github.com/aleju/imgaug][https_github.com_aleju_imgaug]。看上去效果很好：

![Center][]

[https_blog.csdn.net_uncle_ll_article_details_83930861]: https://blog.csdn.net/uncle_ll/article/details/83930861
[https_blog.csdn.net_u014540717_article_details_53301195]: https://blog.csdn.net/u014540717/article/details/53301195
[https_blog.csdn.net_qq_42277222_article_details_81784504]: https://blog.csdn.net/qq_42277222/article/details/81784504
[20190708212927502.png]: /images/20211211/abf365efff0647eb991c2b836d753fe1.png
[https_blog.csdn.net_wsLJQian_article_details_88616126_E4_B8_80._E5_A4_A7_E6_9D_80_E6_B0_94_E4_B9_8Bkeras_20ImageDataGenerator]: https://blog.csdn.net/wsLJQian/article/details/88616126#%E4%B8%80.%E5%A4%A7%E6%9D%80%E6%B0%94%E4%B9%8Bkeras%20ImageDataGenerator
[https_github.com_aleju_imgaug]: https://github.com/aleju/imgaug
[Center]: /images/20211211/c3daaca810b54a63ba4d54926b744e62.png