mosiac数据增强
时间: 2023-09-22 09:12:34 浏览: 52
Mosaic数据增强是一种在计算机视觉领域常用的数据增强技术。它通过将多张图片按照一定比例组合成一张图片,从而扩充训练数据集。具体而言,Mosaic数据增强将四张图片进行随机缩放、随机裁剪和随机排布的操作,生成一张拼接后的图片。这样可以丰富数据集,包括增加小目标的数量,提高模型的鲁棒性,并且可以在较小的GPU显存下实现较好的效果。Mosaic数据增强的实现方法包括在Yolo-V4、Yolo-V5等目标检测算法中,并且可以借助Python进行编程实现。<span class="em">1</span><span class="em">2</span><span class="em">3</span>
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- *1* [用Mosaic数据增强怎么得到图片和xml](https://download.csdn.net/download/ALiLiLiYa/86608494)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_2"}}] [.reference_item style="max-width: 33.333333333333336%"]
- *2* [目标检测: 一文读懂 Mosaic 数据增强](https://blog.csdn.net/weixin_46142822/article/details/123805663)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_2"}}] [.reference_item style="max-width: 33.333333333333336%"]
- *3* [【目标检测】(10) Mosaic 数据增强方法,附Python完整代码](https://blog.csdn.net/dgvv4/article/details/123988282)[target="_blank" data-report-click={"spm":"1018.2226.3001.9630","extra":{"utm_source":"vip_chatgpt_common_search_pc_result","utm_medium":"distribute.pc_search_result.none-task-cask-2~all~insert_cask~default-1-null.142^v93^chatsearchT3_2"}}] [.reference_item style="max-width: 33.333333333333336%"]
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