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YOLOv6分割模型训练期间应用数据增强的时候,标注区域是否未正确跟随变化? #1034

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laishenghui opened this issue Apr 13, 2024 · 1 comment
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@laishenghui
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  • I have read the README carefully. 我已经仔细阅读了README上的操作指引。

  • I want to train my custom dataset, and I have read the tutorials for training your custom data carefully and organize my dataset correctly; (FYI: We recommand you to apply the config files of xx_finetune.py.) 我想训练自定义数据集,我已经仔细阅读了训练自定义数据的教程,以及按照正确的目录结构存放数据集。(FYI: 我们推荐使用xx_finetune.py等配置文件训练自定义数据集。)

  • I have pulled the latest code of main branch to run again and the problem still existed. 我已经拉取了主分支上最新的代码,重新运行之后,问题仍不能解决。

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  • I have searched the YOLOv6 issues and found no similar questions.

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使用的版本是:YOLOv6-4.6.1
数据增加部分的代码没有改动过;
下面第一张图象是我打印出来的训练数据,第二张图像标识了我标注的区域;
绘制训练数据的方法是yolov6/core/engine.py中的plot_train_batch方法;
f42b615895f3def0db7b72a51a41695

d3c018de42e63067fa37d79cb8acc7c

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@laishenghui laishenghui added the question Further information is requested label Apr 13, 2024
@laishenghui laishenghui changed the title YOLOv6分割模型训练期间应用数据增强是,标注区域是否未正确跟随变化? YOLOv6分割模型训练期间应用数据增强的时候,标注区域是否未正确跟随变化? Apr 15, 2024
@laishenghui
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这是绘制的标签
image
这是训练过程打印的训练数据
image
image
这是训练后的推理结果
image
image

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