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是否可训练通用模型 #10

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xfby2016 opened this issue Nov 22, 2020 · 2 comments
Open

是否可训练通用模型 #10

xfby2016 opened this issue Nov 22, 2020 · 2 comments

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@xfby2016
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您好，感谢您的开源实现，我在自己的数据集上进行测试效果很好，但是有个问题，我的数据集图片可能是包含多种不同纹理背景的正样本，我发现训练单一纹理背景的数据集效果不错，但仅对该纹理背景有效，尝试将不同背景的图片一起训练却很难收敛，想请问下有没有什么方法可以训练一个通用模型，或者说可以做哪方面的优化可以将 MVTec AD 数据集里leather、wood等样本一起训练？感谢！
@plutoyuxie
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@xfby2016
Hi, 对于纹理类型数据，推荐您看看这个算法的实现https://github.com/xiahaifeng1995/PaDiM-Anomaly-Detection-Localization-master

@plutoyuxie
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@xfby2016 可以看看这个，多类别统一模型新sota：
https://github.com/zhiyuanyou/UniAD

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@xfby2016 @plutoyuxie