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关于训练达不到精度的问题 #99

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CuZaoo opened this issue Mar 29, 2023 · 6 comments
Open

关于训练达不到精度的问题 #99

CuZaoo opened this issue Mar 29, 2023 · 6 comments

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@CuZaoo
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CuZaoo commented Mar 29, 2023

你好，我在clone下项目之后
在没有修改的情况下分别做了无ImageNet预训练的实验和使用ImageNet预训练的实验
在STDC1-Seg（STDC813）的训练结果并不能达到论文效果
下面是我的Tensorboard的训练结果
使用的是单GPU训练
image
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想对STDC做一些改进，但是基线结果训练不出来，现在很苦恼
期待您的回复，谢谢
@zzuilcc
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zzuilcc commented Apr 8, 2023

image
我的更低

@skybocai
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我的也是最高0.63，达不到76左右。
image

@czytp
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czytp commented Sep 3, 2023

您好，请问你现在解决这个问题了吗？

@skybocai
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skybocai commented Sep 3, 2023

现在提升到了74左右吧，主要做了一下数据增强，还有就是标签缩放时会有一些色差要处理掉

@takaniwa
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现在提升到了74左右吧，主要做了一下数据增强，还有就是标签缩放时会有一些色差要处理掉

大佬能教一下怎么做数据增强吗

@zhangzhengbin96
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能不能分享一下imagenet的预训练权重啊，我下载的权重不能使用，感谢

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6 participants
@skybocai @zhangzhengbin96 @CuZaoo @takaniwa @zzuilcc @czytp