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关于VGG16作为backbone训练的问题 #83

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linghao-yu opened this issue Dec 2, 2021 · 0 comments
Open

关于VGG16作为backbone训练的问题 #83

linghao-yu opened this issue Dec 2, 2021 · 0 comments

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@linghao-yu
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linghao-yu commented Dec 2, 2021

作者您好,我拜读并且研究了您的文章和代码,有个问题想请教一下:
我在您提供的代码上训练了以resnet50作为backbone的网络模型,结果与您文章上的结果基本一致。由于文章中没有提供VGG16作为backbone进行训练除学习率外所需要的其他参数,我仅仅只改变了学习率为1e-4后执行 python main.py --arch vgg --train_root ./data/DUTS/DUTS-TR --train_list ./data/DUTS/DUTS-TR/train_pair.lst 进行训练后在DUTS-TE测试的效果为mae : 0.0467,与您文章中的效果差距很大,想请教一下您是否知道可能在哪个环节出现了问题。
希望您能帮忙解惑,万分感谢!

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