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一些关于D设置的问题 #16

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progressforever opened this issue Dec 16, 2018 · 2 comments
Closed

一些关于D设置的问题 #16

progressforever opened this issue Dec 16, 2018 · 2 comments

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@progressforever
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progressforever commented Dec 16, 2018

您好,感谢您的开源,我有一些D设置方面的问题想问您。
首先,我观察到在训练中,您对参数的设置为640x512x128,interval=1.6。在测试中您的设置为1100x860x192,interval=0.8。而就您文中而言,您又用了1600x1184x256,interval=0.8来测试得出最终结果。在测试中不同的D(192,256)却有着同样的interval(0.8),会不会对结果造成影响呢?
其次,我想请问,D的选择和图像分辨率的大小是成一个正比的关系?如果说我在640*540的图像上用D=256.interval=0.8训练的话,是不是就不应该了。这个D的选择是您经过多次实验而得出的吗?
再次感谢您的开源~希望得到您的回复~

@YoYo000
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YoYo000 commented Dec 18, 2018

internal越小结果应该会越准确。

training我没有仔细做过比较,不过D=128也可以得到好的结果,并且速度更快需要的显存也更小。

testing的话我在supplimentary material中有对比实验。

@YoYo000
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YoYo000 commented Dec 20, 2018

Hi,

For training @shubhamag have done an interesting study (#17 (comment)) on depth sample number.

@YoYo000 YoYo000 closed this as completed Feb 1, 2019
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