XNet

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As title, why u choose to select these wavelet bases as the comparision. Thanks.

Fortuneteller6

train 2D Xnet question

2

Hello! I would like to know how your mean and std are calculated if training other datasets, because I see that in semi-supervised learning, the unlabelled and labelled files contain...

Ystartff

About train GlaS Dataset

19

I had a problem learning XNet, your great research. The GlaS dataset, a 2D image, was preprocessed using wavelet2D.py to obtain LF and HF images of [1,128,128] testers, respectively. After...

kirk0221

About test threshold

1

Thanks to the authors for their work! May I ask how much you set the threshold in parser.add_argument('--threshold', default=None) during testing to achieve the best result? I changed None to...

QuintinDong

About test_xnet3d.py evaluation metrics

1

Excuse the author, I browsed your test_xnet3d.py,but didn't find where your evaluation metrics (dice,jaccard,hd,asd) are calculated? I would be grateful for your answer!

QuintinDong

About mask input

1

作者您好！请问mask的输出应该是什么样的？也就是在dataset_2d.py中180行左右的： augment_1 = self.augmentation_1(image=img_1, image2=img_2, mask=mask) img_1 = augment_1['image'] img_2 = augment_1['image2'] mask = augment_1['mask'] normalize_1 = self.normalize_1(image=img_1, mask=mask) img_1 = normalize_1['image'] mask = normalize_1['mask'] mask = mask.long() ..... sampel...

sleepy1231

About data preprocess and final predict

4

你好，作者大大！看完你们的工作，我大受启发。但我有几个疑惑的小问题。 第一个问题是我看到您在处理数据的时候使用的是离线的方式，为什么小波变换不做成在线的数据增强呢？是io方面的顾虑嘛？ 第二个问题是normalization的时候，针对每个数据集都有一个不同的mean和std，我想请问一下这个数值的计算方式是怎么做的呢？如果只用自然图像ImageNet的mean和std会有很大影响嘛？ 第三个问题是如果我使用这个模型去做测试的话，既然是离线的方式把数据转换为小波变换后的图像，那我要在把RGB原始图像送入模型之前还要多一步离线处理嘛？ 期待您的答复，祝您科研顺利！

Jonydom

Wavelet transform results in image sizes that are not powers of two.

1

Thanks for your work! I have a question when I reproduce your network. When I used 'haar' wavlet basis to process 512*512 images, I got 256*256 outputs. But using other...

bdne

guspan-tanadi

Wavelet transform

3

HI! Congratulations on your successful submission,I checked your xnet.py and found that there are no wavelets in it, but I found that they are provided in your wavelet2D.py, is your...

Ystartff