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The code and the DIW dataset for "Learning From Documents in the Wild to Improve Document Unwarping" (SIGGRAPH 2022)

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Have you ever tried to train Tnet only using real data(using unsupervised training)? I am curious if it is possible to converge. Thanks

I'm trying to implement joint training of PaperEdge. Although PaperEdge's Supplementary Material mentions joint training did get further improvement, in my opinion, end-to-end training is more practical from a practical...

Hello, thank you for contributing such an excellent work. Excuse me, I have already applied for a username and password of doc3d dataset. I tried to download the doc3d dataset,...

i'm new to deep learning and recently i become recently interested in paper dewarping. i've read some papers from your lab. i'm eager to test your amazing work on my...

您好,能问一下文档bgtex.txt中的图片对应的是什么数据集吗? /nfs/bigretina/kema/data/dtd/images/perforated/perforated_0103.jpg /nfs/bigretina/kema/data/dtd/images/perforated/perforated_0089.jpg /nfs/bigretina/kema/data/dtd/images/perforated/perforated_0015.jpg /nfs/bigretina/kema/data/dtd/images/perforated/perforated_0069.jpg /nfs/bigretina/kema/data/dtd/images/perforated/perforated_0144.jpg 有关于这部分数据的链接吗?

I wonder if you can provide Enet and Tnet trained only on the Doc3D dataset? I want to conduct a comparative experiment with my model.

Hi, May I ask how do you implement the Enet (Doc3D + DIW) + Tnet (Doc3D + DIW) pipeline with the training functions? I already run through the training model...

usage: train.py [-h] --config CONFIG train.py: error: the following arguments are required: --config Hello, I am a student who has just started self-study. This problem has troubled me for a...

In the function `train_L_step_w`, line 192, in `train.py`, we the gradients of loss are firstly propagated to NetL with Doc3D data set. Then in the gradients are propagated to NetL...

before this, i've asked you about how to run the eval.py . now i want to run the training script with only DIW dataset, but there us something wrong. here...