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[NeurIPS'22] MonoSDF: Exploring Monocular Geometric Cues for Neural Implicit Surface Reconstruction

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Hi , I have a custom image dataset, and run colmap to get the instrinsics and extrinsics of all the images. Then , how should I proceed to run monosdf...

hi, thanks for your great work! 1. why you use batch_size = 1 in your code, did your try to imcrease batch_size ? i got some errors when i just...

culart > Hi, the monocular depth output is small and it's in the range of 0.01 to 0.04, and the loss will be very small so we simply scale them...

Output during training: ![merge_410_6](https://github.com/autonomousvision/monosdf/assets/96896354/d5335543-80b7-4dbe-a17e-fd6069422876) ![image](https://github.com/autonomousvision/monosdf/assets/96896354/c4869bae-21a1-41cd-a5d5-559a7bda054c) The configuration I use is dtu_mlp_fullres_allviews.conf, which is a dataset around the brain without a mask image. I did not run scannet_to_monosdf.py, I changed img_res...

Sorry , I want to ask you how to get a view of mesh, like the picture like this

I was wondering why you are not directly computing the depth from the SDF (ray distances maybe?) and supervising it using the volume rendering equation?

Hi ! Thanks for the wonderful work ! I noticed that you have Figure 6 in the supplementary material discussing model performance for different input views. I want to know...

Hello, after reading the content about custom data in the .md file, I would like to confirm how to obtain all the data: 1.Firstly, download Scannet from the official website...

Hi, thanks for your great job of this work. Recently, I'm working on modifying your work. I made some changes but unexpectedly, the output file was 2 times larger than...

Hi. thanks for your great job! Recently, I tried to debug your code, but I didn't find where the tri-linear interpolation is in your code(As a beginer, it's my first...