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This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision"

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Thank you for your great working. I get this error messge when i run setup.py ``` running build_ext building 'im2mesh.utils.libkdtree.pykdtree.kdtree' extension Emitting ninja build file /home/hongza/lab/differentiable_volumetric_rendering/build/temp.linux-x86_64-3.8/build.ninja... Compiling objects... Allowing ninja...

I am trying to create custom datasets for training. I have a depth map, image, masks, and their corresponding 3d model. I do not know how to create cameras.npz (world_mat,...

![image](https://user-images.githubusercontent.com/69957687/172608921-a4470028-9e87-4428-b5f5-c10541993972.png) Hello! I wonderded this equation when I read this. According to the multivariate chain rule, should it be this: ![XL$EWNKE2`{F6JUD`Z3BG~D](https://user-images.githubusercontent.com/69957687/172609674-e0d24225-a4a1-4c7f-bc73-348abfbbb31e.jpg) And if so, how do you derive this section:...

Hi, I see that in your code, you get ray_vector by subtracting the camera origin (camera_world) from the pixel (p_world) `ray_vector = camera_world - p_world.` I'm wondering if this ray_vector...

It seems that shapnet is trained with multi-view supervision and test with single-view. Can I test shapenet data with multi-view?

Hello, Is there someone have download the dataset and upload the dataset to Baidu or google cloud disk, it is hard for me to download the dataset, Is there someone...

hello, Is there someone could make a clearly introduction about the check_ray_intersection_with_unit_cube function in img2mesh/common.py, I can't understand what the code mean.thank you.

hello, I want to try you approach with my own data, I have rgb and calibrated depth camera, could you give me some advice on how to create data like...

hello, Could you make a clear introduction of how to calculate the freespace and occupy points, I find the code is hard for me to understand. Besides what does the...

Hello, I am very interested in your work, I would like to get a saved GIF image from the generated ply file for easy display, how do you do that?...