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PyTorch3D is FAIR's library of reusable components for deep learning with 3D data

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## 🚀 Feature Compatibility with calculation of higher derivatives (second or higher). Currently several functions are @once_differentiable ## Motivation Second derivatives would allow the use of optimisers that require curvature...

enhancement

It seems that pytorch3D only support the rasterized renderer. Will it support the ray-tracing method in the future version?

enhancement

## 🚀 Feature Currently PyTorch3D supports basic shading methods (Phong, Gouraud etc). Although it mainly focuses on Rasterization scheme, there is still room for more realistic and PBR-inspired shading models....

enhancement

Hi, thank you for this amazing work! I've been running into some issues with pulsar rendering, and would appreciate your help. I am loading some parameters from calibrated cameras into...

If you do not know the root cause of the problem / bug, and wish someone to help you, please post according to this template: ## 🐛 Bugs / Unexpected...

## 🚀 Feature Support bounding volume hierarchy (BVH) for distance computation ## Motivation Minimal distance computation is important for 3D vision and graphics tasks, e.g. signed distance field computation, soft...

## 🐛 Unexpected behaviors When I wanted to calculate the distance from points to SMPL mesh, I found that the result is almost wrong, far from the result calculated by...

If you do not know the root cause of the problem / bug, and wish someone to help you, please post according to this template: ## 🐛 Bugs / Unexpected...

Hello, I need to install Pytorch3d using Windows 10 as SO. My environment is: Python 3.7 Pytorch 1.10.2 CUDA toolkit 10.2 CUB 1.10.0 I clone the repository and then execute:...

Hi community, I ran into errors with the installation of pytorch3D on windows. ### environment python 3.9.12 Cuda 11.3 PyTorch 1.12.1, 1.12.0, 1.11.0 (all failed) Microsoft Visual Studio 2019 ----...

installation