differentiable_volumetric_rendering VS neural-deferred-shading

Compare differentiable_volumetric_rendering vs neural-deferred-shading and see what are their differences.

differentiable_volumetric_rendering

This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations without 3D Supervision" (by autonomousvision)
implicit-representions dvr 3d-deep-learning cvpr2020 differentiable-rendering 3d-reconstruction mesh-generation novel-view-synthesis cvpr-2020
Source Code
cvlibs.net
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neural-deferred-shading

Multi-View Mesh Reconstruction with Neural Deferred Shading (CVPR 2022) (by fraunhoferhhi)
3d-reconstruction Computer Vision Deep Learning differentiable-rendering inverse-graphics neural-rendering Pytorch computer-graphics Machine Learning Optimization triangle-mesh Neural Rendering inverse-rendering
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differentiable_volumetric_rendering neural-deferred-shading
1 1
788 239
1.6% 5.4%
1.8 4.6
over 2 years ago 2 months ago
Python Python
MIT License GNU General Public License v3.0 or later
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differentiable_volumetric_rendering

Posts with mentions or reviews of differentiable_volumetric_rendering. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2022-08-18.

neural-deferred-shading

Posts with mentions or reviews of neural-deferred-shading. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing differentiable_volumetric_rendering and neural-deferred-shading you can also consider the following projects:

nvdiffrec - Official code for the CVPR 2022 (oral) paper "Extracting Triangular 3D Models, Materials, and Lighting From Images".

ECON - [CVPR'23, Highlight] ECON: Explicit Clothed humans Optimized via Normal integration

curated-list-of-awesome-3D-Morphable-Model-software-and-data - The idea of this list is to collect shared data and algorithms around 3D Morphable Models. You are invited to contribute to this list by adding a pull request. The original list arised from the Dagstuhl seminar on 3D Morphable Models https://www.dagstuhl.de/19102 in March 2019.

GAN2Shape - Code for GAN2Shape (ICLR2021 oral)

VIBE - Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"

surface_normal_uncertainty - (ICCV 2021 - oral) Estimating and Exploiting the Aleatoric Uncertainty in Surface Normal Estimation

MICA - MICA - Towards Metrical Reconstruction of Human Faces [ECCV2022]

3d-transforms - 3D Transforms is a library to easily work with 3D data and make 3D transformations. This library originally started as a few functions here and there for my own work which I then turned into a library.

2dimageto3dmodel - We evaluate our method on different datasets (including ShapeNet, CUB-200-2011, and Pascal3D+) and achieve state-of-the-art results, outperforming all the other supervised and unsupervised methods and 3D representations, all in terms of performance, accuracy, and training time.

BlenderNeRF - Easy NeRF synthetic dataset creation within Blender

differentiable_volumetric_rendering vs nvdiffrec neural-deferred-shading vs ECON differentiable_volumetric_rendering vs curated-list-of-awesome-3D-Morphable-Model-software-and-data neural-deferred-shading vs GAN2Shape differentiable_volumetric_rendering vs VIBE neural-deferred-shading vs surface_normal_uncertainty neural-deferred-shading vs MICA neural-deferred-shading vs 3d-transforms neural-deferred-shading vs 2dimageto3dmodel neural-deferred-shading vs BlenderNeRF