neural-deferred-shading VS GAN2Shape

Compare neural-deferred-shading vs GAN2Shape and see what are their differences.

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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GAN2Shape

Code for GAN2Shape (ICLR2021 oral) (by XingangPan)
generative-adversarial-network Deep Learning 3d-reconstruction Gan inverse-graphics
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arxiv.org
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neural-deferred-shading GAN2Shape
1 1
239 570
5.4% -
4.6 0.0
2 months ago 10 months ago
Python Python
GNU General Public License v3.0 or later MIT License
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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.

GAN2Shape

Posts with mentions or reviews of GAN2Shape. We have used some of these posts to build our list of alternatives and similar projects.

What are some alternatives?

When comparing neural-deferred-shading and GAN2Shape you can also consider the following projects:

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

anycost-gan - [CVPR 2021] Anycost GANs for Interactive Image Synthesis and Editing

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

ALAE - [CVPR2020] Adversarial Latent Autoencoders

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

pytorch-CycleGAN-and-pix2pix - Image-to-Image Translation in PyTorch

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

neural-deferred-shading vs ECON GAN2Shape vs anycost-gan neural-deferred-shading vs surface_normal_uncertainty GAN2Shape vs ALAE neural-deferred-shading vs MICA GAN2Shape vs pytorch-CycleGAN-and-pix2pix neural-deferred-shading vs 3d-transforms neural-deferred-shading vs 2dimageto3dmodel neural-deferred-shading vs BlenderNeRF