neural-deferred-shading VS 2dimageto3dmodel

Compare neural-deferred-shading vs 2dimageto3dmodel 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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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. (by NikolaZubic)
3d-computer-graphics 3d-reconstruction pose-prediction single-view-reconstruction Computer Vision computer-graphics kaolin Pytorch Deep Learning neural-networks loss-functions Rendering Gan shapenet shapenet-dataset cub-dataset pascal3d Mesh Voxel point-cloud
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neural-deferred-shading 2dimageto3dmodel
1 1
239 266
5.4% -
4.6 3.7
2 months ago 2 months ago
Python Python
GNU General Public License v3.0 or later -
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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.

2dimageto3dmodel

Posts with mentions or reviews of 2dimageto3dmodel. We have used some of these posts to build our list of alternatives and similar projects. The last one was on 2023-02-06.
  • What's the best software for making an interactable 3D app?
    2 projects | /r/Unity3D | 6 Feb 2023
    As for the app, I feel like I have a really good and unique idea so I don't want to explain it very thoroughly, but essentially I want it to be available on my website and on the app store. Ideally, I want it to scale up and become something big, I feel the scalability for the idea is pretty good so I would hope it doesn't stay a small project. Another specificity that I feel is important is that I want to take a series of 2D images and turn it into a 3D model that can then be manipulated and deformed. There are libraries on GitHub for predictively turning a 2D image into a 3D render like here. I have a hunch this would be incredibly difficult and time-consuming to turn into an app, but I wonder if something like this could even be implemented in unity. I haven't used much GitHub really at all though, and I'm not even sure whether or not I could use someone's code like this on an app and then profit off of it legally, I'm just trying to understand all of this.

What are some alternatives?

When comparing neural-deferred-shading and 2dimageto3dmodel you can also consider the following projects:

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

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

GAN2Shape - Code for GAN2Shape (ICLR2021 oral)

pix2pixHD - Synthesizing and manipulating 2048x1024 images with conditional GANs

Pix2Vox - The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (Xie et al., ICCV 2019)

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

3D-Machine-Learning - A resource repository for 3D machine learning

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.

APDrawingGAN - Code for APDrawingGAN: Generating Artistic Portrait Drawings from Face Photos with Hierarchical GANs (CVPR 2019 Oral)

BlenderNeRF - Easy NeRF synthetic dataset creation within Blender

polygonjs - node-based WebGL design tool

neural-deferred-shading vs ECON 2dimageto3dmodel vs surface_normal_uncertainty neural-deferred-shading vs GAN2Shape 2dimageto3dmodel vs pix2pixHD neural-deferred-shading vs surface_normal_uncertainty 2dimageto3dmodel vs Pix2Vox neural-deferred-shading vs MICA 2dimageto3dmodel vs 3D-Machine-Learning neural-deferred-shading vs 3d-transforms 2dimageto3dmodel vs APDrawingGAN neural-deferred-shading vs BlenderNeRF 2dimageto3dmodel vs polygonjs