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Curated List Of Awesome 3d Morphable Model Software And Data ⭐ 664

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.

Scenedreamer ⭐ 490

[TPAMI 2023] SceneDreamer: Unbounded 3D Scene Generation from 2D Image Collections

Papers In 100 Lines Of Code ⭐ 395

Implementation of papers in 100 lines of code.

Ml Gmpi ⭐ 296

Official PyTorch implementation of GMPI (ECCV 2022, Oral Presentation)

Grabnet ⭐ 150

GrabNet: A Generative model to generate realistic 3D hands grasping unseen objects (ECCV2020)

Generative 3d Part Assembly ⭐ 125

Generative 3D Part Assembly via Dynamic Graph Learning, NeurIPS 2020

Synthesize3dviadepthorsil ⭐ 121

[CVPR 2017] Generation and reconstruction of 3D shapes via modeling multi-view depth maps or silhouettes

Voxel Dcgan ⭐ 105

A deep generative model of 3D volumetric shapes

3d Fcr Alphagan ⭐ 83

Fully Convolutional Refined Auto Encoding Generative Adversarial Networks for 3D Multi Object Scenes

CSGNet: Neural Shape parser for Constructive Solid Geometry

This repo contains the python code as well as the webpage html files for the Vox-E project from VAILab at TAU.

Behind the Curtain: Learning Occluded Shapes for 3D Object Detection

Primdiffusion ⭐ 32

[NeurIPS 2023] PrimDiffusion: Volumetric Primitives Diffusion for 3D Human Generation

The implementation of "Learning a Hierarchical Latent-Variable Model of 3D Shapes" [3DV 2018].

[ICML 2023] Official PyTorch Implementation of "Hierarchical Neural Coding for Controllable CAD Model Generation".

Object Intrinsics ⭐ 23

(CVPR 2023) Seeing a Rose in Five Thousand Ways

Global-to-Local Generative Model for 3D Shapes

3dcsgnet ⭐ 17

CSGNet for voxel based input

Controllable_image_synthesis ⭐ 13

Towards Unsupervised Learning of Generative Models for 3D Controllable Image Synthesis, CVPR 2020

3dcosmogan ⭐ 10

Theiaengine ⭐ 7

All in one API to serve all Vision AI task

3d Vq Vae 2 ⭐ 7

3D VQ-VAE-2 for high-resolution CT scan synthesis

3d_conceptal_design_using_deep_learning ⭐ 6

Sold in Amazon as Textbook 🔛 Springer Lecture Note Series "Advances in Computer Science" 🔛 2019 IEEE Computer Vision Conference

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