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16 search results found

Pytorch3d ⭐ 8,011

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

Point2mesh ⭐ 408

Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]

Meshnet ⭐ 326

MeshNet: Mesh Neural Network for 3D Shape Representation (AAAI 2019)

3d Coded ⭐ 280

Pytorch Implementation for the project : `3D-CODED` and `Learning Elementary Structure`

Multi-view CNN (MVCNN) for shape recognition

Deep_marching_cubes ⭐ 228

Code for "Deep Marching Cubes: Learning Explicit Surface Representations", CVPR 2018

2dimageto3dmodel ⭐ 190

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.

Tridepth ⭐ 74

TriDepth: Triangular Patch-based Deep Depth Prediction [Kaneko+, ICCVW2019(oral)]

Deep_learning_topology_opt ⭐ 72

Code for paper "Self-Directed Online Machine Learning for Topology Optimization"

DDSL: Deep Differential Simplex Layer for Neural Networks

3d_model_retriever ⭐ 29

Experimenting with a newly published deep learning paper and how it can be used for content-based 3D model retrieval. (info retrieval for CAD)

Geometric Textures ⭐ 20

This is the rep of 'End-to-end Hand Mesh Recovery from a Monocular RGB Image'

Mesh Attack ⭐ 16

our code for paper '3D Adversarial Attacks Beyond Point Cloud '

Geometry_processing ⭐ 15

3D object recognition using multiview CNNs

This repository contains the code for the paper "Deep Mesh Reconstruction from Single RGB Images ".

Points2mesh ⭐ 12

✈️ Deep neural network learning to transform point clouds to their corresponding mesh

Dpf Nets ⭐ 11

Flow-based generative model for 3D point clouds.

Generation3d ⭐ 11

3D Shape Generation Baselines in PyTorch.

Survey_3d_dl ⭐ 8

A survey on 3D Deep Learning

Tf_mesh_renderer ⭐ 7

TF Mesh Renderer

Computer_vision_with_3d_mesh ⭐ 7

This is summer research project for using deep learning techniques to study 3D-mesh object

Deepshape ⭐ 7

Deep learning on 3d meshes via model simplification

Cloud_table ⭐ 5

3D generative design with deep learning

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