GAMesh: Guided and Augmented Meshing for Deep Point Networks

Modular framework for experimenting with single-view voxel reconstruction, combined with domain adaptation.

Python implementation of Single View Metrology using numpy and opencv

Code and datasets for TPAMI 2021 "SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images "

Topologically-Aware Deformation Fields for Single-View 3D Reconstruction (CVPR 2022)

Neural Reflectance Field from Shading and Shadow under a Fixed Viewpoint

A new method to preprocess ShapeNet to get minimal shift 3D ground truth; 3 Stage single-view 3D reconstruction method; Point cloud surface reconstruction without input normals.

(ECCV 2022) Code for Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency

Pixel2point in PyTorch

Metrical Monocular Photometric Tracker [ECCV2022]

Implementation of CVPR'23: Learning 3D Scene Priors with 2D Supervision

NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF

Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)

BuilDiff: 3D Building Shape Generation using Single-Image Conditional Point Cloud Diffusion Models

A diffuser implementation of Zero123. Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV23)

[AAAI 2023] Official implementation of "Occupancy Planes for Single-view RGB-D Human Reconstruction"

Exploring the types of losses and decoder functions for regressing to voxels, point clouds, and mesh representations from single view RGB input.

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.

[ICLR 2024 Spotlight] SyncDreamer: Generating Multiview-consistent Images from a Single-view Image

[CVPR 2024] Official implementation of Morphable Diffusion: 3D-Consistent Diffusion for Single-image Avatar Creation