Modular framework for experimenting with single-view voxel reconstruction, combined with domain adaptation.
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Updated
Aug 18, 2021 - Jupyter Notebook
Modular framework for experimenting with single-view voxel reconstruction, combined with domain adaptation.
Exploring the types of losses and decoder functions for regressing to voxels, point clouds, and mesh representations from single view RGB input.
Pixel2point in PyTorch
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.
Python implementation of Single View Metrology using numpy and opencv
GAMesh: Guided and Augmented Meshing for Deep Point Networks
BuilDiff: 3D Building Shape Generation using Single-Image Conditional Point Cloud Diffusion Models
[AAAI 2023] Official implementation of "Occupancy Planes for Single-view RGB-D Human Reconstruction"
NU-MCC: Multiview Compressive Coding with Neighborhood Decoder and Repulsive UDF
Neural Reflectance Field from Shading and Shadow under a Fixed Viewpoint
Code and datasets for TPAMI 2021 "SkeletonNet: A Topology-Preserving Solution for Learning Mesh Reconstruction of Object Surfaces from RGB Images "
[CVPR 2024] EpiDiff: Enhancing Multi-View Synthesis via Localized Epipolar-Constrained Diffusion
Implementation of CVPR'23: Learning 3D Scene Priors with 2D Supervision
Topologically-Aware Deformation Fields for Single-View 3D Reconstruction (CVPR 2022)
A diffuser implementation of Zero123. Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV23)
(ECCV 2022) Code for Share With Thy Neighbors: Single-View Reconstruction by Cross-Instance Consistency
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.
Metrical Monocular Photometric Tracker [ECCV2022]
[ICLR 2024 Spotlight] SyncDreamer: Generating Multiview-consistent Images from a Single-view Image
Zero-1-to-3: Zero-shot One Image to 3D Object (ICCV 2023)
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