pascal3d

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NikolaZubic /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.

computer-vision deep-learning rendering computer-graphics voxel point-cloud pytorch mesh gan neural-networks shapenet 3d-reconstruction loss-functions shapenet-dataset cub-dataset pascal3d pose-prediction 3d-computer-graphics single-view-reconstruction kaolin

UpdatedMar 4, 2024
Python

YoungXIAO13 /PoseFromShape

Star169

(BMVC 2019) PyTorch implementation of Paper "Pose from Shape: Deep Pose Estimation for Arbitrary 3D Objects"

pose-estimation pascal3d objectnet3d pix3d arbitrary-3d-objects

UpdatedMay 21, 2021
Python

ndrplz /semiparametric

Star49

[TPAMI 2020] Generating Novel Views of Vehicles via Semi-parametric Guidance. A semi-parametric approach for synthesizing novel views of a rigid object from a single monocular image.

machine-learning computer-vision deep-learning convolutional-neural-networks semi-parametric image-synthesis semi-parametric-learning pascal3d novel-viewpoint-synthesis