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Top 10 3dvision open source projects

[ICCV 2021 Oral] NerfingMVS: Guided Optimization of Neural Radiance Fields for Indoor Multi-view Stereo

✭ 253

python shell computer-vision deep-learning multi-view-stereo 3d-reconstruction 3dvision neural-radiance-fields

[ICCV'21] PlaneTR: Structure-Guided Transformers for 3D Plane Recovery

✭ 58

python shell deep-learning structure 3dvision iccv2021

[ICCV 2021 Oral] PoinTr: Diverse Point Cloud Completion with Geometry-Aware Transformers

✭ 260

python Cuda C++shell computer-vision deep-learning 3dvision pointcloud-completion vision-transformers iccv2021

OverlapPredator

[CVPR 2021, Oral] PREDATOR: Registration of 3D Point Clouds with Low Overlap.

✭ 293

python C++point-cloud transformer registration attention-mechanism 3dvision

Official repository for the ShapeFormer Project

✭ 97

python shell Jupyter Notebook Dockerfile generative-model representation-learning 3d-reconstruction shape-completion 3dvision

3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry

✭ 179

Jupyter Notebook python deep-neural-networks computer-vision computer-graphics pytorch 3d head-pose-estimation 3d-face-alignment facial-landmarks 2d-3d 3d-face-reconstruction facial-keypoints 3dvision 3dv2021

3D-Object-Reconstrution

A curated list of awesome Single-view 3D Object Reconstruction papers & resources

✭ 75

deep-learning neural-networks reconstruction 3d 3dvision

Mix3D: Out-of-Context Data Augmentation for 3D Scenes (3DV 2021 Oral)

✭ 183

python shell point-cloud semantic-segmentation 3d augmentation 3dvision

Scene-Recognition-in-3D

[IROS, 2020] Indoor Scene Recognition in 3D

✭ 49

python Jupyter Notebook Cuda C++objective c computer-vision scene-recognition sparse-convolution 3dvision

(TPAMI 2022) Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer

✭ 74

python Cuda C++c deep-learning transformers pytorch 3dvision point-cloud-completion iccv2021 tpami2022

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