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Search results for pytorch 3d vision
3d-vision
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pytorch
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33 search results found
Minkowskiengine
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2,297
Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors
Objectron
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1,958
Objectron is a dataset of short, object-centric video clips. In addition, the videos also contain AR session metadata including camera poses, sparse point-clouds and planes. In each video, the camera moves around and above the object and captures it from different views. Each object is annotated with a 3D bounding box. The 3D bounding box describes the object’s position, orientation, and dimensions. The dataset contains about 15K annotated video clips and 4M annotated images in the following cat
Pointcept
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777
Pointcept: a codebase for point cloud perception research. Latest works: PPT, MSC (CVPR'23), PTv2 (NeurIPS'22)
Pointnext
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703
[NeurIPS'22] PointNeXt: Revisiting PointNet++ with Improved Training and Scaling Strategies
Emoca
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554
Official repository accompanying a CVPR 2022 paper EMOCA: Emotion Driven Monocular Face Capture And Animation. EMOCA takes a single image of a face as input and produces a 3D reconstruction. EMOCA sets the new standard on reconstructing highly emotional images in-the-wild
Monoport
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444
Volumetric Human Teleportation (SIGGRAPH 2020 Real-Time Live) Monocular Real-Time Volumetric Performance Capture(ECCV 2020)
Monoloco
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338
A 3D vision library from 2D keypoints: monocular and stereo 3D detection for humans, social distancing, and body orientation.
Synergynet
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264
3DV 2021: Synergy between 3DMM and 3D Landmarks for Accurate 3D Facial Geometry
Pointtransformerv2
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248
[NeurIPS 2022] An official PyTorch implementation of PTv2 (updated in Pointcept)
3d Sdn
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246
[NeurIPS 2018] 3D-Aware Scene Manipulation via Inverse Graphics
Shapo
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141
Pytorch code for ECCV'22 paper. ShAPO: Implicit Representations for Multi-Object Shape, Appearance and Pose Optimization
Fpconv
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123
FPConv: Learning Local Flattening for Point Convolution, CVPR 2020
Dataset
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113
News: the1k dataset is ready for download.
Learningrigidity
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110
Learning Rigidity in Dynamic Scenes with a Moving Camera for 3D Motion Field Estimation (ECCV 2018)
Deeperinversecompositionalalgorithm
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107
Taking a Deeper Look at the Inverse Compositional Algorithm (CVPR 2019, Oral)
Snowflakenet
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86
(TPAMI 2022) Snowflake Point Deconvolution for Point Cloud Completion and Generation with Skip-Transformer
Calibrated Backprojection Network
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74
PyTorch Implementation of Unsupervised Depth Completion with Calibrated Backprojection Layers (ORAL, ICCV 2021)
Oakink
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69
[CVPR 2022] OakInk: A Large-scale Knowledge Repository for Understanding Hand-Object Interaction
Generative_pose
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68
Code for our ICCV 19 paper : Monocular 3D Human Pose Estimation by Generation and Ordinal Ranking
Eventpointpose
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49
[3DV 2022] Pytorch implementation for 3D Event-based Human Pose Estimation
Articulated Object Nerf
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32
Experimental repo for modelling Articulated Object Neural Radiance Field
Sifu
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32
Official repository for arXiv paper "SIFU: Side-view Conditioned Implicit Function for Real-world Usable Clothed Human Reconstruction"
Dpfm
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29
Pytorch code for "DPFM: Deep Partial Functional Maps" - 3DV 2021 (Oral)
3dvl_codebase
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29
[CVPR2022 Oral] 3DJCG: A Unified Framework for Joint Dense Captioning and Visual Grounding on 3D Point Clouds
Model Zoo
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29
Implementations of various Deep Learning models in PyTorch and TensorFlow.
Normal Assisted Stereo
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27
[CVPR 2020] Normal Assisted Stereo Depth Estimation
Oss Net
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24
Official and maintained implementation of the paper "OSS-Net: Memory Efficient High Resolution Semantic Segmentation of 3D Medical Data" [BMVC 2021].
Lsaconvmesh
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19
Official repository for the paper "Learning Local Neighboring Structure for Robust 3D Shape Representation"
Lowshot Shapebias
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13
Learning low-shot object classification with explicit shape bias learned from point clouds
Hamuco
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12
[ICCV 2023] HaMuCo: Hand Pose Estimation via Multiview Collaborative Self-Supervised Learning
3dvg Transformer
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11
[ICCV2021] 3DVG-Transformer: Relation Modeling for Visual Grounding on Point Clouds
Targeted Adversarial Perturbations Monocular Depth
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9
PyTorch implementation of Targeted Adversarial Perturbations for Monocular Depth Predictions (in NeurIPS 2020)
Stereoscopic Universal Perturbations
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9
PyTorch Implementation of Stereoscopic Universal Perturbations across Different Architectures and Datasets (CVPR 2022)
Stereopagnosia
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7
PyTorch implementation of Stereopagnosia: Fooling Stereo Networks with Adversarial Perturbations (in AAAI 2021)
3dattnvae Gan
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7
A VAE-GAN model designed for learning 3d shape from a single 2d image. Trained on ShapeNetCore Dataset
Adaframe Depth Completion
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5
PyTorch implementation of An Adaptive Framework for Learning Unsupervised Depth Completion (RAL 2021 & ICRA 2021)
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1-33 of 33 search results
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