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3d_deep_learning
A curated list of awesome neural radiance fields papers
A PyTorch implementation of NeRF (Neural Radiance Fields) that reproduces the results.
Code release for NeRF (Neural Radiance Fields)
Deformation-Aware 3D Model Embedding and Retrieval, ECCV 2020
[CVPR'22] NICE-SLAM: Neural Implicit Scalable Encoding for SLAM
pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.00593
Official implementation of CVPR2020 paper "VIBE: Video Inference for Human Body Pose and Shape Estimation"
Instant neural graphics primitives: lightning fast NeRF and more
[CVPR'20] Fast-MVSNet: Sparse-to-Dense Multi-View Stereo With Learned Propagation and Gauss-Newton Refinement
[CoRL 21'] TANDEM: Tracking and Dense Mapping in Real-time using Deep Multi-view Stereo
Spatial Temporal Graph Convolutional Networks (ST-GCN) for Skeleton-Based Action Recognition in PyTorch
A toolbox for skeleton-based action recognition.
Pixel-Perfect Structure-from-Motion with Featuremetric Refinement (ICCV 2021, Best Student Paper Award)
Official implementation for the CVPR2023 paper: "GFPose: Learning 3D Human Pose Prior with Gradient Fields"
A toolbox for mapping and localization with line features.
[CVPR 2023] Learning Locally Editable Virtual Humans
[CVPR 2023] BundleSDF: Neural 6-DoF Tracking and 3D Reconstruction of Unknown Objects
Code for "SMAP: Single-Shot Multi-Person Absolute 3D Pose Estimation" (ECCV 2020)
Code repository for the paper "On the Benefits of 3D Pose and Tracking for Human Action Recognition", (CVPR 2023)
Tutorial for video classification/ action recognition using 3D CNN/ CNN+RNN on UCF101