autonomousvision / occupancy_networks
This repository contains the code for the paper "Occupancy Networks - Learning 3D Reconstruction in Function Space"
☆1,509Updated last year
Related projects: ⓘ
- [ECCV'20] Convolutional Occupancy Networks☆831Updated last year
- Learning Continuous Signed Distance Functions for Shape Representation☆1,378Updated 2 years ago
- A list of recent papers, libraries and datasets about 3D shape/scene analysis (by topics, updating).☆943Updated 9 months ago
- An extension of Open3D to address 3D Machine Learning tasks☆1,814Updated last month
- ☆1,778Updated 4 months ago
- Pytorch framework for doing deep learning on point clouds.☆2,460Updated last month
- Deep Hough Voting for 3D Object Detection in Point Clouds☆1,685Updated 2 years ago
- 🔥[IEEE TPAMI 2020] Deep Learning for 3D Point Clouds: A Survey☆1,551Updated 3 years ago
- Python code to fuse multiple RGB-D images into a TSDF voxel volume.☆1,221Updated last year
- pytorch implementation for "PointNet: Deep Learning on Point Sets for 3D Classification and Segmentation" https://arxiv.org/abs/1612.005…☆2,110Updated last year
- PyTorch implementation of Pointnet2/Pointnet++☆1,487Updated 6 months ago
- An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.☆1,297Updated last week
- MVSNet (ECCV2018) & R-MVSNet (CVPR2019)☆1,381Updated 3 years ago
- This is a complete package of recent deep learning methods for 3D point clouds in pytorch (with pretrained models).☆700Updated last month
- Minkowski Engine is an auto-diff neural network library for high-dimensional sparse tensors☆2,432Updated 6 months ago
- Reconstruct Watertight Meshes from Point Clouds [SIGGRAPH 2020]☆1,075Updated 10 months ago
- PointFlow : 3D Point Cloud Generation with Continuous Normalizing Flows☆720Updated last month
- This repository contains the code for the CVPR 2020 paper "Differentiable Volumetric Rendering: Learning Implicit 3D Representations wit…☆798Updated 2 years ago
- Project page of paper "Soft Rasterizer: A Differentiable Renderer for Image-based 3D Reasoning"☆1,223Updated 2 years ago
- A list of papers and datasets about point cloud analysis (processing) since 2017. Update every day!☆1,499Updated 5 months ago
- Point-NeRF: Point-based Neural Radiance Fields☆1,086Updated 6 months ago
- Pointcept: a codebase for point cloud perception research. Latest works: PTv3 (CVPR'24 Oral), PPT (CVPR'24), OA-CNNs (CVPR'24), MSC (CVPR…☆1,488Updated last week
- 🔥RandLA-Net in Tensorflow (CVPR 2020, Oral & IEEE TPAMI 2021)☆1,291Updated last year
- PointRCNN: 3D Object Proposal Generation and Detection from Point Cloud, CVPR 2019.☆1,712Updated 2 years ago
- [NeurIPS 2019, Spotlight] Point-Voxel CNN for Efficient 3D Deep Learning☆636Updated 2 years ago
- The Replica Dataset v1 as published in https://arxiv.org/abs/1906.05797 .☆974Updated last month
- Kernel Point Convolution implemented in PyTorch☆762Updated last month
- PointNet++: Deep Hierarchical Feature Learning on Point Sets in a Metric Space☆3,065Updated 2 years ago
- Autoencoder for Point Clouds☆411Updated 11 months ago
- Scripts for batch rendering models using Blender. Tested with models from stanfords shapenet library.☆484Updated 2 years ago