Volumetric structures such as voxels and SDFs implemented in pytorch
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Updated
Jun 13, 2024 - Python
Volumetric structures such as voxels and SDFs implemented in pytorch
PyPEEC - 3D Quasi-Magnetostatic FFT-Accelerated PEEC Solver
AI-supported DRONE Swarms Control Room – AI/EDGEIoT-based inspection and monitoring system for Natural Environment
For scientific volumetric data visualization in Blender.
A python io to load/write/visualize vox files (MagicalVoxel's .vox format).
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.
Exploring the types of losses and decoder functions for regressing to voxels, point clouds, and mesh representations from single view RGB input.
Learning the basics of rendering with PyTorch3D, exploring 3D representations, and practicing constructing simple geometry.
VoxelPi is an open-source Python project that lets you run a VoxelSpace engine on a Raspberry Pi.
A remake of AerBlock (one of the first games I developed) with my own game engine moss.
The official implementation of "Pix2Vox: Context-aware 3D Reconstruction from Single and Multi-view Images". (Xie et al., ICCV 2019)
A Python library for making voxel and 3D mesh models from images and arrays
Implementation of "Long-Range Grouping Transformer for Multi-View 3D Reconstruction" [ICCV 2023]
Streamlit app for 3D semantic segmentation of intra-oral teeth scans with MeshSegNet
[3DV 2022] Pytorch implementation for 3D Event-based Human Pose Estimation
Pytorch3d rendering an visualization basics
Research platform for 3D object detection in PyTorch.
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