chamfer-distance 开源项目推荐（11 个）

fwilliams /point-cloud-utils

An easy-to-use Python library for processing and manipulating 3D point clouds and meshes.

chrdiller /pyTorchChamferDistance

Implementation of the Chamfer Distance as a module for pyTorch

UM-ARM-Lab /pytorch_volumetric

Volumetric structures such as voxels and SDFs implemented in pytorch

otaheri /chamfer_distance

Implementation of the Chamfer Distance as a module for PyTorch

cs674 /pytorch-DISN

Pytorch Implementation of DISN: Deep Implicit Surface Network for High-quality Single-view 3D Reconstruction (Xu et al., 2019)

justanhduc /stack-chamfer

A generalized Chamfer distance implementation in CUDA/Pytorch

smrfeld /chamfer-viz

Visualization of Chamfer distance between point clouds using Dash app

gmendozaveirana /Plant_skeletonization_demo

Demo Parametrization of a plant skeleton using inverse modeling given point cloud scan

sereinnel /Generative-Chair-Design

Exploratory PointNet-VAE for 3D chair point-cloud generation, Chamfer evaluation, and Poisson surface reconstruction

owl-d /PointCloud-Evaluation

Evaluate similarity between two point clouds : Chamfer distance, RMSE, F-score, Hausdorff

lianeheidemann /mesh-comparison

Pipeline em Python para comparar uma malha 3D de referência com uma reconstruída: alinhamento ICP, Chamfer/Hausdorff, RMSE, mapas de calor e métricas perceptuais (PSNR, SSIM, LPIPS).