Mesh_To_EllipsoidSDF

Installation

Create the conda environment:

conda env create -f environment.yml

Activate the environment:

conda activate ellipsoid-fit

Usage

Interactive fitting tool:

python main.py

SDF method comparison:

python benchmark_sdf.py

Systematic SDF benchmark across varying aspect ratios:

python systematic_benchmark.py --plot

Project Structure

The core optimization logic is implemented with the NVIDIA Warp framework and located in optimization.py. The implementation of different ellipsoid SDF approcimations can be found in sdf_methods.py.