3DGS Pipeline Manual
A comprehensive, bilingual (English / 日本語) manual documenting the full 3D Gaussian Splatting pipeline for time-series greenhouse crop phenotyping, developed in the Mineno Laboratory at Shizuoka University.
It walks through the complete workflow:
- Getting started — overview, requirements, quick start
- Environment setup — CUDA, Python, COLMAP, 3DGS, verification
- Data preparation — video requirements, frame extraction, directory structure
- Pipeline execution — video processing → COLMAP SfM → 3DGS training → rendering → trait extraction
- Parameters & troubleshooting — tuning, common issues, GPU/memory problems