/Structure-from-Motion-NeRF

3D reconstruction of Unity Hall at WPI, Neural Radiance Field

Primary LanguagePython

Phase 1

  1. To run the Structure from Motion script:

Run python3 Wrapper.py in the ./Code/Phase1 folder.

This will result in all resulting images given in the report in the ./Code/Phase1 folder.

Phase 2 : NeRF

Go to the ./Code/Phase2 folder Run wget http://cseweb.ucsd.edu/~viscomp/projects/LF/papers/ECCV20/nerf/tiny_nerf_data.npz to get the data file used for NeRF training. Run python3 nerf.py

This will result in the test images predicted and shown in the report.

Structure from Motion

RANSAC

4 Sets of World Points

Disambiguated Best World Points

Non-Linear Triangulation vs Linear Triangulation