NERF Modeling Project -

2dfittingScene fits a 2D image using an MLP that maps (x, y) coordinates to RGB values, with positional encoding at 0, 2, and 6 frequencies.

NERF reconstructs a 3D scene from multi-view images using:

• Ray generation from camera intrinsics and poses

• Stratified sampling along rays

• A NeRF-style MLP with skip connections

• Volumetric rendering to compute pixel colors

• A full training loop to render novel views

• Trained models and data provided