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:
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Ray generation from camera intrinsics and poses
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Stratified sampling along rays
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A NeRF-style MLP with skip connections
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Volumetric rendering to compute pixel colors
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A full training loop to render novel views
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Trained models and data provided