NeRF.cpp

NeRF implementation with Siren layers in C++.

RGB	Depth Map

Requirements

• CUDA
• LibTorch
• nlohmann_json

Building and Running

Build the project with cmake.

mkdir build
cd build
cmake ..
make

Run the executable with input and output paths.

./NeRF.cpp /path/to/data/lego /path/to/output

References

• NeRF: Representing Scenes as Neural Radiance Fields for View Synthesis (Mildenhall et al., ECCV 2020)
• Implicit Neural Representations with Periodic Activation Functions (Sitzmann et al., NeurIPS 2020)
• cNeRF project by rafaelanderka.