NeRF.cpp
NeRF implementation in C++ for 3D reconstruction and Novel View Synthesis, with siren layers.
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|---|---|
| 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.