NeRF - Neural Radiance Fields

MATLAB® implementation of optimizing a neural representation for a single scene called NeRF and rendering new views.

Quick demo

1. Open nerf.prj on MATLAB.

2. Run NeRF_Tutorial.mlx to learn how a NeRF pretrained model works.

   >> edit NeRF_Tutorial.mlx

Training

1. Open nerf.prj on MATLAB.

2. Run NeRF_CameraPoseEstimationUsingAprilTag.mlx to perform camera calibration and pose estimation.

   >> edit NeRF_CameraPoseEstimationUsingAprilTag.mlx

3. Run NeRF_Training_Example.mlx to train neural radiance field.

   >> edit edit NeRF_Training_Example.mlx

MathWorks® Products

Requires MATLAB release R2023a or newer

• MATLAB
• Deep Learning Toolbox™
• Image Processing Toolbox™
• Computer Vision Toolbox™
• Lidar Toolbox™
• Parallel Computing Toolbox™
• Simulink® 3D Animation™
• Robotics System Toolbox™ (Optional)

License

The license is available in the License.txt file in this GitHub repository.

Community Support

MATLAB Central

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