/simple-nerf-rust

A simplified version of NeRF written in Rust

Primary LanguageRustMIT LicenseMIT

simple-nerf-rust

A simple implementation of NeRF in Rust

Features

  • Being simple as a pure Rust library
  • Providing an example of execution

Run the Experiment

cargo r -r --example experiment

The Output

  1. evaluation-output.json

  2. collage.png

  3. Terminal logs:

    Trained on 85 items ┃ 10000 steps ┃ 0.9 steps/s ┃ 03:13:14                                         
Testing on 21 items
Item 000 ┃ PSNR = 24.87 dB
Item 001 ┃ PSNR = 19.66 dB
Item 002 ┃ PSNR = 20.36 dB
Item 003 ┃ PSNR = 20.55 dB
Item 004 ┃ PSNR = 20.92 dB
Item 005 ┃ PSNR = 22.77 dB
Item 006 ┃ PSNR = 20.97 dB
Item 007 ┃ PSNR = 19.82 dB
Item 008 ┃ PSNR = 21.33 dB
Item 009 ┃ PSNR = 22.95 dB
Item 010 ┃ PSNR = 17.53 dB
Item 011 ┃ PSNR = 23.05 dB
Item 012 ┃ PSNR = 23.70 dB
Item 013 ┃ PSNR = 20.59 dB
Item 014 ┃ PSNR = 19.67 dB
Item 015 ┃ PSNR = 21.10 dB
Item 016 ┃ PSNR = 20.07 dB
Item 017 ┃ PSNR = 23.42 dB
Item 018 ┃ PSNR = 20.06 dB
Item 019 ┃ PSNR = 25.89 dB
Item 020 ┃ PSNR = 20.24 dB
Rendering time ┃ 0.131 sec ┃ 160.61 FPS
Collage is saved at "artifacts/experiment/collage.png"

License

Credits