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implementation of 4K4D under the 'learning_nerf' framework

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Yujie-G/4K4D-pytorch

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Learning NeRF

This repository is initially created by Haotong Lin. Forked from LearningNeRF

TODO

  • use opengl-based renderer to implement the depth peeling
  • try other backbones of the K-plane encoder
  • use the easyvolcap to visualize the 4D volume video

4K4D Result

test on single frame

after training for 400 iterations, the result is as follows: img.png PSNR: 29.90dB

30 frames

after training for around 2k iterations, the result is as follows:

img.png

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implementation of 4K4D under the 'learning_nerf' framework

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