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BTD-RF

This repository is an implementation for the paper: BTD-RF: 3D Scene Reconstruction Using Block-Term Tensor Decomposition.
The further cleaning up of our README page is processing.

model_architecture

Installation

Tested on Ubuntu 20.04 and Ubuntu 22.04 with Pytorch 1.13.1

Install environment:

conda create -n BTD-RF python=3.8
conda activate BTD-RF
pip install torch torchvision
pip install tqdm scikit-image opencv-python configargparse lpips imageio-ffmpeg kornia lpips tensorboard einops

Training

You can train BTD-RF using the script train.py

python train.py --config configs/lego.txt

Citation

@misc{kim2024btdrf,
  author = {Seon Bin Kim and Sangwon Kim and Dasom Ahn and Byoung Chul Ko},
  title = {BTD-RF: 3D Scene Reconstruction Using Block-Term Tensor Decomposition},
  year = {2024}
}

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