Building Bridge Across the Time: Disruption and Restoration of Murals In the Wild

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Environments

We run this code on an Ubuntu 20.04.5 server equipped with an Intel(R) Xeon(R) Gold 6230R CPU and 8 Nvidia(R) RTX 3090 GPUs. And the packages can be found in the file requirements.txt.

Datasets

You can download the datasets from here (Please contract shaohuiyang21@mails.ucas.ac.cn and complete the form to acquire Ground Truth images).

• prepare the image data in datasets/dunhuang/{}/, e.g., datasets/dunhuang/train_cond/1.png

  • train_cond: damaged images (training set)

  • train_ref: ground truth (training set)

  • test_cond: damaged images (testing set)

  • test_ref: ground truth (testing set)

Bash scripts

This repository can also reproduce the results via the bash script provided:

• run train script ./train.sh

• run test script ./test.sh

Checkpoints

You can download the checkpoints from here and put it in a specific folder, then set "resume_state": "checkpoint_path" in config/test.json.