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nmhkahn authored Aug 22, 2022
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Expand Up @@ -19,7 +19,7 @@ pip3 install -r requirements.txt

### 1. Quick Start (Demo)
You can test our models with any images. Place images in `./input` directory and run the below script.<br>
Before executing the script, please download the pretrained model on [CutBlur_model](https://drive.google.com/open?id=1yMnIaNJX2eAhDNbTHhxAptm1dpSng2oR) and change the `--model` and `--pretrain` arguments appropriately.
Before executing the script, please download the pretrained model on [CutBlur_model](https://drive.google.com/file/d/11lMnMsPv3uZHcKMOw7GAXsyi2suBCkUu/view?usp=sharing) and change the `--model` and `--pretrain` arguments appropriately.

```shell
python inference.py \
Expand All @@ -37,13 +37,13 @@ We use the [DIV2K](https://data.vision.ee.ethz.ch/cvl/DIV2K/) dataset to train t
**Important:** For the DIV2K dataset only, all the train and valid images should be placed in the `DIV2K_train_HR` and `DIV2K_train_LR_bicubic` directories (We parse train and valid images using `--div2k_range` argument).

#### SR Benchmark
For the benchmark dataset used in the paper (Set14, Urban100, and manga109), we provide original images on [here](https://drive.google.com/open?id=1b6vhLVjdQFVDMVCokfI1hmlwA_MVktu4).
For the benchmark dataset used in the paper (Set14, Urban100, and manga109), we provide original images on [here](https://drive.google.com/file/d/11lMnMsPv3uZHcKMOw7GAXsyi2suBCkUu/view?usp=sharing).

#### RealSR
We use the [RealSR](https://github.com/csjcai/RealSR) dataset (version 1). In the paper, we utilized both Canon and Nikon images for train and test.

### 3. Evaluate Pre-trained Models
For the folks who want to compare our result, we provide [our result](https://drive.google.com/open?id=1gGZuDfMJvD3ZUJSsQYVXREtLe_pUidms) generated on the RealSR and SR benchmark dataset.
For the folks who want to compare our result, we provide [our result](https://drive.google.com/file/d/11lMnMsPv3uZHcKMOw7GAXsyi2suBCkUu/view?usp=sharing) generated on the RealSR and SR benchmark dataset.

We present an example script to evaluate the pretrained model below:

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