# Early Stopping for Deep Image Prior

## Dataset

We provide you with the classic 9-image dataset under /example/data/clean. As an example, we just add high-level Gaussian noise to the images and put the noisy images to /example/data/gaussian. For other types and levels of noise, we will upload them in the future.

## Dependencies

```
conda env create -f environment.yml
conda activate early-stopping
```

## Google Colab

Google Colab contains all the dependencies our algorithms need. Thus, you are able to run our code directly on Google Colab. Moreover, we recommend you to access the dataset above via Google Drive. After uploading the dataset, you can run DIP with ES-WMV in ES-WMV.ipynb and DIP with ES-EMV in ES-EMV.ipynb, respectively.