Dongjin Kim*, Donggoo Jung*, Sungyong Baik, Tae Hyun Kim
*Equal Contribution
Camera / ISO | Clean | Noisy | Sampled Noisy |
---|---|---|---|
Samsung Galaxy S6 Edge / 03200 | 0032-0023.mp4 |
||
Google Pixel / 06400 | 0018-0017.mp4 |
# Clone this repo
git clone https://github.com/dongjinkim9/NAFlow.git
cd NAFlow
# Create and activate conda environment
conda env create -f environments.yaml
conda activate naflow
Model | Training Instructions | Testing Instructions |
---|---|---|
NAFlow | Link | Link |
Denoising Networks | - | Link |
If you find our work useful in your research, please consider citing our paper:
@article{kim2023srgb,
title={sRGB Real Noise Modeling via Noise-Aware Sampling with Normalizing Flows},
author={Kim, Dongjin and Jung, Donggoo and Baik, Sungyong and Kim, Tae Hyun},
booktitle={ICLR},
year={2023}
}
The codes are based on DeFlow. We thank the authors for sharing their codes.