license:mit region:us
---
license: mit
---
# Dataset README

## Dataset Structure

The dataset is organized into the following directory structure:

<pre>
sony_IMX678_20240111/
│
├── RAW/
│   ├── gt/
│   │   └── Scene_Gain_Exposure_gt.npy
│   ├── noisy/
│   │   └── Scene_Gain_Exposure_noisy.npy
│
├── RGB/
│   ├── gt/
│   │   └── Scene_Gain_Exposure_gt.png
│   ├── noisy/
│   │   └── Scene_Gain_Exposure_noisy.png
</pre>

### Description

- **RAW Folder**: Contains the raw data files.
  - `gt/`: Ground truth data in `.npy` format.
  - `noisy/`: Noisy data in `.npy` format.
- **RGB Folder**: Contains RGB images for visualization purposes.
  - `gt/`: Ground truth images in `.png` format.
  - `noisy/`: Noisy images in `.png` format.

### Image Sensor Details

- **Sensor**: Sony IMX678
- **Aperture**: f/1.65
- **Field of View (FOV)**: 109°
- **Exposure**: 1/30

## Data Loading

To load the dataset, use the provided `dataloader_raw.py` script. Below is an example of how to use the script:

```python
# Example usage of dataloader_raw.py
gt_path = "your_path/sony_IMX678_20240111/RAW/gt/"
noisy_path = "your_path/sony_IMX678_20240111/RAW/noisy/"
dataset = loadnpy(gt_path, noisy_path)
```
Contact
For any questions or issues, please contact [Tim Liu] at [Tim.Liu@liteon.com].