README.md

metadata

license: mit

Dataset README

Dataset Structure

The dataset is organized into the following directory structure:

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

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:

# 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].