| --- |
| 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]. |
