Common Super Resolution#

Format specification#

CSR format specification is available here.

Supported annotation types:

  • SuperResolutionAnnotation

Supported attributes:

  • upsampled (Image): upsampled image

Import Common Super Resolution dataset#

A Datumaro project with a CSR source can be created in the following way:

datum project create
datum project import --format common_super_resolution <path/to/dataset>

CSR dataset directory should have the following structure:

└─ Dataset/
    ├── HR/
    │   ├── <img1>.png
    │   ├── <img2>.png
    │   └── ...
    ├── LR/
    │   ├── <img1>.png
    │   ├── <img2>.png
    │   └── ...
    └── upsampled/ # optional
        ├── <img1>.png
        ├── <img2>.png
        └── ...

To make sure that the selected dataset has been added to the project, you can run datum project info, which will display the project information.


Examples of using this format from the code can be found in the format tests