Datasets

September 18, 2020 · View on GitHub

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Supported Datasets

ClassTaskTrain/TestDescription
PairedImageDatasetImage Super-ResolutionTrainSupport paired data
SingleImageDatasetImage Super-ResolutionTestOnly read low quality images, used in tests without Ground-Truth
REDSDatasetVideo Super-ResolutionTrainREDS training dataset
Vimeo90KDatasetVideo Super-ResolutionTrainVimeo90K training dataset
VideoTestDatasetVideo Super-ResolutionTestBase video test dataset, supporting Vid4, REDS testing datasets
VideoTestVimeo90KDatasetVideo Super-ResolutionTestInherit VideoTestDataset, Vimeo90K testing dataset
VideoTestDUFDatasetVideo Super-ResolutionTestInherit VideoTestDataset, testing dataset for method DUF, supporting Vid4 dataset
FFHQDatasetFace GenerationTrainFFHQ training dataset
  1. Common transformations and functions are in transforms.py and util.py, respectively