| import datasets | |
| _DESCRIPTION = '' | |
| _PROJECTS_GAME_ENGINE = [ | |
| 'GameEngine_ActionRPG', | |
| 'GameEngine_ArchVizInterior', | |
| 'GameEngine_ASCTeuthisan', | |
| 'GameEngine_BroadcastSample', | |
| 'GameEngine_CitySample', | |
| 'GameEngine_ElectricDreamsEnv', | |
| 'GameEngine_ElementalDemo', | |
| 'GameEngine_HillsideSample', | |
| 'GameEngine_Matinee', | |
| 'GameEngine_MeerkatDemo', | |
| 'GameEngine_MLDeformerSample', | |
| 'GameEngine_ParticleEffects', | |
| 'GameEngine_RealisticRendering', | |
| 'GameEngine_SlayAnimationSample', | |
| 'GameEngine_StylizedRendering', | |
| 'GameEngine_SubwaySequencer', | |
| 'GameEngine_SunTemple' | |
| ] | |
| _PROJECTS_DOWNSCALE = [ | |
| 'Downscale_Dota2' | |
| ] | |
| _PROJECTS = _PROJECTS_GAME_ENGINE + _PROJECTS_DOWNSCALE | |
| _DESCRIPTION_DATA_GAME_ENGINE = { | |
| 'GameEngine_ActionRPG': '', | |
| 'GameEngine_ArchVizInterior': '', | |
| 'GameEngine_ASCTeuthisan': '', | |
| 'GameEngine_BroadcastSample': '', | |
| 'GameEngine_CitySample': '', | |
| 'GameEngine_ElectricDreamsEnv': '', | |
| 'GameEngine_ElementalDemo': '', | |
| 'GameEngine_HillsideSample': '', | |
| 'GameEngine_Matinee': '', | |
| 'GameEngine_MeerkatDemo': '', | |
| 'GameEngine_MLDeformerSample': '', | |
| 'GameEngine_ParticleEffects': '', | |
| 'GameEngine_RealisticRendering': '', | |
| 'GameEngine_SlayAnimationSample': '', | |
| 'GameEngine_StylizedRendering': '', | |
| 'GameEngine_SubwaySequencer': '', | |
| 'GameEngine_SunTemple': '' | |
| } | |
| _DESCRIPTION_DATA_DOWNSCALE = { | |
| 'Downscale_Dota2': '' | |
| } | |
| _DESCRIPTION_DATA = { | |
| **_DESCRIPTION_DATA_GAME_ENGINE, | |
| **_DESCRIPTION_DATA_DOWNSCALE | |
| } | |
| _DATA_FILES_GAME_ENGINE = { | |
| 'GameEngine_ActionRPG': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/ActionRPG/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ActionRPG/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ActionRPG/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ActionRPG/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/ActionRPG/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ActionRPG/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ActionRPG/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ActionRPG/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_ArchVizInterior': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/ArchVizInterior/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ArchVizInterior/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ArchVizInterior/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ArchVizInterior/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/ArchVizInterior/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ArchVizInterior/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ArchVizInterior/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ArchVizInterior/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_ASCTeuthisan': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/ASCTeuthisan/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ASCTeuthisan/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ASCTeuthisan/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ASCTeuthisan/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/ASCTeuthisan/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ASCTeuthisan/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ASCTeuthisan/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ASCTeuthisan/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_BroadcastSample': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/BroadcastSample/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/BroadcastSample/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/BroadcastSample/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/BroadcastSample/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/BroadcastSample/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/BroadcastSample/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/BroadcastSample/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/BroadcastSample/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_CitySample': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/CitySample/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/CitySample/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/CitySample/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/CitySample/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/CitySample/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/CitySample/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/CitySample/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/CitySample/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_ElectricDreamsEnv': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/ElectricDreamsEnv/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ElectricDreamsEnv/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ElectricDreamsEnv/train-540p.tar.gz', | |
| 'r1080p': \ | |
| 'data/GameEngineData/ElectricDreamsEnv/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/ElectricDreamsEnv/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ElectricDreamsEnv/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ElectricDreamsEnv/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ElectricDreamsEnv/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_ElementalDemo': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/ElementalDemo/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ElementalDemo/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ElementalDemo/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ElementalDemo/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/ElementalDemo/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ElementalDemo/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ElementalDemo/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ElementalDemo/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_HillsideSample': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/HillsideSample/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/HillsideSample/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/HillsideSample/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/HillsideSample/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/HillsideSample/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/HillsideSample/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/HillsideSample/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/HillsideSample/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_Matinee': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/Matinee/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/Matinee/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/Matinee/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/Matinee/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/Matinee/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/Matinee/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/Matinee/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/Matinee/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_MeerkatDemo': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/MeerkatDemo/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/MeerkatDemo/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/MeerkatDemo/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/MeerkatDemo/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/MeerkatDemo/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/MeerkatDemo/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/MeerkatDemo/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/MeerkatDemo/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_MLDeformerSample': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/MLDeformerSample/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/MLDeformerSample/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/MLDeformerSample/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/MLDeformerSample/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/MLDeformerSample/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/MLDeformerSample/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/MLDeformerSample/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/MLDeformerSample/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_ParticleEffects': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/ParticleEffects/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ParticleEffects/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ParticleEffects/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ParticleEffects/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/ParticleEffects/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/ParticleEffects/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/ParticleEffects/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/ParticleEffects/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_RealisticRendering': { | |
| 'train': { | |
| 'r270p': \ | |
| 'data/GameEngineData/RealisticRendering/train-270p.tar.gz', | |
| 'r360p': \ | |
| 'data/GameEngineData/RealisticRendering/train-360p.tar.gz', | |
| 'r540p': \ | |
| 'data/GameEngineData/RealisticRendering/train-540p.tar.gz', | |
| 'r1080p': \ | |
| 'data/GameEngineData/RealisticRendering/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/RealisticRendering/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/RealisticRendering/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/RealisticRendering/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/RealisticRendering/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_SlayAnimationSample': { | |
| 'train': { | |
| 'r270p': \ | |
| 'data/GameEngineData/SlayAnimationSample/train-270p.tar.gz', | |
| 'r360p': \ | |
| 'data/GameEngineData/SlayAnimationSample/train-360p.tar.gz', | |
| 'r540p': \ | |
| 'data/GameEngineData/SlayAnimationSample/train-540p.tar.gz', | |
| 'r1080p': \ | |
| 'data/GameEngineData/SlayAnimationSample/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/SlayAnimationSample/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/SlayAnimationSample/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/SlayAnimationSample/val-540p.tar.gz', | |
| 'r1080p': \ | |
| 'data/GameEngineData/SlayAnimationSample/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_StylizedRendering': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/StylizedRendering/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/StylizedRendering/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/StylizedRendering/train-540p.tar.gz', | |
| 'r1080p': \ | |
| 'data/GameEngineData/StylizedRendering/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/StylizedRendering/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/StylizedRendering/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/StylizedRendering/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/StylizedRendering/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_SubwaySequencer': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/SubwaySequencer/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/SubwaySequencer/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/SubwaySequencer/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/SubwaySequencer/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/SubwaySequencer/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/SubwaySequencer/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/SubwaySequencer/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/SubwaySequencer/val-1080p.tar.gz' | |
| } | |
| }, | |
| 'GameEngine_SunTemple': { | |
| 'train': { | |
| 'r270p': 'data/GameEngineData/SunTemple/train-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/SunTemple/train-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/SunTemple/train-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/SunTemple/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/GameEngineData/SunTemple/val-270p.tar.gz', | |
| 'r360p': 'data/GameEngineData/SunTemple/val-360p.tar.gz', | |
| 'r540p': 'data/GameEngineData/SunTemple/val-540p.tar.gz', | |
| 'r1080p': 'data/GameEngineData/SunTemple/val-1080p.tar.gz' | |
| } | |
| } | |
| } | |
| _DATA_FILES_DOWNSCALE = { | |
| 'Downscale_Dota2': { | |
| 'train': { | |
| 'r270p': 'data/DownscaleData/Dota2/train-270p.tar.gz', | |
| 'r360p': 'data/DownscaleData/Dota2/train-360p.tar.gz', | |
| 'r540p': 'data/DownscaleData/Dota2/train-540p.tar.gz', | |
| 'r1080p': 'data/DownscaleData/Dota2/train-1080p.tar.gz' | |
| }, | |
| 'val': { | |
| 'r270p': 'data/DownscaleData/Dota2/val-270p.tar.gz', | |
| 'r360p': 'data/DownscaleData/Dota2/val-360p.tar.gz', | |
| 'r540p': 'data/DownscaleData/Dota2/val-540p.tar.gz', | |
| 'r1080p': 'data/DownscaleData/Dota2/val-1080p.tar.gz' | |
| } | |
| } | |
| } | |
| _DATA_FILES = { | |
| **_DATA_FILES_GAME_ENGINE, | |
| **_DATA_FILES_DOWNSCALE | |
| } | |
| class SuperResolutionGamesConfig(datasets.BuilderConfig): | |
| def __init__(self, data_files, features, **kwargs): | |
| super().__init__(version=datasets.Version('0.0.0'), **kwargs) | |
| self.data_files = data_files | |
| self.features = features | |
| class SuperResolutionGames(datasets.GeneratorBasedBuilder): | |
| BUILDER_CONFIGS = [ | |
| SuperResolutionGamesConfig( | |
| name=name, | |
| description=_DESCRIPTION_DATA[name], | |
| data_files=_DATA_FILES[name], | |
| features=['r270p', 'r360p', 'r540p', 'r1080p'] | |
| ) for name in _PROJECTS | |
| ] | |
| def _info(self): | |
| features = {f: datasets.Image() for f in self.config.features} | |
| return datasets.DatasetInfo( | |
| description=_DESCRIPTION, | |
| features=datasets.Features(features), | |
| supervised_keys=None, | |
| ) | |
| def _split_generators(self, dl_manager): | |
| data_files = self.config.data_files | |
| train_archives, val_archives = data_files['train'], data_files['val'] | |
| train_archives_downloaded = { | |
| k: dl_manager.download(train_archives[k]) \ | |
| for k in train_archives.keys() | |
| } | |
| val_archives_downloaded = { | |
| k: dl_manager.download(val_archives[k]) \ | |
| for k in val_archives.keys() | |
| } | |
| splits = [ | |
| datasets.SplitGenerator( | |
| name=datasets.Split.TRAIN, | |
| gen_kwargs={ | |
| k: dl_manager.iter_archive(train_archives_downloaded[k]) \ | |
| for k in train_archives_downloaded.keys() | |
| } | |
| ), | |
| datasets.SplitGenerator( | |
| name=datasets.Split.VALIDATION, | |
| gen_kwargs={ | |
| k: dl_manager.iter_archive(val_archives_downloaded[k]) \ | |
| for k in val_archives_downloaded.keys() | |
| } | |
| ) | |
| ] | |
| return splits | |
| def _generate_examples(self, r270p, r360p, r540p, r1080p): | |
| for idx, resolutions in enumerate(zip(r270p, r360p, r540p, r1080p)): | |
| r270p_i, r360p_i, r540p_i, r1080p_i = resolutions | |
| sample = { | |
| 'r270p': {'path': r270p_i[0], 'bytes': r270p_i[1].read()}, | |
| 'r360p': {'path': r360p_i[0], 'bytes': r360p_i[1].read()}, | |
| 'r540p': {'path': r540p_i[0], 'bytes': r540p_i[1].read()}, | |
| 'r1080p': {'path': r1080p_i[0], 'bytes': r1080p_i[1].read()} | |
| } | |
| yield idx, sample | |