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Datasets:
epishchik
/
SRGD

Size:
100K<n<1M
Tags:
super-resolution
computer-vision
games
License:
Dataset card Files Community
epishchik commited on
Commit
17b6c50
•
1 Parent(s): c02b476

CSGO downscale

Browse files
Files changed (9) hide show
  1. data/DownscaleData/CSGO/train-1080p.tar.gz +3 -0
  2. data/DownscaleData/CSGO/train-270p.tar.gz +3 -0
  3. data/DownscaleData/CSGO/train-360p.tar.gz +3 -0
  4. data/DownscaleData/CSGO/train-540p.tar.gz +3 -0
  5. data/DownscaleData/CSGO/val-1080p.tar.gz +3 -0
  6. data/DownscaleData/CSGO/val-270p.tar.gz +3 -0
  7. data/DownscaleData/CSGO/val-360p.tar.gz +3 -0
  8. data/DownscaleData/CSGO/val-540p.tar.gz +3 -0
  9. super-resolution-games.py +445 -413
data/DownscaleData/CSGO/train-1080p.tar.gz ADDED
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data/DownscaleData/CSGO/train-270p.tar.gz ADDED
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data/DownscaleData/CSGO/train-360p.tar.gz ADDED
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data/DownscaleData/CSGO/train-540p.tar.gz ADDED
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data/DownscaleData/CSGO/val-1080p.tar.gz ADDED
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data/DownscaleData/CSGO/val-270p.tar.gz ADDED
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data/DownscaleData/CSGO/val-360p.tar.gz ADDED
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data/DownscaleData/CSGO/val-540p.tar.gz ADDED
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super-resolution-games.py CHANGED
@@ -2,459 +2,490 @@ import datasets
2
  from itertools import chain
3
 
4
 
5
- _DESCRIPTION = ''
6
 
7
  _PROJECTS_GAME_ENGINE = [
8
- 'GameEngine_ActionRPG',
9
- 'GameEngine_ArchVizInterior',
10
- 'GameEngine_ASCTeuthisan',
11
- 'GameEngine_BroadcastSample',
12
- 'GameEngine_CitySample',
13
- 'GameEngine_ElectricDreamsEnv',
14
- 'GameEngine_ElementalDemo',
15
- 'GameEngine_HillsideSample',
16
- 'GameEngine_Matinee',
17
- 'GameEngine_MeerkatDemo',
18
- 'GameEngine_MLDeformerSample',
19
- 'GameEngine_ParticleEffects',
20
- 'GameEngine_RealisticRendering',
21
- 'GameEngine_SlayAnimationSample',
22
- 'GameEngine_StylizedRendering',
23
- 'GameEngine_SubwaySequencer',
24
- 'GameEngine_SunTemple',
25
- 'GameEngine_All'
26
  ]
27
 
28
  _PROJECTS_DOWNSCALE = [
29
- 'Downscale_DMXPrevisSample',
30
- 'Downscale_Dota2',
31
- 'Downscale_CitySample',
32
- 'Downscale_All'
 
33
  ]
34
 
35
  _PROJECTS = _PROJECTS_GAME_ENGINE + _PROJECTS_DOWNSCALE
36
 
37
  _DESCRIPTION_DATA_GAME_ENGINE = {
38
- 'GameEngine_ActionRPG': '',
39
- 'GameEngine_ArchVizInterior': '',
40
- 'GameEngine_ASCTeuthisan': '',
41
- 'GameEngine_BroadcastSample': '',
42
- 'GameEngine_CitySample': '',
43
- 'GameEngine_ElectricDreamsEnv': '',
44
- 'GameEngine_ElementalDemo': '',
45
- 'GameEngine_HillsideSample': '',
46
- 'GameEngine_Matinee': '',
47
- 'GameEngine_MeerkatDemo': '',
48
- 'GameEngine_MLDeformerSample': '',
49
- 'GameEngine_ParticleEffects': '',
50
- 'GameEngine_RealisticRendering': '',
51
- 'GameEngine_SlayAnimationSample': '',
52
- 'GameEngine_StylizedRendering': '',
53
- 'GameEngine_SubwaySequencer': '',
54
- 'GameEngine_SunTemple': '',
55
- 'GameEngine_All': ''
56
  }
57
 
58
  _DESCRIPTION_DATA_DOWNSCALE = {
59
- 'Downscale_DMXPrevisSample': '',
60
- 'Downscale_Dota2': '',
61
- 'Downscale_CitySample': '',
62
- 'Downscale_All': ''
 
63
  }
64
 
65
- _DESCRIPTION_DATA = {
66
- **_DESCRIPTION_DATA_GAME_ENGINE,
67
- **_DESCRIPTION_DATA_DOWNSCALE
68
- }
69
 
70
  _DATA_FILES_GAME_ENGINE = {
71
- 'GameEngine_ActionRPG': {
72
- 'train': {
73
- 'r270p': 'data/GameEngineData/ActionRPG/train-270p.tar.gz',
74
- 'r360p': 'data/GameEngineData/ActionRPG/train-360p.tar.gz',
75
- 'r540p': 'data/GameEngineData/ActionRPG/train-540p.tar.gz',
76
- 'r1080p': 'data/GameEngineData/ActionRPG/train-1080p.tar.gz'
77
- },
78
- 'val': {
79
- 'r270p': 'data/GameEngineData/ActionRPG/val-270p.tar.gz',
80
- 'r360p': 'data/GameEngineData/ActionRPG/val-360p.tar.gz',
81
- 'r540p': 'data/GameEngineData/ActionRPG/val-540p.tar.gz',
82
- 'r1080p': 'data/GameEngineData/ActionRPG/val-1080p.tar.gz'
83
- }
84
  },
85
- 'GameEngine_ArchVizInterior': {
86
- 'train': {
87
- 'r270p': 'data/GameEngineData/ArchVizInterior/train-270p.tar.gz',
88
- 'r360p': 'data/GameEngineData/ArchVizInterior/train-360p.tar.gz',
89
- 'r540p': 'data/GameEngineData/ArchVizInterior/train-540p.tar.gz',
90
- 'r1080p': 'data/GameEngineData/ArchVizInterior/train-1080p.tar.gz'
91
- },
92
- 'val': {
93
- 'r270p': 'data/GameEngineData/ArchVizInterior/val-270p.tar.gz',
94
- 'r360p': 'data/GameEngineData/ArchVizInterior/val-360p.tar.gz',
95
- 'r540p': 'data/GameEngineData/ArchVizInterior/val-540p.tar.gz',
96
- 'r1080p': 'data/GameEngineData/ArchVizInterior/val-1080p.tar.gz'
97
- }
98
  },
99
- 'GameEngine_ASCTeuthisan': {
100
- 'train': {
101
- 'r270p': 'data/GameEngineData/ASCTeuthisan/train-270p.tar.gz',
102
- 'r360p': 'data/GameEngineData/ASCTeuthisan/train-360p.tar.gz',
103
- 'r540p': 'data/GameEngineData/ASCTeuthisan/train-540p.tar.gz',
104
- 'r1080p': 'data/GameEngineData/ASCTeuthisan/train-1080p.tar.gz'
105
- },
106
- 'val': {
107
- 'r270p': 'data/GameEngineData/ASCTeuthisan/val-270p.tar.gz',
108
- 'r360p': 'data/GameEngineData/ASCTeuthisan/val-360p.tar.gz',
109
- 'r540p': 'data/GameEngineData/ASCTeuthisan/val-540p.tar.gz',
110
- 'r1080p': 'data/GameEngineData/ASCTeuthisan/val-1080p.tar.gz'
111
- }
112
  },
113
- 'GameEngine_BroadcastSample': {
114
- 'train': {
115
- 'r270p': 'data/GameEngineData/BroadcastSample/train-270p.tar.gz',
116
- 'r360p': 'data/GameEngineData/BroadcastSample/train-360p.tar.gz',
117
- 'r540p': 'data/GameEngineData/BroadcastSample/train-540p.tar.gz',
118
- 'r1080p': 'data/GameEngineData/BroadcastSample/train-1080p.tar.gz'
119
- },
120
- 'val': {
121
- 'r270p': 'data/GameEngineData/BroadcastSample/val-270p.tar.gz',
122
- 'r360p': 'data/GameEngineData/BroadcastSample/val-360p.tar.gz',
123
- 'r540p': 'data/GameEngineData/BroadcastSample/val-540p.tar.gz',
124
- 'r1080p': 'data/GameEngineData/BroadcastSample/val-1080p.tar.gz'
125
- }
126
  },
127
- 'GameEngine_CitySample': {
128
- 'train': {
129
- 'r270p': 'data/GameEngineData/CitySample/train-270p.tar.gz',
130
- 'r360p': 'data/GameEngineData/CitySample/train-360p.tar.gz',
131
- 'r540p': 'data/GameEngineData/CitySample/train-540p.tar.gz',
132
- 'r1080p': 'data/GameEngineData/CitySample/train-1080p.tar.gz'
133
- },
134
- 'val': {
135
- 'r270p': 'data/GameEngineData/CitySample/val-270p.tar.gz',
136
- 'r360p': 'data/GameEngineData/CitySample/val-360p.tar.gz',
137
- 'r540p': 'data/GameEngineData/CitySample/val-540p.tar.gz',
138
- 'r1080p': 'data/GameEngineData/CitySample/val-1080p.tar.gz'
139
- }
140
  },
141
- 'GameEngine_ElectricDreamsEnv': {
142
- 'train': {
143
- 'r270p': 'data/GameEngineData/ElectricDreamsEnv/train-270p.tar.gz',
144
- 'r360p': 'data/GameEngineData/ElectricDreamsEnv/train-360p.tar.gz',
145
- 'r540p': 'data/GameEngineData/ElectricDreamsEnv/train-540p.tar.gz',
146
- 'r1080p': \
147
- 'data/GameEngineData/ElectricDreamsEnv/train-1080p.tar.gz'
148
- },
149
- 'val': {
150
- 'r270p': 'data/GameEngineData/ElectricDreamsEnv/val-270p.tar.gz',
151
- 'r360p': 'data/GameEngineData/ElectricDreamsEnv/val-360p.tar.gz',
152
- 'r540p': 'data/GameEngineData/ElectricDreamsEnv/val-540p.tar.gz',
153
- 'r1080p': 'data/GameEngineData/ElectricDreamsEnv/val-1080p.tar.gz'
154
- }
155
  },
156
- 'GameEngine_ElementalDemo': {
157
- 'train': {
158
- 'r270p': 'data/GameEngineData/ElementalDemo/train-270p.tar.gz',
159
- 'r360p': 'data/GameEngineData/ElementalDemo/train-360p.tar.gz',
160
- 'r540p': 'data/GameEngineData/ElementalDemo/train-540p.tar.gz',
161
- 'r1080p': 'data/GameEngineData/ElementalDemo/train-1080p.tar.gz'
162
- },
163
- 'val': {
164
- 'r270p': 'data/GameEngineData/ElementalDemo/val-270p.tar.gz',
165
- 'r360p': 'data/GameEngineData/ElementalDemo/val-360p.tar.gz',
166
- 'r540p': 'data/GameEngineData/ElementalDemo/val-540p.tar.gz',
167
- 'r1080p': 'data/GameEngineData/ElementalDemo/val-1080p.tar.gz'
168
- }
169
  },
170
- 'GameEngine_HillsideSample': {
171
- 'train': {
172
- 'r270p': 'data/GameEngineData/HillsideSample/train-270p.tar.gz',
173
- 'r360p': 'data/GameEngineData/HillsideSample/train-360p.tar.gz',
174
- 'r540p': 'data/GameEngineData/HillsideSample/train-540p.tar.gz',
175
- 'r1080p': 'data/GameEngineData/HillsideSample/train-1080p.tar.gz'
176
- },
177
- 'val': {
178
- 'r270p': 'data/GameEngineData/HillsideSample/val-270p.tar.gz',
179
- 'r360p': 'data/GameEngineData/HillsideSample/val-360p.tar.gz',
180
- 'r540p': 'data/GameEngineData/HillsideSample/val-540p.tar.gz',
181
- 'r1080p': 'data/GameEngineData/HillsideSample/val-1080p.tar.gz'
182
- }
183
  },
184
- 'GameEngine_Matinee': {
185
- 'train': {
186
- 'r270p': 'data/GameEngineData/Matinee/train-270p.tar.gz',
187
- 'r360p': 'data/GameEngineData/Matinee/train-360p.tar.gz',
188
- 'r540p': 'data/GameEngineData/Matinee/train-540p.tar.gz',
189
- 'r1080p': 'data/GameEngineData/Matinee/train-1080p.tar.gz'
190
- },
191
- 'val': {
192
- 'r270p': 'data/GameEngineData/Matinee/val-270p.tar.gz',
193
- 'r360p': 'data/GameEngineData/Matinee/val-360p.tar.gz',
194
- 'r540p': 'data/GameEngineData/Matinee/val-540p.tar.gz',
195
- 'r1080p': 'data/GameEngineData/Matinee/val-1080p.tar.gz'
196
- }
197
  },
198
- 'GameEngine_MeerkatDemo': {
199
- 'train': {
200
- 'r270p': 'data/GameEngineData/MeerkatDemo/train-270p.tar.gz',
201
- 'r360p': 'data/GameEngineData/MeerkatDemo/train-360p.tar.gz',
202
- 'r540p': 'data/GameEngineData/MeerkatDemo/train-540p.tar.gz',
203
- 'r1080p': 'data/GameEngineData/MeerkatDemo/train-1080p.tar.gz'
204
- },
205
- 'val': {
206
- 'r270p': 'data/GameEngineData/MeerkatDemo/val-270p.tar.gz',
207
- 'r360p': 'data/GameEngineData/MeerkatDemo/val-360p.tar.gz',
208
- 'r540p': 'data/GameEngineData/MeerkatDemo/val-540p.tar.gz',
209
- 'r1080p': 'data/GameEngineData/MeerkatDemo/val-1080p.tar.gz'
210
- }
211
  },
212
- 'GameEngine_MLDeformerSample': {
213
- 'train': {
214
- 'r270p': 'data/GameEngineData/MLDeformerSample/train-270p.tar.gz',
215
- 'r360p': 'data/GameEngineData/MLDeformerSample/train-360p.tar.gz',
216
- 'r540p': 'data/GameEngineData/MLDeformerSample/train-540p.tar.gz',
217
- 'r1080p': 'data/GameEngineData/MLDeformerSample/train-1080p.tar.gz'
218
- },
219
- 'val': {
220
- 'r270p': 'data/GameEngineData/MLDeformerSample/val-270p.tar.gz',
221
- 'r360p': 'data/GameEngineData/MLDeformerSample/val-360p.tar.gz',
222
- 'r540p': 'data/GameEngineData/MLDeformerSample/val-540p.tar.gz',
223
- 'r1080p': 'data/GameEngineData/MLDeformerSample/val-1080p.tar.gz'
224
- }
225
  },
226
- 'GameEngine_ParticleEffects': {
227
- 'train': {
228
- 'r270p': 'data/GameEngineData/ParticleEffects/train-270p.tar.gz',
229
- 'r360p': 'data/GameEngineData/ParticleEffects/train-360p.tar.gz',
230
- 'r540p': 'data/GameEngineData/ParticleEffects/train-540p.tar.gz',
231
- 'r1080p': 'data/GameEngineData/ParticleEffects/train-1080p.tar.gz'
232
- },
233
- 'val': {
234
- 'r270p': 'data/GameEngineData/ParticleEffects/val-270p.tar.gz',
235
- 'r360p': 'data/GameEngineData/ParticleEffects/val-360p.tar.gz',
236
- 'r540p': 'data/GameEngineData/ParticleEffects/val-540p.tar.gz',
237
- 'r1080p': 'data/GameEngineData/ParticleEffects/val-1080p.tar.gz'
238
- }
239
  },
240
- 'GameEngine_RealisticRendering': {
241
- 'train': {
242
- 'r270p': \
243
- 'data/GameEngineData/RealisticRendering/train-270p.tar.gz',
244
- 'r360p': \
245
- 'data/GameEngineData/RealisticRendering/train-360p.tar.gz',
246
- 'r540p': \
247
- 'data/GameEngineData/RealisticRendering/train-540p.tar.gz',
248
- 'r1080p': \
249
- 'data/GameEngineData/RealisticRendering/train-1080p.tar.gz'
250
- },
251
- 'val': {
252
- 'r270p': 'data/GameEngineData/RealisticRendering/val-270p.tar.gz',
253
- 'r360p': 'data/GameEngineData/RealisticRendering/val-360p.tar.gz',
254
- 'r540p': 'data/GameEngineData/RealisticRendering/val-540p.tar.gz',
255
- 'r1080p': 'data/GameEngineData/RealisticRendering/val-1080p.tar.gz'
256
- }
257
  },
258
- 'GameEngine_SlayAnimationSample': {
259
- 'train': {
260
- 'r270p': \
261
- 'data/GameEngineData/SlayAnimationSample/train-270p.tar.gz',
262
- 'r360p': \
263
- 'data/GameEngineData/SlayAnimationSample/train-360p.tar.gz',
264
- 'r540p': \
265
- 'data/GameEngineData/SlayAnimationSample/train-540p.tar.gz',
266
- 'r1080p': \
267
- 'data/GameEngineData/SlayAnimationSample/train-1080p.tar.gz'
268
- },
269
- 'val': {
270
- 'r270p': 'data/GameEngineData/SlayAnimationSample/val-270p.tar.gz',
271
- 'r360p': 'data/GameEngineData/SlayAnimationSample/val-360p.tar.gz',
272
- 'r540p': 'data/GameEngineData/SlayAnimationSample/val-540p.tar.gz',
273
- 'r1080p': \
274
- 'data/GameEngineData/SlayAnimationSample/val-1080p.tar.gz'
275
- }
276
  },
277
- 'GameEngine_StylizedRendering': {
278
- 'train': {
279
- 'r270p': 'data/GameEngineData/StylizedRendering/train-270p.tar.gz',
280
- 'r360p': 'data/GameEngineData/StylizedRendering/train-360p.tar.gz',
281
- 'r540p': 'data/GameEngineData/StylizedRendering/train-540p.tar.gz',
282
- 'r1080p': \
283
- 'data/GameEngineData/StylizedRendering/train-1080p.tar.gz'
284
- },
285
- 'val': {
286
- 'r270p': 'data/GameEngineData/StylizedRendering/val-270p.tar.gz',
287
- 'r360p': 'data/GameEngineData/StylizedRendering/val-360p.tar.gz',
288
- 'r540p': 'data/GameEngineData/StylizedRendering/val-540p.tar.gz',
289
- 'r1080p': 'data/GameEngineData/StylizedRendering/val-1080p.tar.gz'
290
- }
291
  },
292
- 'GameEngine_SubwaySequencer': {
293
- 'train': {
294
- 'r270p': 'data/GameEngineData/SubwaySequencer/train-270p.tar.gz',
295
- 'r360p': 'data/GameEngineData/SubwaySequencer/train-360p.tar.gz',
296
- 'r540p': 'data/GameEngineData/SubwaySequencer/train-540p.tar.gz',
297
- 'r1080p': 'data/GameEngineData/SubwaySequencer/train-1080p.tar.gz'
298
- },
299
- 'val': {
300
- 'r270p': 'data/GameEngineData/SubwaySequencer/val-270p.tar.gz',
301
- 'r360p': 'data/GameEngineData/SubwaySequencer/val-360p.tar.gz',
302
- 'r540p': 'data/GameEngineData/SubwaySequencer/val-540p.tar.gz',
303
- 'r1080p': 'data/GameEngineData/SubwaySequencer/val-1080p.tar.gz'
304
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
305
  },
306
- 'GameEngine_SunTemple': {
307
- 'train': {
308
- 'r270p': 'data/GameEngineData/SunTemple/train-270p.tar.gz',
309
- 'r360p': 'data/GameEngineData/SunTemple/train-360p.tar.gz',
310
- 'r540p': 'data/GameEngineData/SunTemple/train-540p.tar.gz',
311
- 'r1080p': 'data/GameEngineData/SunTemple/train-1080p.tar.gz'
312
- },
313
- 'val': {
314
- 'r270p': 'data/GameEngineData/SunTemple/val-270p.tar.gz',
315
- 'r360p': 'data/GameEngineData/SunTemple/val-360p.tar.gz',
316
- 'r540p': 'data/GameEngineData/SunTemple/val-540p.tar.gz',
317
- 'r1080p': 'data/GameEngineData/SunTemple/val-1080p.tar.gz'
318
- }
319
- }
320
  }
321
 
322
  # we need to form lists with same resolutions to get all project at once
323
  _DATA_FILES_GAME_ENGINE_KEYS = list(_DATA_FILES_GAME_ENGINE.keys())
324
- _DATA_FILES_GAME_ENGINE['GameEngine_All'] = {
325
- 'train': {
326
- 'r270p': sorted([
327
- _DATA_FILES_GAME_ENGINE[k]['train']['r270p'] \
 
328
  for k in _DATA_FILES_GAME_ENGINE_KEYS
329
- ]),
330
- 'r360p': sorted([
331
- _DATA_FILES_GAME_ENGINE[k]['train']['r360p'] \
 
 
332
  for k in _DATA_FILES_GAME_ENGINE_KEYS
333
- ]),
334
- 'r540p': sorted([
335
- _DATA_FILES_GAME_ENGINE[k]['train']['r540p'] \
 
 
336
  for k in _DATA_FILES_GAME_ENGINE_KEYS
337
- ]),
338
- 'r1080p': sorted([
339
- _DATA_FILES_GAME_ENGINE[k]['train']['r1080p'] \
 
 
340
  for k in _DATA_FILES_GAME_ENGINE_KEYS
341
- ])
 
342
  },
343
- 'val': {
344
- 'r270p': sorted([
345
- _DATA_FILES_GAME_ENGINE[k]['val']['r270p'] \
 
346
  for k in _DATA_FILES_GAME_ENGINE_KEYS
347
- ]),
348
- 'r360p': sorted([
349
- _DATA_FILES_GAME_ENGINE[k]['val']['r360p'] \
 
 
350
  for k in _DATA_FILES_GAME_ENGINE_KEYS
351
- ]),
352
- 'r540p': sorted([
353
- _DATA_FILES_GAME_ENGINE[k]['val']['r540p'] \
 
 
354
  for k in _DATA_FILES_GAME_ENGINE_KEYS
355
- ]),
356
- 'r1080p': sorted([
357
- _DATA_FILES_GAME_ENGINE[k]['val']['r1080p'] \
 
 
358
  for k in _DATA_FILES_GAME_ENGINE_KEYS
359
- ])
360
- }
 
361
  }
362
 
363
  _DATA_FILES_DOWNSCALE = {
364
- 'Downscale_DMXPrevisSample': {
365
- 'train': {
366
- 'r270p': 'data/DownscaleData/DMXPrevisSample/train-270p.tar.gz',
367
- 'r360p': 'data/DownscaleData/DMXPrevisSample/train-360p.tar.gz',
368
- 'r540p': 'data/DownscaleData/DMXPrevisSample/train-540p.tar.gz',
369
- 'r1080p': 'data/DownscaleData/DMXPrevisSample/train-1080p.tar.gz'
370
- },
371
- 'val': {
372
- 'r270p': 'data/DownscaleData/DMXPrevisSample/val-270p.tar.gz',
373
- 'r360p': 'data/DownscaleData/DMXPrevisSample/val-360p.tar.gz',
374
- 'r540p': 'data/DownscaleData/DMXPrevisSample/val-540p.tar.gz',
375
- 'r1080p': 'data/DownscaleData/DMXPrevisSample/val-1080p.tar.gz'
376
- }
377
  },
378
- 'Downscale_Dota2': {
379
- 'train': {
380
- 'r270p': 'data/DownscaleData/Dota2/train-270p.tar.gz',
381
- 'r360p': 'data/DownscaleData/Dota2/train-360p.tar.gz',
382
- 'r540p': 'data/DownscaleData/Dota2/train-540p.tar.gz',
383
- 'r1080p': 'data/DownscaleData/Dota2/train-1080p.tar.gz'
384
- },
385
- 'val': {
386
- 'r270p': 'data/DownscaleData/Dota2/val-270p.tar.gz',
387
- 'r360p': 'data/DownscaleData/Dota2/val-360p.tar.gz',
388
- 'r540p': 'data/DownscaleData/Dota2/val-540p.tar.gz',
389
- 'r1080p': 'data/DownscaleData/Dota2/val-1080p.tar.gz'
390
- }
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
391
  },
392
- 'Downscale_CitySample': {
393
- 'train': {
394
- 'r270p': 'data/DownscaleData/CitySample/train-270p.tar.gz',
395
- 'r360p': 'data/DownscaleData/CitySample/train-360p.tar.gz',
396
- 'r540p': 'data/DownscaleData/CitySample/train-540p.tar.gz',
397
- 'r1080p': 'data/DownscaleData/CitySample/train-1080p.tar.gz'
398
- },
399
- 'val': {
400
- 'r270p': 'data/DownscaleData/CitySample/val-270p.tar.gz',
401
- 'r360p': 'data/DownscaleData/CitySample/val-360p.tar.gz',
402
- 'r540p': 'data/DownscaleData/CitySample/val-540p.tar.gz',
403
- 'r1080p': 'data/DownscaleData/CitySample/val-1080p.tar.gz'
404
- }
405
- }
406
  }
407
 
408
  # we need to form lists with same resolutions to get all project at once
409
  _DATA_FILES_DOWNSCALE_KEYS = list(_DATA_FILES_DOWNSCALE.keys())
410
- _DATA_FILES_DOWNSCALE['Downscale_All'] = {
411
- 'train': {
412
- 'r270p': sorted([
413
- _DATA_FILES_DOWNSCALE[k]['train']['r270p'] \
 
414
  for k in _DATA_FILES_DOWNSCALE_KEYS
415
- ]),
416
- 'r360p': sorted([
417
- _DATA_FILES_DOWNSCALE[k]['train']['r360p'] \
 
 
418
  for k in _DATA_FILES_DOWNSCALE_KEYS
419
- ]),
420
- 'r540p': sorted([
421
- _DATA_FILES_DOWNSCALE[k]['train']['r540p'] \
 
 
422
  for k in _DATA_FILES_DOWNSCALE_KEYS
423
- ]),
424
- 'r1080p': sorted([
425
- _DATA_FILES_DOWNSCALE[k]['train']['r1080p'] \
 
 
426
  for k in _DATA_FILES_DOWNSCALE_KEYS
427
- ])
 
428
  },
429
- 'val': {
430
- 'r270p': sorted([
431
- _DATA_FILES_DOWNSCALE[k]['val']['r270p'] \
 
432
  for k in _DATA_FILES_DOWNSCALE_KEYS
433
- ]),
434
- 'r360p': sorted([
435
- _DATA_FILES_DOWNSCALE[k]['val']['r360p'] \
 
 
436
  for k in _DATA_FILES_DOWNSCALE_KEYS
437
- ]),
438
- 'r540p': sorted([
439
- _DATA_FILES_DOWNSCALE[k]['val']['r540p'] \
 
 
440
  for k in _DATA_FILES_DOWNSCALE_KEYS
441
- ]),
442
- 'r1080p': sorted([
443
- _DATA_FILES_DOWNSCALE[k]['val']['r1080p'] \
 
 
444
  for k in _DATA_FILES_DOWNSCALE_KEYS
445
- ])
446
- }
 
447
  }
448
 
449
- _DATA_FILES = {
450
- **_DATA_FILES_GAME_ENGINE,
451
- **_DATA_FILES_DOWNSCALE
452
- }
453
 
454
 
455
  class SuperResolutionGamesConfig(datasets.BuilderConfig):
456
  def __init__(self, data_files, features, **kwargs):
457
- super().__init__(version=datasets.Version('0.0.0'), **kwargs)
458
  self.data_files = data_files
459
  self.features = features
460
 
@@ -465,8 +496,9 @@ class SuperResolutionGames(datasets.GeneratorBasedBuilder):
465
  name=name,
466
  description=_DESCRIPTION_DATA[name],
467
  data_files=_DATA_FILES[name],
468
- features=['r270p', 'r360p', 'r540p', 'r1080p']
469
- ) for name in _PROJECTS
 
470
  ]
471
 
472
  def _info(self):
@@ -479,19 +511,18 @@ class SuperResolutionGames(datasets.GeneratorBasedBuilder):
479
 
480
  def _split_generators(self, dl_manager):
481
  data_files = self.config.data_files
482
- train_archives, val_archives = data_files['train'], data_files['val']
483
 
484
  train_archives_downloaded = {}
485
  for k in train_archives.keys():
486
  train_archives_k = train_archives[k]
487
  # str - single project, list - all GameEngine / Downscale projects
488
  if isinstance(train_archives_k, str):
489
- train_archives_downloaded[k] = \
490
- dl_manager.download(train_archives_k)
491
  elif isinstance(train_archives_k, list):
492
  train_archives_downloaded[k] = [
493
- dl_manager.download(train_archives_k[i]) \
494
- for i in range(len(train_archives_k))
495
  ]
496
  else:
497
  raise TypeError()
@@ -501,12 +532,11 @@ class SuperResolutionGames(datasets.GeneratorBasedBuilder):
501
  val_archives_k = val_archives[k]
502
  # str - single project, list - all GameEngine / Downscale projects
503
  if isinstance(val_archives_k, str):
504
- val_archives_downloaded[k] = \
505
- dl_manager.download(val_archives_k)
506
  elif isinstance(val_archives_k, list):
507
  val_archives_downloaded[k] = [
508
- dl_manager.download(val_archives_k[i]) \
509
- for i in range(len(val_archives_k))
510
  ]
511
  else:
512
  raise TypeError()
@@ -516,36 +546,38 @@ class SuperResolutionGames(datasets.GeneratorBasedBuilder):
516
  train_archives_downloaded_k = train_archives_downloaded[k]
517
  # str - single project, list - all GameEngine / Downscale projects
518
  if isinstance(train_archives_downloaded_k, list):
519
- train_gen_kwargs[k] = chain.from_iterable([
520
- dl_manager.iter_archive(train_archives_downloaded_k[i]) \
 
521
  for i in range(len(train_archives_downloaded_k))
522
- ])
 
523
  else:
524
- train_gen_kwargs[k] = \
525
- dl_manager.iter_archive(train_archives_downloaded_k)
 
526
 
527
  val_gen_kwargs = {}
528
  for k in val_archives_downloaded.keys():
529
  val_archives_downloaded_k = val_archives_downloaded[k]
530
  # str - single project, list - all GameEngine / Downscale projects
531
  if isinstance(val_archives_downloaded_k, list):
532
- val_gen_kwargs[k] = chain.from_iterable([
533
- dl_manager.iter_archive(val_archives_downloaded_k[i]) \
 
534
  for i in range(len(val_archives_downloaded_k))
535
- ])
 
536
  else:
537
- val_gen_kwargs[k] = \
538
- dl_manager.iter_archive(val_archives_downloaded_k)
539
 
540
  splits = [
541
  datasets.SplitGenerator(
542
- name=datasets.Split.TRAIN,
543
- gen_kwargs=train_gen_kwargs
544
  ),
545
  datasets.SplitGenerator(
546
- name=datasets.Split.VALIDATION,
547
- gen_kwargs=val_gen_kwargs
548
- )
549
  ]
550
  return splits
551
 
@@ -553,9 +585,9 @@ class SuperResolutionGames(datasets.GeneratorBasedBuilder):
553
  for idx, resolutions in enumerate(zip(r270p, r360p, r540p, r1080p)):
554
  r270p_i, r360p_i, r540p_i, r1080p_i = resolutions
555
  sample = {
556
- 'r270p': {'path': r270p_i[0], 'bytes': r270p_i[1].read()},
557
- 'r360p': {'path': r360p_i[0], 'bytes': r360p_i[1].read()},
558
- 'r540p': {'path': r540p_i[0], 'bytes': r540p_i[1].read()},
559
- 'r1080p': {'path': r1080p_i[0], 'bytes': r1080p_i[1].read()}
560
  }
561
  yield idx, sample
 
2
  from itertools import chain
3
 
4
 
5
+ _DESCRIPTION = ""
6
 
7
  _PROJECTS_GAME_ENGINE = [
8
+ "GameEngine_ActionRPG",
9
+ "GameEngine_ArchVizInterior",
10
+ "GameEngine_ASCTeuthisan",
11
+ "GameEngine_BroadcastSample",
12
+ "GameEngine_CitySample",
13
+ "GameEngine_ElectricDreamsEnv",
14
+ "GameEngine_ElementalDemo",
15
+ "GameEngine_HillsideSample",
16
+ "GameEngine_Matinee",
17
+ "GameEngine_MeerkatDemo",
18
+ "GameEngine_MLDeformerSample",
19
+ "GameEngine_ParticleEffects",
20
+ "GameEngine_RealisticRendering",
21
+ "GameEngine_SlayAnimationSample",
22
+ "GameEngine_StylizedRendering",
23
+ "GameEngine_SubwaySequencer",
24
+ "GameEngine_SunTemple",
25
+ "GameEngine_All",
26
  ]
27
 
28
  _PROJECTS_DOWNSCALE = [
29
+ "Downscale_DMXPrevisSample",
30
+ "Downscale_Dota2",
31
+ "Downscale_CitySample",
32
+ "Downscale_CSGO",
33
+ "Downscale_All",
34
  ]
35
 
36
  _PROJECTS = _PROJECTS_GAME_ENGINE + _PROJECTS_DOWNSCALE
37
 
38
  _DESCRIPTION_DATA_GAME_ENGINE = {
39
+ "GameEngine_ActionRPG": "",
40
+ "GameEngine_ArchVizInterior": "",
41
+ "GameEngine_ASCTeuthisan": "",
42
+ "GameEngine_BroadcastSample": "",
43
+ "GameEngine_CitySample": "",
44
+ "GameEngine_ElectricDreamsEnv": "",
45
+ "GameEngine_ElementalDemo": "",
46
+ "GameEngine_HillsideSample": "",
47
+ "GameEngine_Matinee": "",
48
+ "GameEngine_MeerkatDemo": "",
49
+ "GameEngine_MLDeformerSample": "",
50
+ "GameEngine_ParticleEffects": "",
51
+ "GameEngine_RealisticRendering": "",
52
+ "GameEngine_SlayAnimationSample": "",
53
+ "GameEngine_StylizedRendering": "",
54
+ "GameEngine_SubwaySequencer": "",
55
+ "GameEngine_SunTemple": "",
56
+ "GameEngine_All": "",
57
  }
58
 
59
  _DESCRIPTION_DATA_DOWNSCALE = {
60
+ "Downscale_DMXPrevisSample": "",
61
+ "Downscale_Dota2": "",
62
+ "Downscale_CitySample": "",
63
+ "Downscale_CSGO": "",
64
+ "Downscale_All": "",
65
  }
66
 
67
+ _DESCRIPTION_DATA = {**_DESCRIPTION_DATA_GAME_ENGINE, **_DESCRIPTION_DATA_DOWNSCALE}
 
 
 
68
 
69
  _DATA_FILES_GAME_ENGINE = {
70
+ "GameEngine_ActionRPG": {
71
+ "train": {
72
+ "r270p": "data/GameEngineData/ActionRPG/train-270p.tar.gz",
73
+ "r360p": "data/GameEngineData/ActionRPG/train-360p.tar.gz",
74
+ "r540p": "data/GameEngineData/ActionRPG/train-540p.tar.gz",
75
+ "r1080p": "data/GameEngineData/ActionRPG/train-1080p.tar.gz",
76
+ },
77
+ "val": {
78
+ "r270p": "data/GameEngineData/ActionRPG/val-270p.tar.gz",
79
+ "r360p": "data/GameEngineData/ActionRPG/val-360p.tar.gz",
80
+ "r540p": "data/GameEngineData/ActionRPG/val-540p.tar.gz",
81
+ "r1080p": "data/GameEngineData/ActionRPG/val-1080p.tar.gz",
82
+ },
83
  },
84
+ "GameEngine_ArchVizInterior": {
85
+ "train": {
86
+ "r270p": "data/GameEngineData/ArchVizInterior/train-270p.tar.gz",
87
+ "r360p": "data/GameEngineData/ArchVizInterior/train-360p.tar.gz",
88
+ "r540p": "data/GameEngineData/ArchVizInterior/train-540p.tar.gz",
89
+ "r1080p": "data/GameEngineData/ArchVizInterior/train-1080p.tar.gz",
90
+ },
91
+ "val": {
92
+ "r270p": "data/GameEngineData/ArchVizInterior/val-270p.tar.gz",
93
+ "r360p": "data/GameEngineData/ArchVizInterior/val-360p.tar.gz",
94
+ "r540p": "data/GameEngineData/ArchVizInterior/val-540p.tar.gz",
95
+ "r1080p": "data/GameEngineData/ArchVizInterior/val-1080p.tar.gz",
96
+ },
97
  },
98
+ "GameEngine_ASCTeuthisan": {
99
+ "train": {
100
+ "r270p": "data/GameEngineData/ASCTeuthisan/train-270p.tar.gz",
101
+ "r360p": "data/GameEngineData/ASCTeuthisan/train-360p.tar.gz",
102
+ "r540p": "data/GameEngineData/ASCTeuthisan/train-540p.tar.gz",
103
+ "r1080p": "data/GameEngineData/ASCTeuthisan/train-1080p.tar.gz",
104
+ },
105
+ "val": {
106
+ "r270p": "data/GameEngineData/ASCTeuthisan/val-270p.tar.gz",
107
+ "r360p": "data/GameEngineData/ASCTeuthisan/val-360p.tar.gz",
108
+ "r540p": "data/GameEngineData/ASCTeuthisan/val-540p.tar.gz",
109
+ "r1080p": "data/GameEngineData/ASCTeuthisan/val-1080p.tar.gz",
110
+ },
111
  },
112
+ "GameEngine_BroadcastSample": {
113
+ "train": {
114
+ "r270p": "data/GameEngineData/BroadcastSample/train-270p.tar.gz",
115
+ "r360p": "data/GameEngineData/BroadcastSample/train-360p.tar.gz",
116
+ "r540p": "data/GameEngineData/BroadcastSample/train-540p.tar.gz",
117
+ "r1080p": "data/GameEngineData/BroadcastSample/train-1080p.tar.gz",
118
+ },
119
+ "val": {
120
+ "r270p": "data/GameEngineData/BroadcastSample/val-270p.tar.gz",
121
+ "r360p": "data/GameEngineData/BroadcastSample/val-360p.tar.gz",
122
+ "r540p": "data/GameEngineData/BroadcastSample/val-540p.tar.gz",
123
+ "r1080p": "data/GameEngineData/BroadcastSample/val-1080p.tar.gz",
124
+ },
125
  },
126
+ "GameEngine_CitySample": {
127
+ "train": {
128
+ "r270p": "data/GameEngineData/CitySample/train-270p.tar.gz",
129
+ "r360p": "data/GameEngineData/CitySample/train-360p.tar.gz",
130
+ "r540p": "data/GameEngineData/CitySample/train-540p.tar.gz",
131
+ "r1080p": "data/GameEngineData/CitySample/train-1080p.tar.gz",
132
+ },
133
+ "val": {
134
+ "r270p": "data/GameEngineData/CitySample/val-270p.tar.gz",
135
+ "r360p": "data/GameEngineData/CitySample/val-360p.tar.gz",
136
+ "r540p": "data/GameEngineData/CitySample/val-540p.tar.gz",
137
+ "r1080p": "data/GameEngineData/CitySample/val-1080p.tar.gz",
138
+ },
139
  },
140
+ "GameEngine_ElectricDreamsEnv": {
141
+ "train": {
142
+ "r270p": "data/GameEngineData/ElectricDreamsEnv/train-270p.tar.gz",
143
+ "r360p": "data/GameEngineData/ElectricDreamsEnv/train-360p.tar.gz",
144
+ "r540p": "data/GameEngineData/ElectricDreamsEnv/train-540p.tar.gz",
145
+ "r1080p": "data/GameEngineData/ElectricDreamsEnv/train-1080p.tar.gz",
146
+ },
147
+ "val": {
148
+ "r270p": "data/GameEngineData/ElectricDreamsEnv/val-270p.tar.gz",
149
+ "r360p": "data/GameEngineData/ElectricDreamsEnv/val-360p.tar.gz",
150
+ "r540p": "data/GameEngineData/ElectricDreamsEnv/val-540p.tar.gz",
151
+ "r1080p": "data/GameEngineData/ElectricDreamsEnv/val-1080p.tar.gz",
152
+ },
 
153
  },
154
+ "GameEngine_ElementalDemo": {
155
+ "train": {
156
+ "r270p": "data/GameEngineData/ElementalDemo/train-270p.tar.gz",
157
+ "r360p": "data/GameEngineData/ElementalDemo/train-360p.tar.gz",
158
+ "r540p": "data/GameEngineData/ElementalDemo/train-540p.tar.gz",
159
+ "r1080p": "data/GameEngineData/ElementalDemo/train-1080p.tar.gz",
160
+ },
161
+ "val": {
162
+ "r270p": "data/GameEngineData/ElementalDemo/val-270p.tar.gz",
163
+ "r360p": "data/GameEngineData/ElementalDemo/val-360p.tar.gz",
164
+ "r540p": "data/GameEngineData/ElementalDemo/val-540p.tar.gz",
165
+ "r1080p": "data/GameEngineData/ElementalDemo/val-1080p.tar.gz",
166
+ },
167
  },
168
+ "GameEngine_HillsideSample": {
169
+ "train": {
170
+ "r270p": "data/GameEngineData/HillsideSample/train-270p.tar.gz",
171
+ "r360p": "data/GameEngineData/HillsideSample/train-360p.tar.gz",
172
+ "r540p": "data/GameEngineData/HillsideSample/train-540p.tar.gz",
173
+ "r1080p": "data/GameEngineData/HillsideSample/train-1080p.tar.gz",
174
+ },
175
+ "val": {
176
+ "r270p": "data/GameEngineData/HillsideSample/val-270p.tar.gz",
177
+ "r360p": "data/GameEngineData/HillsideSample/val-360p.tar.gz",
178
+ "r540p": "data/GameEngineData/HillsideSample/val-540p.tar.gz",
179
+ "r1080p": "data/GameEngineData/HillsideSample/val-1080p.tar.gz",
180
+ },
181
  },
182
+ "GameEngine_Matinee": {
183
+ "train": {
184
+ "r270p": "data/GameEngineData/Matinee/train-270p.tar.gz",
185
+ "r360p": "data/GameEngineData/Matinee/train-360p.tar.gz",
186
+ "r540p": "data/GameEngineData/Matinee/train-540p.tar.gz",
187
+ "r1080p": "data/GameEngineData/Matinee/train-1080p.tar.gz",
188
+ },
189
+ "val": {
190
+ "r270p": "data/GameEngineData/Matinee/val-270p.tar.gz",
191
+ "r360p": "data/GameEngineData/Matinee/val-360p.tar.gz",
192
+ "r540p": "data/GameEngineData/Matinee/val-540p.tar.gz",
193
+ "r1080p": "data/GameEngineData/Matinee/val-1080p.tar.gz",
194
+ },
195
  },
196
+ "GameEngine_MeerkatDemo": {
197
+ "train": {
198
+ "r270p": "data/GameEngineData/MeerkatDemo/train-270p.tar.gz",
199
+ "r360p": "data/GameEngineData/MeerkatDemo/train-360p.tar.gz",
200
+ "r540p": "data/GameEngineData/MeerkatDemo/train-540p.tar.gz",
201
+ "r1080p": "data/GameEngineData/MeerkatDemo/train-1080p.tar.gz",
202
+ },
203
+ "val": {
204
+ "r270p": "data/GameEngineData/MeerkatDemo/val-270p.tar.gz",
205
+ "r360p": "data/GameEngineData/MeerkatDemo/val-360p.tar.gz",
206
+ "r540p": "data/GameEngineData/MeerkatDemo/val-540p.tar.gz",
207
+ "r1080p": "data/GameEngineData/MeerkatDemo/val-1080p.tar.gz",
208
+ },
209
  },
210
+ "GameEngine_MLDeformerSample": {
211
+ "train": {
212
+ "r270p": "data/GameEngineData/MLDeformerSample/train-270p.tar.gz",
213
+ "r360p": "data/GameEngineData/MLDeformerSample/train-360p.tar.gz",
214
+ "r540p": "data/GameEngineData/MLDeformerSample/train-540p.tar.gz",
215
+ "r1080p": "data/GameEngineData/MLDeformerSample/train-1080p.tar.gz",
216
+ },
217
+ "val": {
218
+ "r270p": "data/GameEngineData/MLDeformerSample/val-270p.tar.gz",
219
+ "r360p": "data/GameEngineData/MLDeformerSample/val-360p.tar.gz",
220
+ "r540p": "data/GameEngineData/MLDeformerSample/val-540p.tar.gz",
221
+ "r1080p": "data/GameEngineData/MLDeformerSample/val-1080p.tar.gz",
222
+ },
223
  },
224
+ "GameEngine_ParticleEffects": {
225
+ "train": {
226
+ "r270p": "data/GameEngineData/ParticleEffects/train-270p.tar.gz",
227
+ "r360p": "data/GameEngineData/ParticleEffects/train-360p.tar.gz",
228
+ "r540p": "data/GameEngineData/ParticleEffects/train-540p.tar.gz",
229
+ "r1080p": "data/GameEngineData/ParticleEffects/train-1080p.tar.gz",
230
+ },
231
+ "val": {
232
+ "r270p": "data/GameEngineData/ParticleEffects/val-270p.tar.gz",
233
+ "r360p": "data/GameEngineData/ParticleEffects/val-360p.tar.gz",
234
+ "r540p": "data/GameEngineData/ParticleEffects/val-540p.tar.gz",
235
+ "r1080p": "data/GameEngineData/ParticleEffects/val-1080p.tar.gz",
236
+ },
237
  },
238
+ "GameEngine_RealisticRendering": {
239
+ "train": {
240
+ "r270p": "data/GameEngineData/RealisticRendering/train-270p.tar.gz",
241
+ "r360p": "data/GameEngineData/RealisticRendering/train-360p.tar.gz",
242
+ "r540p": "data/GameEngineData/RealisticRendering/train-540p.tar.gz",
243
+ "r1080p": "data/GameEngineData/RealisticRendering/train-1080p.tar.gz",
244
+ },
245
+ "val": {
246
+ "r270p": "data/GameEngineData/RealisticRendering/val-270p.tar.gz",
247
+ "r360p": "data/GameEngineData/RealisticRendering/val-360p.tar.gz",
248
+ "r540p": "data/GameEngineData/RealisticRendering/val-540p.tar.gz",
249
+ "r1080p": "data/GameEngineData/RealisticRendering/val-1080p.tar.gz",
250
+ },
 
 
 
 
251
  },
252
+ "GameEngine_SlayAnimationSample": {
253
+ "train": {
254
+ "r270p": "data/GameEngineData/SlayAnimationSample/train-270p.tar.gz",
255
+ "r360p": "data/GameEngineData/SlayAnimationSample/train-360p.tar.gz",
256
+ "r540p": "data/GameEngineData/SlayAnimationSample/train-540p.tar.gz",
257
+ "r1080p": "data/GameEngineData/SlayAnimationSample/train-1080p.tar.gz",
258
+ },
259
+ "val": {
260
+ "r270p": "data/GameEngineData/SlayAnimationSample/val-270p.tar.gz",
261
+ "r360p": "data/GameEngineData/SlayAnimationSample/val-360p.tar.gz",
262
+ "r540p": "data/GameEngineData/SlayAnimationSample/val-540p.tar.gz",
263
+ "r1080p": "data/GameEngineData/SlayAnimationSample/val-1080p.tar.gz",
264
+ },
 
 
 
 
 
265
  },
266
+ "GameEngine_StylizedRendering": {
267
+ "train": {
268
+ "r270p": "data/GameEngineData/StylizedRendering/train-270p.tar.gz",
269
+ "r360p": "data/GameEngineData/StylizedRendering/train-360p.tar.gz",
270
+ "r540p": "data/GameEngineData/StylizedRendering/train-540p.tar.gz",
271
+ "r1080p": "data/GameEngineData/StylizedRendering/train-1080p.tar.gz",
272
+ },
273
+ "val": {
274
+ "r270p": "data/GameEngineData/StylizedRendering/val-270p.tar.gz",
275
+ "r360p": "data/GameEngineData/StylizedRendering/val-360p.tar.gz",
276
+ "r540p": "data/GameEngineData/StylizedRendering/val-540p.tar.gz",
277
+ "r1080p": "data/GameEngineData/StylizedRendering/val-1080p.tar.gz",
278
+ },
 
279
  },
280
+ "GameEngine_SubwaySequencer": {
281
+ "train": {
282
+ "r270p": "data/GameEngineData/SubwaySequencer/train-270p.tar.gz",
283
+ "r360p": "data/GameEngineData/SubwaySequencer/train-360p.tar.gz",
284
+ "r540p": "data/GameEngineData/SubwaySequencer/train-540p.tar.gz",
285
+ "r1080p": "data/GameEngineData/SubwaySequencer/train-1080p.tar.gz",
286
+ },
287
+ "val": {
288
+ "r270p": "data/GameEngineData/SubwaySequencer/val-270p.tar.gz",
289
+ "r360p": "data/GameEngineData/SubwaySequencer/val-360p.tar.gz",
290
+ "r540p": "data/GameEngineData/SubwaySequencer/val-540p.tar.gz",
291
+ "r1080p": "data/GameEngineData/SubwaySequencer/val-1080p.tar.gz",
292
+ },
293
+ },
294
+ "GameEngine_SunTemple": {
295
+ "train": {
296
+ "r270p": "data/GameEngineData/SunTemple/train-270p.tar.gz",
297
+ "r360p": "data/GameEngineData/SunTemple/train-360p.tar.gz",
298
+ "r540p": "data/GameEngineData/SunTemple/train-540p.tar.gz",
299
+ "r1080p": "data/GameEngineData/SunTemple/train-1080p.tar.gz",
300
+ },
301
+ "val": {
302
+ "r270p": "data/GameEngineData/SunTemple/val-270p.tar.gz",
303
+ "r360p": "data/GameEngineData/SunTemple/val-360p.tar.gz",
304
+ "r540p": "data/GameEngineData/SunTemple/val-540p.tar.gz",
305
+ "r1080p": "data/GameEngineData/SunTemple/val-1080p.tar.gz",
306
+ },
307
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
308
  }
309
 
310
  # we need to form lists with same resolutions to get all project at once
311
  _DATA_FILES_GAME_ENGINE_KEYS = list(_DATA_FILES_GAME_ENGINE.keys())
312
+ _DATA_FILES_GAME_ENGINE["GameEngine_All"] = {
313
+ "train": {
314
+ "r270p": sorted(
315
+ [
316
+ _DATA_FILES_GAME_ENGINE[k]["train"]["r270p"]
317
  for k in _DATA_FILES_GAME_ENGINE_KEYS
318
+ ]
319
+ ),
320
+ "r360p": sorted(
321
+ [
322
+ _DATA_FILES_GAME_ENGINE[k]["train"]["r360p"]
323
  for k in _DATA_FILES_GAME_ENGINE_KEYS
324
+ ]
325
+ ),
326
+ "r540p": sorted(
327
+ [
328
+ _DATA_FILES_GAME_ENGINE[k]["train"]["r540p"]
329
  for k in _DATA_FILES_GAME_ENGINE_KEYS
330
+ ]
331
+ ),
332
+ "r1080p": sorted(
333
+ [
334
+ _DATA_FILES_GAME_ENGINE[k]["train"]["r1080p"]
335
  for k in _DATA_FILES_GAME_ENGINE_KEYS
336
+ ]
337
+ ),
338
  },
339
+ "val": {
340
+ "r270p": sorted(
341
+ [
342
+ _DATA_FILES_GAME_ENGINE[k]["val"]["r270p"]
343
  for k in _DATA_FILES_GAME_ENGINE_KEYS
344
+ ]
345
+ ),
346
+ "r360p": sorted(
347
+ [
348
+ _DATA_FILES_GAME_ENGINE[k]["val"]["r360p"]
349
  for k in _DATA_FILES_GAME_ENGINE_KEYS
350
+ ]
351
+ ),
352
+ "r540p": sorted(
353
+ [
354
+ _DATA_FILES_GAME_ENGINE[k]["val"]["r540p"]
355
  for k in _DATA_FILES_GAME_ENGINE_KEYS
356
+ ]
357
+ ),
358
+ "r1080p": sorted(
359
+ [
360
+ _DATA_FILES_GAME_ENGINE[k]["val"]["r1080p"]
361
  for k in _DATA_FILES_GAME_ENGINE_KEYS
362
+ ]
363
+ ),
364
+ },
365
  }
366
 
367
  _DATA_FILES_DOWNSCALE = {
368
+ "Downscale_DMXPrevisSample": {
369
+ "train": {
370
+ "r270p": "data/DownscaleData/DMXPrevisSample/train-270p.tar.gz",
371
+ "r360p": "data/DownscaleData/DMXPrevisSample/train-360p.tar.gz",
372
+ "r540p": "data/DownscaleData/DMXPrevisSample/train-540p.tar.gz",
373
+ "r1080p": "data/DownscaleData/DMXPrevisSample/train-1080p.tar.gz",
374
+ },
375
+ "val": {
376
+ "r270p": "data/DownscaleData/DMXPrevisSample/val-270p.tar.gz",
377
+ "r360p": "data/DownscaleData/DMXPrevisSample/val-360p.tar.gz",
378
+ "r540p": "data/DownscaleData/DMXPrevisSample/val-540p.tar.gz",
379
+ "r1080p": "data/DownscaleData/DMXPrevisSample/val-1080p.tar.gz",
380
+ },
381
  },
382
+ "Downscale_Dota2": {
383
+ "train": {
384
+ "r270p": "data/DownscaleData/Dota2/train-270p.tar.gz",
385
+ "r360p": "data/DownscaleData/Dota2/train-360p.tar.gz",
386
+ "r540p": "data/DownscaleData/Dota2/train-540p.tar.gz",
387
+ "r1080p": "data/DownscaleData/Dota2/train-1080p.tar.gz",
388
+ },
389
+ "val": {
390
+ "r270p": "data/DownscaleData/Dota2/val-270p.tar.gz",
391
+ "r360p": "data/DownscaleData/Dota2/val-360p.tar.gz",
392
+ "r540p": "data/DownscaleData/Dota2/val-540p.tar.gz",
393
+ "r1080p": "data/DownscaleData/Dota2/val-1080p.tar.gz",
394
+ },
395
+ },
396
+ "Downscale_CitySample": {
397
+ "train": {
398
+ "r270p": "data/DownscaleData/CitySample/train-270p.tar.gz",
399
+ "r360p": "data/DownscaleData/CitySample/train-360p.tar.gz",
400
+ "r540p": "data/DownscaleData/CitySample/train-540p.tar.gz",
401
+ "r1080p": "data/DownscaleData/CitySample/train-1080p.tar.gz",
402
+ },
403
+ "val": {
404
+ "r270p": "data/DownscaleData/CitySample/val-270p.tar.gz",
405
+ "r360p": "data/DownscaleData/CitySample/val-360p.tar.gz",
406
+ "r540p": "data/DownscaleData/CitySample/val-540p.tar.gz",
407
+ "r1080p": "data/DownscaleData/CitySample/val-1080p.tar.gz",
408
+ },
409
+ },
410
+ "Downscale_CSGO": {
411
+ "train": {
412
+ "r270p": "data/DownscaleData/CSGO/train-270p.tar.gz",
413
+ "r360p": "data/DownscaleData/CSGO/train-360p.tar.gz",
414
+ "r540p": "data/DownscaleData/CSGO/train-540p.tar.gz",
415
+ "r1080p": "data/DownscaleData/CSGO/train-1080p.tar.gz",
416
+ },
417
+ "val": {
418
+ "r270p": "data/DownscaleData/CSGO/val-270p.tar.gz",
419
+ "r360p": "data/DownscaleData/CSGO/val-360p.tar.gz",
420
+ "r540p": "data/DownscaleData/CSGO/val-540p.tar.gz",
421
+ "r1080p": "data/DownscaleData/CSGO/val-1080p.tar.gz",
422
+ },
423
  },
 
 
 
 
 
 
 
 
 
 
 
 
 
 
424
  }
425
 
426
  # we need to form lists with same resolutions to get all project at once
427
  _DATA_FILES_DOWNSCALE_KEYS = list(_DATA_FILES_DOWNSCALE.keys())
428
+ _DATA_FILES_DOWNSCALE["Downscale_All"] = {
429
+ "train": {
430
+ "r270p": sorted(
431
+ [
432
+ _DATA_FILES_DOWNSCALE[k]["train"]["r270p"]
433
  for k in _DATA_FILES_DOWNSCALE_KEYS
434
+ ]
435
+ ),
436
+ "r360p": sorted(
437
+ [
438
+ _DATA_FILES_DOWNSCALE[k]["train"]["r360p"]
439
  for k in _DATA_FILES_DOWNSCALE_KEYS
440
+ ]
441
+ ),
442
+ "r540p": sorted(
443
+ [
444
+ _DATA_FILES_DOWNSCALE[k]["train"]["r540p"]
445
  for k in _DATA_FILES_DOWNSCALE_KEYS
446
+ ]
447
+ ),
448
+ "r1080p": sorted(
449
+ [
450
+ _DATA_FILES_DOWNSCALE[k]["train"]["r1080p"]
451
  for k in _DATA_FILES_DOWNSCALE_KEYS
452
+ ]
453
+ ),
454
  },
455
+ "val": {
456
+ "r270p": sorted(
457
+ [
458
+ _DATA_FILES_DOWNSCALE[k]["val"]["r270p"]
459
  for k in _DATA_FILES_DOWNSCALE_KEYS
460
+ ]
461
+ ),
462
+ "r360p": sorted(
463
+ [
464
+ _DATA_FILES_DOWNSCALE[k]["val"]["r360p"]
465
  for k in _DATA_FILES_DOWNSCALE_KEYS
466
+ ]
467
+ ),
468
+ "r540p": sorted(
469
+ [
470
+ _DATA_FILES_DOWNSCALE[k]["val"]["r540p"]
471
  for k in _DATA_FILES_DOWNSCALE_KEYS
472
+ ]
473
+ ),
474
+ "r1080p": sorted(
475
+ [
476
+ _DATA_FILES_DOWNSCALE[k]["val"]["r1080p"]
477
  for k in _DATA_FILES_DOWNSCALE_KEYS
478
+ ]
479
+ ),
480
+ },
481
  }
482
 
483
+ _DATA_FILES = {**_DATA_FILES_GAME_ENGINE, **_DATA_FILES_DOWNSCALE}
 
 
 
484
 
485
 
486
  class SuperResolutionGamesConfig(datasets.BuilderConfig):
487
  def __init__(self, data_files, features, **kwargs):
488
+ super().__init__(version=datasets.Version("0.0.0"), **kwargs)
489
  self.data_files = data_files
490
  self.features = features
491
 
 
496
  name=name,
497
  description=_DESCRIPTION_DATA[name],
498
  data_files=_DATA_FILES[name],
499
+ features=["r270p", "r360p", "r540p", "r1080p"],
500
+ )
501
+ for name in _PROJECTS
502
  ]
503
 
504
  def _info(self):
 
511
 
512
  def _split_generators(self, dl_manager):
513
  data_files = self.config.data_files
514
+ train_archives, val_archives = data_files["train"], data_files["val"]
515
 
516
  train_archives_downloaded = {}
517
  for k in train_archives.keys():
518
  train_archives_k = train_archives[k]
519
  # str - single project, list - all GameEngine / Downscale projects
520
  if isinstance(train_archives_k, str):
521
+ train_archives_downloaded[k] = dl_manager.download(train_archives_k)
 
522
  elif isinstance(train_archives_k, list):
523
  train_archives_downloaded[k] = [
524
+ dl_manager.download(train_archives_k[i])
525
+ for i in range(len(train_archives_k))
526
  ]
527
  else:
528
  raise TypeError()
 
532
  val_archives_k = val_archives[k]
533
  # str - single project, list - all GameEngine / Downscale projects
534
  if isinstance(val_archives_k, str):
535
+ val_archives_downloaded[k] = dl_manager.download(val_archives_k)
 
536
  elif isinstance(val_archives_k, list):
537
  val_archives_downloaded[k] = [
538
+ dl_manager.download(val_archives_k[i])
539
+ for i in range(len(val_archives_k))
540
  ]
541
  else:
542
  raise TypeError()
 
546
  train_archives_downloaded_k = train_archives_downloaded[k]
547
  # str - single project, list - all GameEngine / Downscale projects
548
  if isinstance(train_archives_downloaded_k, list):
549
+ train_gen_kwargs[k] = chain.from_iterable(
550
+ [
551
+ dl_manager.iter_archive(train_archives_downloaded_k[i])
552
  for i in range(len(train_archives_downloaded_k))
553
+ ]
554
+ )
555
  else:
556
+ train_gen_kwargs[k] = dl_manager.iter_archive(
557
+ train_archives_downloaded_k
558
+ )
559
 
560
  val_gen_kwargs = {}
561
  for k in val_archives_downloaded.keys():
562
  val_archives_downloaded_k = val_archives_downloaded[k]
563
  # str - single project, list - all GameEngine / Downscale projects
564
  if isinstance(val_archives_downloaded_k, list):
565
+ val_gen_kwargs[k] = chain.from_iterable(
566
+ [
567
+ dl_manager.iter_archive(val_archives_downloaded_k[i])
568
  for i in range(len(val_archives_downloaded_k))
569
+ ]
570
+ )
571
  else:
572
+ val_gen_kwargs[k] = dl_manager.iter_archive(val_archives_downloaded_k)
 
573
 
574
  splits = [
575
  datasets.SplitGenerator(
576
+ name=datasets.Split.TRAIN, gen_kwargs=train_gen_kwargs
 
577
  ),
578
  datasets.SplitGenerator(
579
+ name=datasets.Split.VALIDATION, gen_kwargs=val_gen_kwargs
580
+ ),
 
581
  ]
582
  return splits
583
 
 
585
  for idx, resolutions in enumerate(zip(r270p, r360p, r540p, r1080p)):
586
  r270p_i, r360p_i, r540p_i, r1080p_i = resolutions
587
  sample = {
588
+ "r270p": {"path": r270p_i[0], "bytes": r270p_i[1].read()},
589
+ "r360p": {"path": r360p_i[0], "bytes": r360p_i[1].read()},
590
+ "r540p": {"path": r540p_i[0], "bytes": r540p_i[1].read()},
591
+ "r1080p": {"path": r1080p_i[0], "bytes": r1080p_i[1].read()},
592
  }
593
  yield idx, sample