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Datasets:
mwalmsley
/
gz_desi

Tasks:
Image Classification
Image Feature Extraction
Modalities:
Image
Text
Formats:
parquet
Size:
100K - 1M
ArXiv:
Tags:
galaxy zoo
physics
astronomy
galaxies
citizen science
Libraries:
Datasets
Dask
License:
Dataset card Viewer Files Community
2
mwalmsley commited on
Commit
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  1. README.md +477 -0
  2. tiny/train-00000-of-00001.parquet +3 -0
README.md CHANGED
@@ -22,6 +22,483 @@ configs:
22
  path: data/train-*
23
  - split: test
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  path: data/test-*
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
25
  ---
26
 
27
  # GZ Campaign Datasets
 
22
  path: data/train-*
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  - split: test
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  path: data/test-*
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+ - config_name: tiny
26
+ data_files:
27
+ - split: train
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+ path: tiny/train-*
29
+ dataset_info:
30
+ config_name: tiny
31
+ features:
32
+ - name: image
33
+ dtype: image
34
+ - name: id_str
35
+ dtype: string
36
+ - name: dataset_name
37
+ dtype: string
38
+ - name: ra
39
+ dtype: float64
40
+ - name: dec
41
+ dtype: float64
42
+ - name: smooth-or-featured-dr12_smooth
43
+ dtype: int32
44
+ - name: smooth-or-featured-dr12_smooth_fraction
45
+ dtype: float32
46
+ - name: smooth-or-featured-dr12_total-votes
47
+ dtype: int32
48
+ - name: smooth-or-featured-dr12_featured-or-disk
49
+ dtype: int32
50
+ - name: smooth-or-featured-dr12_featured-or-disk_fraction
51
+ dtype: float32
52
+ - name: smooth-or-featured-dr12_artifact
53
+ dtype: int32
54
+ - name: smooth-or-featured-dr12_artifact_fraction
55
+ dtype: float32
56
+ - name: disk-edge-on-dr12_yes
57
+ dtype: int32
58
+ - name: disk-edge-on-dr12_yes_fraction
59
+ dtype: float32
60
+ - name: disk-edge-on-dr12_total-votes
61
+ dtype: int32
62
+ - name: disk-edge-on-dr12_no
63
+ dtype: int32
64
+ - name: disk-edge-on-dr12_no_fraction
65
+ dtype: float32
66
+ - name: has-spiral-arms-dr12_yes
67
+ dtype: int32
68
+ - name: has-spiral-arms-dr12_yes_fraction
69
+ dtype: float32
70
+ - name: has-spiral-arms-dr12_total-votes
71
+ dtype: int32
72
+ - name: has-spiral-arms-dr12_no
73
+ dtype: int32
74
+ - name: has-spiral-arms-dr12_no_fraction
75
+ dtype: float32
76
+ - name: bar-dr12_yes
77
+ dtype: int32
78
+ - name: bar-dr12_yes_fraction
79
+ dtype: float32
80
+ - name: bar-dr12_total-votes
81
+ dtype: int32
82
+ - name: bar-dr12_no
83
+ dtype: int32
84
+ - name: bar-dr12_no_fraction
85
+ dtype: float32
86
+ - name: bulge-size-dr12_dominant
87
+ dtype: int32
88
+ - name: bulge-size-dr12_dominant_fraction
89
+ dtype: float32
90
+ - name: bulge-size-dr12_total-votes
91
+ dtype: int32
92
+ - name: bulge-size-dr12_obvious
93
+ dtype: int32
94
+ - name: bulge-size-dr12_obvious_fraction
95
+ dtype: float32
96
+ - name: bulge-size-dr12_none
97
+ dtype: int32
98
+ - name: bulge-size-dr12_none_fraction
99
+ dtype: float32
100
+ - name: how-rounded-dr12_completely
101
+ dtype: int32
102
+ - name: how-rounded-dr12_completely_fraction
103
+ dtype: float32
104
+ - name: how-rounded-dr12_total-votes
105
+ dtype: int32
106
+ - name: how-rounded-dr12_in-between
107
+ dtype: int32
108
+ - name: how-rounded-dr12_in-between_fraction
109
+ dtype: float32
110
+ - name: how-rounded-dr12_cigar-shaped
111
+ dtype: int32
112
+ - name: how-rounded-dr12_cigar-shaped_fraction
113
+ dtype: float32
114
+ - name: edge-on-bulge-dr12_boxy
115
+ dtype: int32
116
+ - name: edge-on-bulge-dr12_boxy_fraction
117
+ dtype: float32
118
+ - name: edge-on-bulge-dr12_total-votes
119
+ dtype: int32
120
+ - name: edge-on-bulge-dr12_none
121
+ dtype: int32
122
+ - name: edge-on-bulge-dr12_none_fraction
123
+ dtype: float32
124
+ - name: edge-on-bulge-dr12_rounded
125
+ dtype: int32
126
+ - name: edge-on-bulge-dr12_rounded_fraction
127
+ dtype: float32
128
+ - name: spiral-winding-dr12_tight
129
+ dtype: int32
130
+ - name: spiral-winding-dr12_tight_fraction
131
+ dtype: float32
132
+ - name: spiral-winding-dr12_total-votes
133
+ dtype: int32
134
+ - name: spiral-winding-dr12_medium
135
+ dtype: int32
136
+ - name: spiral-winding-dr12_medium_fraction
137
+ dtype: float32
138
+ - name: spiral-winding-dr12_loose
139
+ dtype: int32
140
+ - name: spiral-winding-dr12_loose_fraction
141
+ dtype: float32
142
+ - name: spiral-arm-count-dr12_1
143
+ dtype: int32
144
+ - name: spiral-arm-count-dr12_1_fraction
145
+ dtype: float32
146
+ - name: spiral-arm-count-dr12_total-votes
147
+ dtype: int32
148
+ - name: spiral-arm-count-dr12_2
149
+ dtype: int32
150
+ - name: spiral-arm-count-dr12_2_fraction
151
+ dtype: float32
152
+ - name: spiral-arm-count-dr12_3
153
+ dtype: int32
154
+ - name: spiral-arm-count-dr12_3_fraction
155
+ dtype: float32
156
+ - name: spiral-arm-count-dr12_4
157
+ dtype: int32
158
+ - name: spiral-arm-count-dr12_4_fraction
159
+ dtype: float32
160
+ - name: spiral-arm-count-dr12_more-than-4
161
+ dtype: int32
162
+ - name: spiral-arm-count-dr12_more-than-4_fraction
163
+ dtype: float32
164
+ - name: merging-dr12_neither
165
+ dtype: int32
166
+ - name: merging-dr12_neither_fraction
167
+ dtype: float32
168
+ - name: merging-dr12_total-votes
169
+ dtype: int32
170
+ - name: merging-dr12_tidal-debris
171
+ dtype: int32
172
+ - name: merging-dr12_tidal-debris_fraction
173
+ dtype: float32
174
+ - name: merging-dr12_both
175
+ dtype: int32
176
+ - name: merging-dr12_both_fraction
177
+ dtype: float32
178
+ - name: merging-dr12_merger
179
+ dtype: int32
180
+ - name: merging-dr12_merger_fraction
181
+ dtype: float32
182
+ - name: smooth-or-featured-dr5_smooth
183
+ dtype: int32
184
+ - name: smooth-or-featured-dr5_smooth_fraction
185
+ dtype: float32
186
+ - name: smooth-or-featured-dr5_total-votes
187
+ dtype: int32
188
+ - name: smooth-or-featured-dr5_featured-or-disk
189
+ dtype: int32
190
+ - name: smooth-or-featured-dr5_featured-or-disk_fraction
191
+ dtype: float32
192
+ - name: smooth-or-featured-dr5_artifact
193
+ dtype: int32
194
+ - name: smooth-or-featured-dr5_artifact_fraction
195
+ dtype: float32
196
+ - name: disk-edge-on-dr5_yes
197
+ dtype: int32
198
+ - name: disk-edge-on-dr5_yes_fraction
199
+ dtype: float32
200
+ - name: disk-edge-on-dr5_total-votes
201
+ dtype: int32
202
+ - name: disk-edge-on-dr5_no
203
+ dtype: int32
204
+ - name: disk-edge-on-dr5_no_fraction
205
+ dtype: float32
206
+ - name: has-spiral-arms-dr5_yes
207
+ dtype: int32
208
+ - name: has-spiral-arms-dr5_yes_fraction
209
+ dtype: float32
210
+ - name: has-spiral-arms-dr5_total-votes
211
+ dtype: int32
212
+ - name: has-spiral-arms-dr5_no
213
+ dtype: int32
214
+ - name: has-spiral-arms-dr5_no_fraction
215
+ dtype: float32
216
+ - name: bar-dr5_strong
217
+ dtype: int32
218
+ - name: bar-dr5_strong_fraction
219
+ dtype: float32
220
+ - name: bar-dr5_total-votes
221
+ dtype: int32
222
+ - name: bar-dr5_weak
223
+ dtype: int32
224
+ - name: bar-dr5_weak_fraction
225
+ dtype: float32
226
+ - name: bar-dr5_no
227
+ dtype: int32
228
+ - name: bar-dr5_no_fraction
229
+ dtype: float32
230
+ - name: bulge-size-dr5_dominant
231
+ dtype: int32
232
+ - name: bulge-size-dr5_dominant_fraction
233
+ dtype: float32
234
+ - name: bulge-size-dr5_total-votes
235
+ dtype: int32
236
+ - name: bulge-size-dr5_large
237
+ dtype: int32
238
+ - name: bulge-size-dr5_large_fraction
239
+ dtype: float32
240
+ - name: bulge-size-dr5_moderate
241
+ dtype: int32
242
+ - name: bulge-size-dr5_moderate_fraction
243
+ dtype: float32
244
+ - name: bulge-size-dr5_small
245
+ dtype: int32
246
+ - name: bulge-size-dr5_small_fraction
247
+ dtype: float32
248
+ - name: bulge-size-dr5_none
249
+ dtype: int32
250
+ - name: bulge-size-dr5_none_fraction
251
+ dtype: float32
252
+ - name: how-rounded-dr5_round
253
+ dtype: int32
254
+ - name: how-rounded-dr5_round_fraction
255
+ dtype: float32
256
+ - name: how-rounded-dr5_total-votes
257
+ dtype: int32
258
+ - name: how-rounded-dr5_in-between
259
+ dtype: int32
260
+ - name: how-rounded-dr5_in-between_fraction
261
+ dtype: float32
262
+ - name: how-rounded-dr5_cigar-shaped
263
+ dtype: int32
264
+ - name: how-rounded-dr5_cigar-shaped_fraction
265
+ dtype: float32
266
+ - name: edge-on-bulge-dr5_boxy
267
+ dtype: int32
268
+ - name: edge-on-bulge-dr5_boxy_fraction
269
+ dtype: float32
270
+ - name: edge-on-bulge-dr5_total-votes
271
+ dtype: int32
272
+ - name: edge-on-bulge-dr5_none
273
+ dtype: int32
274
+ - name: edge-on-bulge-dr5_none_fraction
275
+ dtype: float32
276
+ - name: edge-on-bulge-dr5_rounded
277
+ dtype: int32
278
+ - name: edge-on-bulge-dr5_rounded_fraction
279
+ dtype: float32
280
+ - name: spiral-winding-dr5_tight
281
+ dtype: int32
282
+ - name: spiral-winding-dr5_tight_fraction
283
+ dtype: float32
284
+ - name: spiral-winding-dr5_total-votes
285
+ dtype: int32
286
+ - name: spiral-winding-dr5_medium
287
+ dtype: int32
288
+ - name: spiral-winding-dr5_medium_fraction
289
+ dtype: float32
290
+ - name: spiral-winding-dr5_loose
291
+ dtype: int32
292
+ - name: spiral-winding-dr5_loose_fraction
293
+ dtype: float32
294
+ - name: spiral-arm-count-dr5_1
295
+ dtype: int32
296
+ - name: spiral-arm-count-dr5_1_fraction
297
+ dtype: float32
298
+ - name: spiral-arm-count-dr5_total-votes
299
+ dtype: int32
300
+ - name: spiral-arm-count-dr5_2
301
+ dtype: int32
302
+ - name: spiral-arm-count-dr5_2_fraction
303
+ dtype: float32
304
+ - name: spiral-arm-count-dr5_3
305
+ dtype: int32
306
+ - name: spiral-arm-count-dr5_3_fraction
307
+ dtype: float32
308
+ - name: spiral-arm-count-dr5_4
309
+ dtype: int32
310
+ - name: spiral-arm-count-dr5_4_fraction
311
+ dtype: float32
312
+ - name: spiral-arm-count-dr5_more-than-4
313
+ dtype: int32
314
+ - name: spiral-arm-count-dr5_more-than-4_fraction
315
+ dtype: float32
316
+ - name: spiral-arm-count-dr5_cant-tell
317
+ dtype: int32
318
+ - name: spiral-arm-count-dr5_cant-tell_fraction
319
+ dtype: float32
320
+ - name: merging-dr5_none
321
+ dtype: int32
322
+ - name: merging-dr5_none_fraction
323
+ dtype: float32
324
+ - name: merging-dr5_total-votes
325
+ dtype: int32
326
+ - name: merging-dr5_minor-disturbance
327
+ dtype: int32
328
+ - name: merging-dr5_minor-disturbance_fraction
329
+ dtype: float32
330
+ - name: merging-dr5_major-disturbance
331
+ dtype: int32
332
+ - name: merging-dr5_major-disturbance_fraction
333
+ dtype: float32
334
+ - name: merging-dr5_merger
335
+ dtype: int32
336
+ - name: merging-dr5_merger_fraction
337
+ dtype: float32
338
+ - name: smooth-or-featured-dr8_smooth
339
+ dtype: int32
340
+ - name: smooth-or-featured-dr8_smooth_fraction
341
+ dtype: float32
342
+ - name: smooth-or-featured-dr8_total-votes
343
+ dtype: int32
344
+ - name: smooth-or-featured-dr8_featured-or-disk
345
+ dtype: int32
346
+ - name: smooth-or-featured-dr8_featured-or-disk_fraction
347
+ dtype: float32
348
+ - name: smooth-or-featured-dr8_artifact
349
+ dtype: int32
350
+ - name: smooth-or-featured-dr8_artifact_fraction
351
+ dtype: float32
352
+ - name: disk-edge-on-dr8_yes
353
+ dtype: int32
354
+ - name: disk-edge-on-dr8_yes_fraction
355
+ dtype: float32
356
+ - name: disk-edge-on-dr8_total-votes
357
+ dtype: int32
358
+ - name: disk-edge-on-dr8_no
359
+ dtype: int32
360
+ - name: disk-edge-on-dr8_no_fraction
361
+ dtype: float32
362
+ - name: has-spiral-arms-dr8_yes
363
+ dtype: int32
364
+ - name: has-spiral-arms-dr8_yes_fraction
365
+ dtype: float32
366
+ - name: has-spiral-arms-dr8_total-votes
367
+ dtype: int32
368
+ - name: has-spiral-arms-dr8_no
369
+ dtype: int32
370
+ - name: has-spiral-arms-dr8_no_fraction
371
+ dtype: float32
372
+ - name: bar-dr8_strong
373
+ dtype: int32
374
+ - name: bar-dr8_strong_fraction
375
+ dtype: float32
376
+ - name: bar-dr8_total-votes
377
+ dtype: int32
378
+ - name: bar-dr8_weak
379
+ dtype: int32
380
+ - name: bar-dr8_weak_fraction
381
+ dtype: float32
382
+ - name: bar-dr8_no
383
+ dtype: int32
384
+ - name: bar-dr8_no_fraction
385
+ dtype: float32
386
+ - name: bulge-size-dr8_dominant
387
+ dtype: int32
388
+ - name: bulge-size-dr8_dominant_fraction
389
+ dtype: float32
390
+ - name: bulge-size-dr8_total-votes
391
+ dtype: int32
392
+ - name: bulge-size-dr8_large
393
+ dtype: int32
394
+ - name: bulge-size-dr8_large_fraction
395
+ dtype: float32
396
+ - name: bulge-size-dr8_moderate
397
+ dtype: int32
398
+ - name: bulge-size-dr8_moderate_fraction
399
+ dtype: float32
400
+ - name: bulge-size-dr8_small
401
+ dtype: int32
402
+ - name: bulge-size-dr8_small_fraction
403
+ dtype: float32
404
+ - name: bulge-size-dr8_none
405
+ dtype: int32
406
+ - name: bulge-size-dr8_none_fraction
407
+ dtype: float32
408
+ - name: how-rounded-dr8_round
409
+ dtype: int32
410
+ - name: how-rounded-dr8_round_fraction
411
+ dtype: float32
412
+ - name: how-rounded-dr8_total-votes
413
+ dtype: int32
414
+ - name: how-rounded-dr8_in-between
415
+ dtype: int32
416
+ - name: how-rounded-dr8_in-between_fraction
417
+ dtype: float32
418
+ - name: how-rounded-dr8_cigar-shaped
419
+ dtype: int32
420
+ - name: how-rounded-dr8_cigar-shaped_fraction
421
+ dtype: float32
422
+ - name: edge-on-bulge-dr8_boxy
423
+ dtype: int32
424
+ - name: edge-on-bulge-dr8_boxy_fraction
425
+ dtype: float32
426
+ - name: edge-on-bulge-dr8_total-votes
427
+ dtype: int32
428
+ - name: edge-on-bulge-dr8_none
429
+ dtype: int32
430
+ - name: edge-on-bulge-dr8_none_fraction
431
+ dtype: float32
432
+ - name: edge-on-bulge-dr8_rounded
433
+ dtype: int32
434
+ - name: edge-on-bulge-dr8_rounded_fraction
435
+ dtype: float32
436
+ - name: spiral-winding-dr8_tight
437
+ dtype: int32
438
+ - name: spiral-winding-dr8_tight_fraction
439
+ dtype: float32
440
+ - name: spiral-winding-dr8_total-votes
441
+ dtype: int32
442
+ - name: spiral-winding-dr8_medium
443
+ dtype: int32
444
+ - name: spiral-winding-dr8_medium_fraction
445
+ dtype: float32
446
+ - name: spiral-winding-dr8_loose
447
+ dtype: int32
448
+ - name: spiral-winding-dr8_loose_fraction
449
+ dtype: float32
450
+ - name: spiral-arm-count-dr8_1
451
+ dtype: int32
452
+ - name: spiral-arm-count-dr8_1_fraction
453
+ dtype: float32
454
+ - name: spiral-arm-count-dr8_total-votes
455
+ dtype: int32
456
+ - name: spiral-arm-count-dr8_2
457
+ dtype: int32
458
+ - name: spiral-arm-count-dr8_2_fraction
459
+ dtype: float32
460
+ - name: spiral-arm-count-dr8_3
461
+ dtype: int32
462
+ - name: spiral-arm-count-dr8_3_fraction
463
+ dtype: float32
464
+ - name: spiral-arm-count-dr8_4
465
+ dtype: int32
466
+ - name: spiral-arm-count-dr8_4_fraction
467
+ dtype: float32
468
+ - name: spiral-arm-count-dr8_more-than-4
469
+ dtype: int32
470
+ - name: spiral-arm-count-dr8_more-than-4_fraction
471
+ dtype: float32
472
+ - name: spiral-arm-count-dr8_cant-tell
473
+ dtype: int32
474
+ - name: spiral-arm-count-dr8_cant-tell_fraction
475
+ dtype: float32
476
+ - name: merging-dr8_none
477
+ dtype: int32
478
+ - name: merging-dr8_none_fraction
479
+ dtype: float32
480
+ - name: merging-dr8_total-votes
481
+ dtype: int32
482
+ - name: merging-dr8_minor-disturbance
483
+ dtype: int32
484
+ - name: merging-dr8_minor-disturbance_fraction
485
+ dtype: float32
486
+ - name: merging-dr8_major-disturbance
487
+ dtype: int32
488
+ - name: merging-dr8_major-disturbance_fraction
489
+ dtype: float32
490
+ - name: merging-dr8_merger
491
+ dtype: int32
492
+ - name: merging-dr8_merger_fraction
493
+ dtype: float32
494
+ - name: summary
495
+ dtype: string
496
+ splits:
497
+ - name: train
498
+ num_bytes: 140274700.385
499
+ num_examples: 3195
500
+ download_size: 139863992
501
+ dataset_size: 140274700.385
502
  ---
503
 
504
  # GZ Campaign Datasets
tiny/train-00000-of-00001.parquet ADDED
@@ -0,0 +1,3 @@
 
 
 
 
1
+ version https://git-lfs.github.com/spec/v1
2
+ oid sha256:3e58451f2ce6570d7eeed1a80012d87c899cbad286012be34418b6baa0dad05e
3
+ size 139863992