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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    UnicodeDecodeError
Message:      'utf-8' codec can't decode byte 0x8f in position 42: invalid start byte
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1869, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/packaged_modules/csv/csv.py", line 196, in _generate_tables
                  csv_file_reader = pd.read_csv(file, iterator=True, dtype=dtype, **self.config.pd_read_csv_kwargs)
                                    ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/streaming.py", line 73, in wrapper
                  return function(*args, download_config=download_config, **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/utils/file_utils.py", line 1250, in xpandas_read_csv
                  return pd.read_csv(xopen(filepath_or_buffer, "rb", download_config=download_config), **kwargs)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1026, in read_csv
                  return _read(filepath_or_buffer, kwds)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 620, in _read
                  parser = TextFileReader(filepath_or_buffer, **kwds)
                           ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1620, in __init__
                  self._engine = self._make_engine(f, self.engine)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/readers.py", line 1898, in _make_engine
                  return mapping[engine](f, **self.options)
                         ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/pandas/io/parsers/c_parser_wrapper.py", line 93, in __init__
                  self._reader = parsers.TextReader(src, **kwds)
                                 ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "pandas/_libs/parsers.pyx", line 574, in pandas._libs.parsers.TextReader.__cinit__
                File "pandas/_libs/parsers.pyx", line 663, in pandas._libs.parsers.TextReader._get_header
                File "pandas/_libs/parsers.pyx", line 874, in pandas._libs.parsers.TextReader._tokenize_rows
                File "pandas/_libs/parsers.pyx", line 891, in pandas._libs.parsers.TextReader._check_tokenize_status
                File "pandas/_libs/parsers.pyx", line 2053, in pandas._libs.parsers.raise_parser_error
                File "<frozen codecs>", line 322, in decode
              UnicodeDecodeError: 'utf-8' codec can't decode byte 0x8f in position 42: invalid start byte
              
              The above exception was the direct cause of the following exception:
              
              Traceback (most recent call last):
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 1347, in compute_config_parquet_and_info_response
                  parquet_operations = convert_to_parquet(builder)
                                       ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 980, in convert_to_parquet
                  builder.download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 884, in download_and_prepare
                  self._download_and_prepare(
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 947, in _download_and_prepare
                  self._prepare_split(split_generator, **prepare_split_kwargs)
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1736, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1919, in _prepare_split_single
                  raise DatasetGenerationError("An error occurred while generating the dataset") from e
              datasets.exceptions.DatasetGenerationError: An error occurred while generating the dataset

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video
string
caption
string
frame
int64
fps
float64
seconds
float64
width
int64
height
int64
projectile_force_angle
float64
projectile_force_magnitude
float64
projectile_coordx
int64
projectile_coordy
int64
projectile_mass
float64
target_indirect_force_angle
float64
target_indirect_force_magnitude
float64
target_coordx
int64
target_coordy
int64
target_mass
float64
distractor_0_coordx
int64
distractor_0_coordy
int64
distractor_0_mass
float64
distractor_1_coordx
int64
distractor_1_coordy
int64
distractor_1_mass
float64
distractor_2_coordx
int64
distractor_2_coordy
int64
distractor_2_mass
float64
distractor_3_coordx
int64
distractor_3_coordy
int64
distractor_3_mass
float64
distractor_4_coordx
int64
distractor_4_coordy
int64
distractor_4_mass
float64
distractor_5_coordx
int64
distractor_5_coordy
int64
distractor_5_mass
float64
distractor_6_coordx
int64
distractor_6_coordy
int64
distractor_6_mass
float64
distractor_7_coordx
int64
distractor_7_coordy
int64
distractor_7_mass
float64
background_red_dirt_mud_01_4k_angle_41.6981_force_164.8658_coordx_137_coordy_82.mp4
A ball rolls across the ground, colliding with another ball.
182
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background_coast_land_rocks_01_4k_angle_27.4439_force_329.4027_coordx_167_coordy_236_no_collisions.mp4
The camera captures a ball rolling across the ground, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
27.44392
329.402743
167
236
2.611
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2.7939
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background_aerial_rocks_01_4k_angle_353.8425_force_109.9898_coordx_426_coordy_222.mp4
One ball rolls towards another on a rocky surface, leading to a collision.
182
24
7.5833
832
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353.842528
109.989829
426
222
1.9871
1.909152
3.752083
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407
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421
3.7123
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-1
background_aerial_grass_rock_4k_angle_192.0791_force_77.6603_coordx_79_coordy_125_no_collisions.mp4
A ball rolls across a grassy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
192.079105
77.660326
79
125
3.4212
-1
-1
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241
361
1.9383
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400
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background_floor_pebbles_01_4k_angle_165.1414_force_218.9521_coordx_596_coordy_122_no_collisions.mp4
The camera captures a ball rolling across a gravel surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
165.141386
218.95205
596
122
1.8657
-1
-1
-1
-1
-1
707
264
2.2007
535
392
2.679
-1
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-1
-1
-1
-1
-1
-1
-1
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-1
-1
-1
-1
-1
-1
background_aerial_grass_rock_4k_angle_56.4539_force_114.2434_coordx_602_coordy_77.mp4
A ball rolls across the ground, colliding with another ball.
182
24
7.5833
832
480
56.453891
114.243438
602
77
1.5755
108.434949
1.185854
625
311
2.908
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56
431
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-1
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-1
-1
-1
-1
background_grass_path_3_4k_angle_54.0302_force_137.5597_coordx_138_coordy_111.mp4
One ball rolls towards another, resulting in a collision.
182
24
7.5833
832
480
54.030167
137.559653
138
111
1.489
30.963757
1.457738
370
371
3.9242
542
134
1.3362
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397
3.9384
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-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_aerial_wood_snips_4k_angle_59.0001_force_290.9306_coordx_293_coordy_162.mp4
A ball rolls forward, colliding with another ball on the ground.
182
24
7.5833
832
480
59.000095
290.930578
293
162
1.047
38.659808
1.600781
489
411
3.1792
-1
-1
-1
89
214
1.8691
71
432
2.0465
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
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-1
-1
background_aerial_rocks_01_4k_angle_223.9770_force_68.4545_coordx_371_coordy_279.mp4
One ball rolls towards another on a rocky surface, leading to a collision.
182
24
7.5833
832
480
223.97697
68.454494
371
279
1.2066
251.565051
1.581139
262
98
3.9607
720
215
2.1144
-1
-1
-1
775
427
3.6038
178
290
3.3939
664
366
2.5469
384
399
3.3182
-1
-1
-1
-1
-1
-1
background_aerial_beach_01_4k_angle_338.8264_force_211.3952_coordx_716_coordy_313_no_collisions.mp4
A ball rolls across a textured surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
338.826445
211.395233
716
313
3.8806
-1
-1
-1
-1
-1
98
395
1.9989
425
425
2.2742
650
423
3.3254
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_rocky_trail_4k_angle_10.6388_force_332.9704_coordx_83_coordy_273.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
10.638767
332.970377
83
273
1.7898
19.025606
3.834465
437
357
2.4541
315
429
1.0959
90
147
3.8235
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_ground_grey_4k_angle_198.4907_force_360.2287_coordx_339_coordy_298_no_collisions.mp4
A ball rolls across the surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
198.490738
360.228719
339
298
3.0918
-1
-1
-1
-1
-1
205
423
2.0935
175
356
3.1564
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_coral_gravel_4k_angle_144.3765_force_399.0384_coordx_407_coordy_230_no_collisions.mp4
The camera captures a ball rolling across a sandy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
144.376536
399.03836
407
230
3.008
-1
-1
-1
-1
-1
616
89
3.1518
394
405
1.3547
162
126
3.1238
96
184
2.4279
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-1
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-1
-1
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-1
-1
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-1
-1
background_coast_sand_03_4k_angle_175.1792_force_227.1788_coordx_571_coordy_350.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
175.179234
227.178752
571
350
2.7626
182.602562
2.752839
281
366
1.2313
659
279
1.2617
355
224
3.612
741
82
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-1
738
410
1.4166
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-1
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-1
-1
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background_forest_floor_4k_angle_192.2648_force_171.1798_coordx_640_coordy_318.mp4
A ball rolls forward, colliding with another ball on a leaf-covered ground.
182
24
7.5833
832
480
192.264774
171.179804
640
318
3.6988
197.525568
2.490607
494
277
1.9026
278
262
2.6683
740
117
3.7913
159
373
3.8642
299
83
3.2845
471
412
2.0508
-1
-1
-1
749
362
3.5054
-1
-1
-1
background_shell_floor_01_4k_angle_357.1690_force_151.9734_coordx_353_coordy_123.mp4
A ball rolls forward, colliding with another ball on the ground.
182
24
7.5833
832
480
357.168998
151.973354
353
123
2.0052
349.93931
7.871031
641
82
2.4611
161
231
1.8107
558
357
3.3333
-1
-1
-1
73
413
1.7301
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_coral_ground_02_4k_angle_85.6365_force_209.1978_coordx_697_coordy_96.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
85.636489
209.197806
697
96
1.409
53.972627
1.700184
772
356
3.3791
276
363
2.7572
540
389
3.4442
615
253
2.5073
-1
-1
-1
65
367
2.6103
270
186
3.6304
-1
-1
-1
-1
-1
-1
background_coast_sand_02_4k_angle_15.9248_force_302.0808_coordx_218_coordy_250.mp4
A ball rolls forward, colliding with a stationary ball.
182
24
7.5833
832
480
15.92483
302.080847
218
250
2.4066
41.633539
3.010399
491
405
3.5119
-1
-1
-1
480
103
1.3551
64
368
2.3055
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_red_dirt_mud_01_4k_angle_106.8906_force_146.7404_coordx_554_coordy_384_no_collisions.mp4
A ball rolls across the gravel surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
106.890584
146.740398
554
384
3.5155
-1
-1
-1
-1
-1
682
170
1.123
61
421
3.3853
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_coast_sand_03_4k_angle_335.0188_force_174.9703_coordx_370_coordy_346.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
335.01876
174.970307
370
346
3.27
341.565051
3.162278
602
263
2.2028
-1
-1
-1
162
366
1.5181
214
115
2.8619
705
398
3.2958
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_pebble_ground_01_4k_angle_42.3974_force_81.1397_coordx_292_coordy_157_no_collisions.mp4
A ball rolls across the ground, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
42.397438
81.139653
292
157
2.3324
-1
-1
-1
-1
-1
724
336
3.71
138
244
2.2249
64
406
3.8986
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_rock_01_4k_angle_247.1209_force_206.2976_coordx_724_coordy_420.mp4
One ball rolls towards another on a concrete surface, resulting in a collision.
182
24
7.5833
832
480
247.120945
206.297589
724
420
1.9135
211.218403
4.823445
508
159
1.1055
-1
-1
-1
169
302
2.1056
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_clean_pebbles_4k_angle_238.8150_force_130.4528_coordx_198_coordy_352_no_collisions.mp4
The camera captures a ball rolling across a gravel surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
238.815025
130.452788
198
352
1.6026
-1
-1
-1
-1
-1
455
119
2.8291
625
316
1.853
246
406
3.3308
519
141
1.7293
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_forrest_ground_01_4k_angle_353.6184_force_91.8383_coordx_370_coordy_182.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
353.618439
91.838336
370
182
2.5652
341.965714
5.65271
730
96
1.5578
174
377
1.2671
554
367
2.2881
-1
-1
-1
89
74
3.3143
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_aerial_ground_rock_4k_angle_354.5597_force_155.8084_coordx_462_coordy_403.mp4
A ball rolls towards another ball, resulting in a collision.
182
24
7.5833
832
480
354.559668
155.808438
462
403
1.4733
153.434949
0.279508
696
423
1.8332
426
207
3.1543
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411
1.6201
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-1
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-1
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-1
-1
-1
-1
-1
background_aerial_beach_01_4k_angle_201.5765_force_269.0542_coordx_436_coordy_307.mp4
A ball rolls, colliding with another ball.
182
24
7.5833
832
480
201.576545
269.054217
436
307
3.2374
212.005383
3.537743
147
180
1.5062
667
214
3.4138
432
388
3.8397
622
352
3.1183
-1
-1
-1
210
309
1.6591
163
428
1.867
413
231
2.9058
333
435
3.4041
background_forrest_ground_01_4k_angle_12.9576_force_63.7280_coordx_106_coordy_320.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
12.95758
63.728028
106
320
1.3817
24.443955
1.510381
244
373
3.1942
-1
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-1
100
429
2.1554
378
115
3.6229
198
206
3.6895
755
425
1.023
606
370
2.3153
-1
-1
-1
-1
-1
-1
background_pebble_ground_01_4k_angle_27.9222_force_252.6130_coordx_334_coordy_211.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
27.922179
252.613043
334
211
1.2548
11.309932
1.274755
709
394
1.3406
438
374
1.3395
67
327
1.5753
719
159
3.77
723
287
2.3567
240
378
2.9418
525
91
3.3325
-1
-1
-1
-1
-1
-1
background_aerial_grass_rock_4k_angle_56.4755_force_246.5227_coordx_190_coordy_156.mp4
A ball rolls across the ground, colliding with another ball.
182
24
7.5833
832
480
56.475527
246.522693
190
156
1.8932
66.801409
0.951972
362
433
3.4102
239
371
1.9828
550
258
1.667
539
384
1.6929
613
87
3.2806
94
407
1.8859
734
376
2.3019
-1
-1
-1
88
218
2.3494
background_coast_sand_03_4k_angle_180.3665_force_317.7613_coordx_498_coordy_359_no_collisions.mp4
The camera captures a ball rolling across a gravel surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
180.366493
317.761271
498
359
1.95
-1
-1
-1
-1
-1
769
381
1.4614
378
415
1.7236
627
158
3.5391
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_red_mud_stones_4k_angle_7.6108_force_67.7198_coordx_317_coordy_217_no_collisions.mp4
A ball rolls across the dry, cracked ground, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
7.610819
67.719785
317
217
1.303
-1
-1
-1
-1
-1
344
409
1.1034
204
343
2.6574
734
109
1.7644
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_rocky_trail_4k_angle_16.8773_force_361.7413_coordx_493_coordy_368_no_collisions.mp4
The camera captures a ball rolling across a rocky surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
16.877264
361.741311
493
368
2.8412
-1
-1
-1
-1
-1
502
281
1.5688
486
84
3.5883
340
313
2.9382
701
112
1.0894
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_sandy_gravel_02_4k_angle_338.8079_force_141.1660_coordx_549_coordy_371_no_collisions.mp4
The camera captures a ball rolling across a sandy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
338.807895
141.165991
549
371
1.0507
-1
-1
-1
-1
-1
92
408
3.1439
615
116
1.4509
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_rock_2_4k_angle_312.0755_force_327.7540_coordx_563_coordy_83_no_collisions.mp4
A ball rolls across the textured surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
312.075493
327.754043
563
83
2.0018
-1
-1
-1
-1
-1
233
160
1.787
82
272
1.0798
735
369
3.0538
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_forrest_ground_03_4k_angle_203.6542_force_331.3520_coordx_594_coordy_304.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
203.654213
331.352009
594
304
3.0126
198.434949
2.766993
128
115
3.5293
482
377
3.5002
214
340
2.9585
702
101
1.4394
761
348
2.2035
381
213
1.0802
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_pebble_ground_01_4k_angle_207.3289_force_378.7091_coordx_583_coordy_412.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
207.32895
378.709058
583
412
2.0682
239.931417
2.744312
313
205
3.51
-1
-1
-1
757
165
2.5231
247
382
1.0771
766
326
2.1125
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_snow_01_4k_angle_281.4025_force_127.5117_coordx_675_coordy_420_no_collisions.mp4
The camera captures a ball rolling across a textured surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
281.402494
127.511711
675
420
2.857
-1
-1
-1
-1
-1
404
371
2.2901
338
169
3.6243
299
364
2.6545
286
258
2.0871
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_terrain_red_01_4k_angle_156.5371_force_138.8186_coordx_629_coordy_159.mp4
A ball rolls across the gravel, colliding with another ball.
182
24
7.5833
832
480
156.537105
138.81861
629
159
1.1511
137.726311
1.858259
68
422
3.9182
114
272
3.7393
634
380
1.4369
365
150
2.6796
-1
-1
-1
365
380
2.4431
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_coral_gravel_4k_angle_14.4798_force_206.8075_coordx_403_coordy_328.mp4
A ball rolls across the ground, colliding with another ball.
182
24
7.5833
832
480
14.479815
206.807508
403
328
2.4544
5.710593
1.256234
626
382
2.3359
180
384
3.9407
573
94
1.7727
133
230
3.0115
705
241
3.8279
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_aerial_rocks_01_4k_angle_170.5007_force_140.3478_coordx_530_coordy_319.mp4
One ball rolls towards another on a rocky surface, leading to a collision.
182
24
7.5833
832
480
170.500665
140.347794
530
319
2.6852
149.534455
2.465385
279
396
2.3222
75
247
3.1101
349
141
2.348
-1
-1
-1
670
388
3.6264
739
193
3.2869
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_coral_gravel_4k_angle_142.7336_force_222.5662_coordx_390_coordy_235.mp4
A ball rolls across the ground, colliding with another ball.
182
24
7.5833
832
480
142.733598
222.566218
390
235
2.3252
164.054604
1.820027
83
406
1.4241
-1
-1
-1
526
408
3.8377
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_brown_mud_leaves_01_4k_angle_196.3017_force_157.7999_coordx_466_coordy_345.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
196.301708
157.799925
466
345
2.9732
204.443955
1.510381
339
294
2.3574
460
190
3.656
204
423
1.1625
714
130
3.4794
638
342
2.9348
465
438
1.7381
223
184
3.8237
-1
-1
-1
-1
-1
-1
background_forest_floor_4k_angle_274.1552_force_365.8681_coordx_630_coordy_383.mp4
A ball rolls forward, colliding with another ball on a leaf-covered ground.
182
24
7.5833
832
480
274.155214
365.868141
630
383
3.0132
305.134193
4.126894
702
119
3.1446
329
342
2.9847
514
326
1.2239
102
383
3.1531
197
179
1.7435
770
290
1.3339
-1
-1
-1
770
421
2.5965
457
142
1.1658
background_rocks_ground_03_4k_angle_219.8645_force_275.5583_coordx_160_coordy_105_no_collisions.mp4
The camera captures a ball rolling across a rocky surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
219.864461
275.558286
160
105
1.1898
-1
-1
-1
-1
-1
339
408
1.0754
541
247
2.3437
705
160
3.9563
508
127
3.0518
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_terrain_red_01_4k_angle_30.4872_force_396.9268_coordx_104_coordy_222.mp4
A ball rolls across the gravel, colliding with another ball.
182
24
7.5833
832
480
30.487219
396.926769
104
222
3.4744
31.607502
1.908042
403
400
3.7333
547
288
2.0911
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_brown_mud_leaves_01_4k_angle_21.1418_force_387.9882_coordx_337_coordy_293.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
21.141833
387.988179
337
293
2.1837
8.530766
2.527969
734
407
2.951
95
278
1.7058
324
421
1.3971
499
118
2.4598
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_shell_floor_01_4k_angle_32.4440_force_304.4828_coordx_630_coordy_290_no_collisions.mp4
The camera captures a ball rolling across a sandy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
32.443991
304.482835
630
290
2.6297
-1
-1
-1
-1
-1
82
82
2.3353
585
135
1.8496
511
379
3.8679
115
232
3.9844
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_sandy_gravel_02_4k_angle_337.0434_force_105.1150_coordx_757_coordy_338_no_collisions.mp4
The camera captures a ball rolling across a sandy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
337.043418
105.115008
757
338
2.8018
-1
-1
-1
-1
-1
294
118
2.1804
479
379
1.1894
417
180
1.3448
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_snow_01_4k_angle_26.0211_force_157.4934_coordx_162_coordy_336.mp4
A ball rolls across the surface, colliding with another ball.
182
24
7.5833
832
480
26.02112
157.493386
162
336
2.4259
19.983107
1.463087
318
406
3.1818
205
189
3.8185
520
287
3.2281
100
412
1.5351
-1
-1
-1
599
404
3.2806
724
322
1.0393
458
114
3.3825
285
321
3.9516
background_sandy_gravel_02_4k_angle_358.5213_force_297.7177_coordx_184_coordy_140_no_collisions.mp4
The camera captures a ball rolling across a sandy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
358.521313
297.717659
184
140
3.9631
-1
-1
-1
-1
-1
378
367
2.3782
440
228
3.2578
230
375
2.6639
528
393
1.5024
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_pebble_ground_01_4k_angle_10.6067_force_319.4155_coordx_157_coordy_343.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
10.606698
319.415531
157
343
2.5734
341.565051
1.185854
467
379
1.0941
131
166
1.5714
-1
-1
-1
355
227
3.9586
145
417
2.0264
257
323
2.8509
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_clean_pebbles_4k_angle_37.0051_force_368.0209_coordx_218_coordy_113.mp4
One ball rolls towards another on a gravel surface, resulting in a collision.
182
24
7.5833
832
480
37.005135
368.020896
218
113
3.0794
40.601295
1.152443
658
373
2.905
176
309
3.5159
-1
-1
-1
415
379
1.1329
647
101
3.5944
373
206
1.1729
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_gravel_ground_01_4k_angle_208.8355_force_283.9238_coordx_595_coordy_163.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
208.835501
283.923796
595
163
3.7334
186.115504
7.040064
238
76
1.4163
704
406
1.7435
310
355
1.4391
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_floor_pebbles_01_4k_angle_95.0425_force_336.3927_coordx_149_coordy_277.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
95.042451
336.392654
149
277
1.4478
105.945396
0.910014
110
428
1.8166
492
197
3.4151
752
300
1.8186
251
390
3.7756
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_snow_02_4k_angle_210.0973_force_252.1564_coordx_467_coordy_100.mp4
A ball rolls across the surface, colliding with another ball.
182
24
7.5833
832
480
210.097346
252.15636
467
100
3.524
169.824489
4.952903
110
77
2.5289
293
348
1.0626
731
407
3.2551
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_dirt_aerial_03_4k_angle_80.4069_force_58.8246_coordx_109_coordy_329.mp4
A ball rolls forward, colliding with one of the other balls.
182
24
7.5833
832
480
80.406866
58.824575
109
329
1.0107
56.309932
0.450694
146
431
1.618
670
263
2.8116
346
416
1.0968
495
306
3.4266
588
403
1.9341
166
222
2.5332
-1
-1
-1
412
98
1.4627
-1
-1
-1
background_dirt_aerial_03_4k_angle_327.4396_force_350.7920_coordx_278_coordy_427.mp4
A ball rolls forward, colliding with one of the other balls.
182
24
7.5833
832
480
327.439562
350.791961
278
427
2.1989
305.537678
2.150581
434
276
1.1347
308
97
1.3527
-1
-1
-1
153
262
2.0472
724
236
2.0877
650
369
2.515
156
435
2.088
-1
-1
-1
-1
-1
-1
background_forest_leaves_02_4k_angle_2.8271_force_48.3911_coordx_385_coordy_284.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
2.827125
48.391124
385
284
1.4909
26.565051
1.118034
566
344
1.0078
78
418
3.712
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_sandy_gravel_02_4k_angle_43.6136_force_301.3350_coordx_107_coordy_133_no_collisions.mp4
The camera captures a ball rolling across a sandy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
43.613635
301.335041
107
133
1.1761
-1
-1
-1
-1
-1
660
106
1.1213
565
256
3.9397
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_dirt_aerial_03_4k_angle_305.7667_force_74.3585_coordx_222_coordy_190.mp4
A ball rolls forward, colliding with one of the other balls.
182
24
7.5833
832
480
305.766676
74.358502
222
190
2.4866
342.645975
2.095382
417
108
3.0883
193
427
2.0437
680
380
1.9578
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_pebble_ground_01_4k_angle_340.8101_force_149.4062_coordx_140_coordy_399.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
340.810099
149.406219
140
399
1.3383
338.198591
1.346291
443
291
3.8232
736
156
1.2539
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_coast_sand_02_4k_angle_215.2630_force_81.4072_coordx_322_coordy_296.mp4
A ball rolls forward, colliding with a stationary ball.
182
24
7.5833
832
480
215.263012
81.407235
322
296
2.3264
245.556045
1.510381
236
188
1.0834
761
321
1.6765
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_sandy_gravel_02_4k_angle_168.9723_force_127.2248_coordx_141_coordy_133_no_collisions.mp4
The camera captures a ball rolling across a sandy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
168.97231
127.224797
141
133
3.72
-1
-1
-1
-1
-1
245
424
3.0936
487
208
2.8738
593
205
2.3006
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_forest_leaves_02_4k_angle_339.6186_force_150.8942_coordx_101_coordy_259.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
339.61857
150.894203
101
259
2.0783
306.573031
4.825065
282
110
1.1505
464
391
3.5211
698
411
2.4258
-1
-1
-1
705
117
1.5189
66
426
2.0096
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_red_mud_stones_4k_angle_154.0256_force_208.7329_coordx_621_coordy_153.mp4
A ball rolls forward, colliding with a stationary ball.
182
24
7.5833
832
480
154.025606
208.732913
621
153
3.9686
121.75948
3.087272
458
298
2.6825
-1
-1
-1
649
423
3.1788
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_pebble_ground_01_4k_angle_184.4327_force_99.1956_coordx_159_coordy_356.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
184.432668
99.195595
159
356
2.1171
158.198591
1.346291
65
373
1.0877
478
249
1.0225
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353
3.4014
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377
3.3156
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_grass_path_3_4k_angle_128.5007_force_99.9316_coordx_610_coordy_293.mp4
One ball rolls towards another, resulting in a collision.
182
24
7.5833
832
480
128.500654
99.931629
610
293
1.6003
38.659808
0.800391
654
368
1.1742
150
426
2.2892
714
182
2.7883
268
231
3.5446
-1
-1
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438
356
3.8353
476
108
1.817
-1
-1
-1
-1
-1
-1
background_terrain_red_01_4k_angle_184.8645_force_90.1522_coordx_326_coordy_394.mp4
A ball rolls across the gravel, colliding with another ball.
182
24
7.5833
832
480
184.864514
90.15221
326
394
1.7692
209.744881
2.015564
127
310
2.4813
548
401
1.1932
471
128
3.6185
-1
-1
-1
-1
-1
-1
-1
-1
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-1
-1
-1
-1
-1
-1
-1
-1
background_gravel_ground_01_4k_angle_211.7258_force_393.1417_coordx_664_coordy_400.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
211.72575
393.141653
664
400
2.2052
219.47246
5.505679
293
140
1.0014
216
343
2.8349
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_rocks_ground_03_4k_angle_245.9518_force_248.9052_coordx_326_coordy_285.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
245.951824
248.905151
326
285
2.3128
232.815294
4.550069
193
84
1.9195
375
421
2.7371
-1
-1
-1
-1
-1
-1
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-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_leaves_forest_ground_4k_angle_129.8056_force_190.9575_coordx_245_coordy_195.mp4
A ball rolls forward, colliding with another ball on the ground.
182
24
7.5833
832
480
129.805571
190.957542
245
195
2.4415
73.300756
1.305038
208
349
1.8036
647
351
1.1131
-1
-1
-1
528
103
2.3742
749
191
3.9676
390
253
1.6585
80
432
1.7378
427
432
3.5634
716
436
3.5476
background_stone_wall_03_4k_angle_290.4445_force_137.6774_coordx_162_coordy_306.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
290.444503
137.677379
162
306
1.1968
259.99202
2.157835
183
86
1.0866
490
94
3.2546
382
353
3.2503
704
161
1.7198
564
410
1.9931
759
287
1.09
-1
-1
-1
165
377
2.8881
-1
-1
-1
background_coast_sand_04_4k_angle_83.2902_force_311.3946_coordx_181_coordy_111.mp4
A ball rolls and collides with another ball.
182
24
7.5833
832
480
83.290163
311.394634
181
111
2.2501
77.005383
1.667708
216
309
1.7887
-1
-1
-1
595
437
2.2627
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_shell_floor_01_4k_angle_315.0000_force_99.6100_coordx_714_coordy_398_no_collisions.mp4
The camera captures a ball rolling across a sandy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
315
99.609969
714
398
2.0447
-1
-1
-1
-1
-1
126
255
3.2344
362
380
3.5794
551
306
3.8045
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_forest_leaves_02_4k_angle_326.5290_force_174.2413_coordx_567_coordy_422.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
326.529036
174.241306
567
422
2.5852
337.619865
2.298097
710
343
2.2281
513
288
2.7401
335
154
2.3706
338
326
1.9084
73
194
3.8281
-1
-1
-1
269
436
2.5078
399
439
2.1637
-1
-1
-1
background_forrest_ground_03_4k_angle_356.0412_force_167.4548_coordx_221_coordy_388.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
356.041206
167.454839
221
388
1.3082
341.565051
1.185854
560
350
2.8849
-1
-1
-1
99
433
3.3407
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_clean_pebbles_4k_angle_92.6630_force_125.6513_coordx_479_coordy_298.mp4
One ball rolls towards another on a gravel surface, resulting in a collision.
182
24
7.5833
832
480
92.663001
125.651347
479
298
2.3125
127.874984
1.425219
432
385
3.3894
632
329
3.6282
769
394
2.6151
192
274
3.7285
-1
-1
-1
67
399
1.2418
409
185
1.774
254
409
3.966
750
168
1.9656
background_rocky_trail_4k_angle_330.4909_force_392.6028_coordx_163_coordy_411.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
330.490902
392.602762
163
411
1.6678
347.275644
3.972562
724
121
3.3564
-1
-1
-1
513
276
2.5229
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_dirt_aerial_03_4k_angle_302.9492_force_337.3291_coordx_318_coordy_424.mp4
A ball rolls forward, colliding with one of the other balls.
182
24
7.5833
832
480
302.949215
337.329138
318
424
2.5442
277.125016
2.015564
463
165
3.8956
695
239
2.2913
291
90
1.3172
329
310
2.3304
205
231
3.5813
213
357
3.1732
783
423
3.8636
-1
-1
-1
-1
-1
-1
background_snow_02_4k_angle_15.3501_force_71.9370_coordx_585_coordy_336_no_collisions.mp4
The camera captures a ball rolling across a snowy surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
15.350136
71.937019
585
336
1.6405
-1
-1
-1
-1
-1
233
399
2.2307
536
412
3.1843
496
437
3.3581
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_terrain_red_01_4k_angle_218.7365_force_167.6266_coordx_505_coordy_400.mp4
A ball rolls across the gravel, colliding with another ball.
182
24
7.5833
832
480
218.736509
167.626632
505
400
3.2584
250.820992
3.043949
364
193
1.042
-1
-1
-1
100
348
3.0568
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_park_dirt_4k_angle_179.3260_force_184.0605_coordx_750_coordy_413.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
179.325963
184.060492
750
413
1.5656
177.137595
2.503123
315
425
2.7944
403
271
3.8578
-1
-1
-1
191
107
3.7096
529
85
1.3186
698
215
2.247
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_forest_leaves_04_4k_angle_140.8985_force_390.0085_coordx_545_coordy_199.mp4
A ball rolls forward, colliding with another ball on the ground.
182
24
7.5833
832
480
140.89852
390.008519
545
199
3.2286
149.743563
3.473111
239
423
1.9189
271
239
2.6962
632
426
2.0765
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_pebble_ground_01_4k_angle_136.7014_force_146.4717_coordx_593_coordy_177.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
136.701355
146.471676
593
177
1.0471
131.633539
1.505199
404
360
1.6442
255
107
3.4657
709
288
2.1853
205
293
2.3713
704
413
2.5414
130
422
2.8352
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_rock_08_4k_angle_198.2954_force_355.6053_coordx_755_coordy_299.mp4
A ball rolls across the surface, colliding with another ball.
182
24
7.5833
832
480
198.295374
355.605262
755
299
3.3081
181.101706
6.501202
207
183
1.2084
563
410
3.29
-1
-1
-1
161
412
3.2126
647
156
1.2366
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_aerial_beach_01_4k_angle_352.5507_force_377.1663_coordx_340_coordy_386_no_collisions.mp4
A ball rolls across a textured surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
352.550701
377.166268
340
386
3.5952
-1
-1
-1
-1
-1
71
196
3.8146
450
109
2.4939
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_park_dirt_4k_angle_342.1291_force_278.2288_coordx_96_coordy_346.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
342.129126
278.228807
96
346
1.64
288.434949
4.743416
298
119
1.0045
580
374
2.5002
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_red_dirt_mud_01_4k_angle_351.5549_force_255.2709_coordx_486_coordy_306.mp4
A ball rolls across the ground, colliding with another ball.
182
24
7.5833
832
480
351.554897
255.270946
486
306
3.0256
339.443955
2.136001
763
248
1.7356
170
257
1.7394
427
394
1.7341
155
405
2.0382
-1
-1
-1
780
418
2.2881
84
100
2.6584
475
162
2.3971
-1
-1
-1
background_red_mud_stones_4k_angle_48.9909_force_80.7876_coordx_501_coordy_320.mp4
A ball rolls forward, colliding with a stationary ball.
182
24
7.5833
832
480
48.990913
80.787625
501
320
1.2625
15.255119
1.425219
669
378
3.8027
238
352
1.0184
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_forrest_ground_03_4k_angle_337.3644_force_275.1606_coordx_169_coordy_200.mp4
A ball rolls forward, colliding with another ball.
182
24
7.5833
832
480
337.364429
275.160639
169
200
2.919
340.559965
4.506939
429
102
2.637
764
407
1.5689
116
352
1.1201
756
274
3.5489
377
436
2.556
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_terrain_red_01_4k_angle_40.4622_force_267.8755_coordx_475_coordy_248.mp4
A ball rolls across the gravel, colliding with another ball.
182
24
7.5833
832
480
40.462227
267.875491
475
248
2.1174
12.200469
4.731873
690
355
3.8307
-1
-1
-1
82
370
1.7965
292
270
2.295
460
419
1.4525
644
95
2.3417
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_dirt_aerial_03_4k_angle_6.3016_force_107.6346_coordx_93_coordy_345.mp4
A ball rolls forward, colliding with one of the other balls.
182
24
7.5833
832
480
6.301609
107.6346
93
345
1.9693
10.304846
2.795085
493
400
2.1365
-1
-1
-1
645
113
2.2424
246
198
1.775
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_forest_leaves_04_4k_angle_118.1507_force_239.9162_coordx_155_coordy_256.mp4
A ball rolls forward, colliding with another ball on the ground.
182
24
7.5833
832
480
118.150689
239.916156
155
256
3.2934
104.036243
1.030776
93
390
2.8012
318
297
2.1044
494
353
2.9639
719
375
1.5654
555
434
1.3544
731
235
3.8835
343
402
3.8992
-1
-1
-1
-1
-1
-1
background_shell_floor_01_4k_angle_124.9194_force_137.5100_coordx_392_coordy_228.mp4
A ball rolls forward, colliding with another ball on the ground.
182
24
7.5833
832
480
124.919402
137.509972
392
228
1.2901
116.565051
0.559017
261
421
2.544
641
365
3.8182
72
224
3.7398
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_rock_01_4k_angle_333.9477_force_342.5761_coordx_381_coordy_240_no_collisions.mp4
A ball rolls across the concrete surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
333.947709
342.576077
381
240
1.8601
-1
-1
-1
-1
-1
117
114
3.759
772
363
1.0242
240
107
3.3439
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_terrain_red_01_4k_angle_341.5091_force_389.0595_coordx_280_coordy_433_no_collisions.mp4
The camera captures a ball rolling across a gravel surface, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
341.509126
389.05945
280
433
2.9744
-1
-1
-1
-1
-1
171
412
2.5283
630
155
2.5873
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_leaves_forest_ground_4k_angle_149.0734_force_245.5061_coordx_502_coordy_358_no_collisions.mp4
A ball rolls across the leaf-covered ground, moving steadily forward, while the other balls remain stationary.
182
24
7.5833
832
480
149.073376
245.506118
502
358
3.3113
-1
-1
-1
-1
-1
172
382
1.592
178
140
1.587
587
129
1.7561
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_coast_sand_02_4k_angle_177.5918_force_243.1145_coordx_543_coordy_252.mp4
A ball rolls forward, colliding with a stationary ball.
182
24
7.5833
832
480
177.591784
243.11452
543
252
1.2652
176.82017
4.506939
68
273
2.2862
390
339
3.8864
-1
-1
-1
628
414
3.4579
248
79
1.2663
730
131
3.6388
71
422
1.5575
-1
-1
-1
-1
-1
-1
background_sand_01_4k_angle_20.4623_force_86.4294_coordx_641_coordy_419.mp4
A ball rolls across the ground, colliding with another ball.
182
24
7.5833
832
480
20.462272
86.429376
641
419
2.2617
9.462322
0.760345
747
439
1.8379
291
279
3.8511
-1
-1
-1
696
151
1.6475
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
-1
background_red_dirt_mud_01_4k_angle_159.5377_force_151.5717_coordx_223_coordy_289.mp4
A ball rolls across the ground, colliding with another ball.
182
24
7.5833
832
480
159.537728
151.571734
223
289
1.7321
139.398705
1.152443
152
348
1.3466
393
286
2.3327
643
390
2.1757
352
120
2.1406
396
426
2.9808
579
191
3.4509
-1
-1
-1
726
276
3.3621
-1
-1
-1
End of preview.

Dataset Card for Goal Force

We train a video model which allows users to define goals via explicit force vectors, and then the model generates the actions that make that force happen. We train the video model on synthetic data from physics simulators.

Dataset Details

Dataset Description

We train the model on a synthetic dataset of simple causal chains (colliding balls, falling dominos) and complex dynamics (swaying flowers), generated using Blender and PhysDreamer. This dataset contains three scenarios:

  • Dominos (3k videos): Generated in Blender, these videos show a line of dominos where a direct force on one initiates a chain reaction, linking the “cause” to a “goal force” on a downstream domino.
  • Rolling Balls (6k videos): Blender scenes of multiple balls. A direct force is applied to a “projectile” ball, which is aimed to either collide with a “target” ball (4.5k videos) or miss it (1.5k videos).
  • PhysDreamer Carnation (3k videos): Videos of a flower swaying after being poked, generated with PhysDreamer, a method that integrates 3D Gaussians and a physics simulator. This component teaches the model complex, non-rigid dynamics from a direct force.
  • Shared by: [Brown University]
  • License: [MIT]

Dataset Sources

See our project page [https://goal-force.github.io/] for more information.

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