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The dataset generation failed
Error code:   DatasetGenerationError
Exception:    CastError
Message:      Couldn't cast
frame: int64
timestamp: double
source_step: int64
source_step_timestamp: double
source_step_timestamp_raw_epoch_ms: double
source_step_time_delta_seconds: double
source_frame: int64
source_frames: struct<wrist_image_left: struct<frame: int64, timestamp: double, timestamp_raw_epoch_ms: int64, time (... 495 chars omitted)
  child 0, wrist_image_left: struct<frame: int64, timestamp: double, timestamp_raw_epoch_ms: int64, time_delta_seconds: double, m (... 73 chars omitted)
      child 0, frame: int64
      child 1, timestamp: double
      child 2, timestamp_raw_epoch_ms: int64
      child 3, time_delta_seconds: double
      child 4, match_method: string
      child 5, valid: bool
      child 6, reason_code: null
      child 7, reason_detail: null
  child 1, exterior_image_1_left: struct<frame: int64, timestamp: double, timestamp_raw_epoch_ms: int64, time_delta_seconds: double, m (... 73 chars omitted)
      child 0, frame: int64
      child 1, timestamp: double
      child 2, timestamp_raw_epoch_ms: int64
      child 3, time_delta_seconds: double
      child 4, match_method: string
      child 5, valid: bool
      child 6, reason_code: null
      child 7, reason_detail: null
  child 2, exterior_image_2_left: struct<frame: int64, timestamp: double, timestamp_raw_epoch_ms: int64, time_delta_seconds: double, m (... 73 chars omitted)
      child 0, frame: int64
      child 1, timestamp: double
      child 2, timestamp_raw_epoch_ms: int64
      child 3, time_delta_seconds: double
      child 4, match_method: string
      child 5, valid: bool
      child 6, reason_code: null
      child 7, reason_detail: null
valid: bool
exclusion_reasons: list<item: null>
  child 0, item: null
reason_detail: null
camera_id: string
time_delta_seconds: double
intrinsic_source: string
distortion_model: string
reason_code: null
extrinsic_source: string
image_rectified: bool
distortion_coefficients: list<item: null>
  child 0, item: null
extrinsic_world_to_camera_cv: list<item: list<item: double>>
  child 0, item: list<item: double>
      child 0, item: double
intrinsic_cv: list<item: list<item: double>>
  child 0, item: list<item: double>
      child 0, item: double
height: int64
width: int64
source_timestamp: double
intrinsic_valid: bool
extrinsic_valid: bool
sync_valid: bool
camera_model: string
calibration_id: string
to
{'frame': Value('int64'), 'timestamp': Value('float64'), 'camera_id': Value('string'), 'source_frame': Value('int64'), 'source_timestamp': Value('float64'), 'time_delta_seconds': Value('float64'), 'width': Value('int64'), 'height': Value('int64'), 'camera_model': Value('string'), 'intrinsic_cv': List(List(Value('float64'))), 'distortion_model': Value('string'), 'distortion_coefficients': List(Value('null')), 'image_rectified': Value('bool'), 'extrinsic_world_to_camera_cv': List(List(Value('float64'))), 'calibration_id': Value('string'), 'intrinsic_source': Value('string'), 'extrinsic_source': Value('string'), 'intrinsic_valid': Value('bool'), 'extrinsic_valid': Value('bool'), 'sync_valid': Value('bool'), 'valid': Value('bool'), 'reason_code': Value('null'), 'reason_detail': Value('null')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1827, in _prepare_split_single
                  for key, table in generator:
                                    ^^^^^^^^^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 613, in wrapped
                  for item in generator(*args, **kwargs):
                              ~~~~~~~~~^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 343, in _generate_tables
                  self._cast_table(pa_table, json_field_paths=json_field_paths),
                  ~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/packaged_modules/json/json.py", line 132, in _cast_table
                  pa_table = table_cast(pa_table, self.info.features.arrow_schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2378, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2306, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              frame: int64
              timestamp: double
              source_step: int64
              source_step_timestamp: double
              source_step_timestamp_raw_epoch_ms: double
              source_step_time_delta_seconds: double
              source_frame: int64
              source_frames: struct<wrist_image_left: struct<frame: int64, timestamp: double, timestamp_raw_epoch_ms: int64, time (... 495 chars omitted)
                child 0, wrist_image_left: struct<frame: int64, timestamp: double, timestamp_raw_epoch_ms: int64, time_delta_seconds: double, m (... 73 chars omitted)
                    child 0, frame: int64
                    child 1, timestamp: double
                    child 2, timestamp_raw_epoch_ms: int64
                    child 3, time_delta_seconds: double
                    child 4, match_method: string
                    child 5, valid: bool
                    child 6, reason_code: null
                    child 7, reason_detail: null
                child 1, exterior_image_1_left: struct<frame: int64, timestamp: double, timestamp_raw_epoch_ms: int64, time_delta_seconds: double, m (... 73 chars omitted)
                    child 0, frame: int64
                    child 1, timestamp: double
                    child 2, timestamp_raw_epoch_ms: int64
                    child 3, time_delta_seconds: double
                    child 4, match_method: string
                    child 5, valid: bool
                    child 6, reason_code: null
                    child 7, reason_detail: null
                child 2, exterior_image_2_left: struct<frame: int64, timestamp: double, timestamp_raw_epoch_ms: int64, time_delta_seconds: double, m (... 73 chars omitted)
                    child 0, frame: int64
                    child 1, timestamp: double
                    child 2, timestamp_raw_epoch_ms: int64
                    child 3, time_delta_seconds: double
                    child 4, match_method: string
                    child 5, valid: bool
                    child 6, reason_code: null
                    child 7, reason_detail: null
              valid: bool
              exclusion_reasons: list<item: null>
                child 0, item: null
              reason_detail: null
              camera_id: string
              time_delta_seconds: double
              intrinsic_source: string
              distortion_model: string
              reason_code: null
              extrinsic_source: string
              image_rectified: bool
              distortion_coefficients: list<item: null>
                child 0, item: null
              extrinsic_world_to_camera_cv: list<item: list<item: double>>
                child 0, item: list<item: double>
                    child 0, item: double
              intrinsic_cv: list<item: list<item: double>>
                child 0, item: list<item: double>
                    child 0, item: double
              height: int64
              width: int64
              source_timestamp: double
              intrinsic_valid: bool
              extrinsic_valid: bool
              sync_valid: bool
              camera_model: string
              calibration_id: string
              to
              {'frame': Value('int64'), 'timestamp': Value('float64'), 'camera_id': Value('string'), 'source_frame': Value('int64'), 'source_timestamp': Value('float64'), 'time_delta_seconds': Value('float64'), 'width': Value('int64'), 'height': Value('int64'), 'camera_model': Value('string'), 'intrinsic_cv': List(List(Value('float64'))), 'distortion_model': Value('string'), 'distortion_coefficients': List(Value('null')), 'image_rectified': Value('bool'), 'extrinsic_world_to_camera_cv': List(List(Value('float64'))), 'calibration_id': Value('string'), 'intrinsic_source': Value('string'), 'extrinsic_source': Value('string'), 'intrinsic_valid': Value('bool'), 'extrinsic_valid': Value('bool'), 'sync_valid': Value('bool'), 'valid': Value('bool'), 'reason_code': Value('null'), 'reason_detail': Value('null')}
              because column names don't match
              
              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 1369, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                                                                        ~~~~~~~~~~~~~~~~~~~~~~~~~^
                      builder, max_dataset_size_bytes=max_dataset_size_bytes
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  )
                  ^
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 948, in stream_convert_to_parquet
                  builder._prepare_split(split_generator=splits_generators[split], file_format="parquet")
                  ~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1694, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                                               ~~~~~~~~~~~~~~~~~~~~~~~~~~^
                      gen_kwargs=gen_kwargs, job_id=job_id, **_prepare_split_args
                      ^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
                  ):
                  ^
                File "/usr/local/lib/python3.14/site-packages/datasets/builder.py", line 1880, 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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frame
int64
timestamp
float64
camera_id
string
source_frame
int64
source_timestamp
float64
time_delta_seconds
float64
width
int64
height
int64
camera_model
string
intrinsic_cv
list
distortion_model
string
distortion_coefficients
list
image_rectified
bool
extrinsic_world_to_camera_cv
list
calibration_id
string
intrinsic_source
string
extrinsic_source
string
intrinsic_valid
bool
extrinsic_valid
bool
sync_valid
bool
valid
bool
reason_code
null
reason_detail
null
0
0
wrist_image_left
0
-0.010754
-0.010754
1,280
720
pinhole
[ [ 732.2020874023438, 0, 640.0441284179688 ], [ 0, 732.2020874023438, 365.7880554199219 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.01457604061724452, 0.9994609369965551, 0.029417247626058695, 0.13479730633039633 ], [ 0.9701438696948205, 0.007013050938568834, 0.24242873016639832, -0.3984329614479876 ], [ 0.24209174115091942, 0.03207261346540778, -0.9697231235419802, 0.3027994049560670...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:18026681:left:hdf5-step-0
supplemental_calibration
dataset_metadata
true
true
true
true
null
null
0
0
exterior_image_1_left
0
-0.000754
-0.000754
1,280
720
pinhole
[ [ 524.268798828125, 0, 639.7784423828125 ], [ 0, 524.268798828125, 370.2781677246094 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.5495028945420634, -0.8346306131586517, -0.03792503748591273, 0.38850609224846927 ], [ -0.26792249070021146, 0.21902620549163002, -0.9382137604431806, 0.38607351878459545 ], [ 0.7913685032062431, -0.5053902065595969, -0.34397184659032587, 0.198484277600475...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:22008760:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
0
0
exterior_image_2_left
0
0.015246
0.015246
1,280
720
pinhole
[ [ 531.864501953125, 0, 636.1509399414062 ], [ 0, 531.864501953125, 344.0090026855469 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ 0.5196638840728395, -0.8506469680251817, 0.07968176315755272, -0.44908514430700974 ], [ -0.37475234028591814, -0.310759563609974, -0.873492516897063, 0.40229321329325995 ], [ 0.7677956310376856, 0.4240615868178868, -0.4802724638628971, 0.2688471082247858 ]...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:24400334:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
1
0.069039
wrist_image_left
1
0.073246
0.004207
1,280
720
pinhole
[ [ 732.2020874023438, 0, 640.0441284179688 ], [ 0, 732.2020874023438, 365.7880554199219 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.0145009166869521, 0.9994748477453659, 0.02897847717904408, 0.13507613331128407 ], [ 0.9696850613294091, 0.006986760800303682, 0.24425819742252167, -0.3994967386752829 ], [ 0.24392745899102525, 0.03164196419152332, -0.9692771434694437, 0.3024796676078296 ...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:18026681:left:hdf5-step-1
supplemental_calibration
dataset_metadata
true
true
true
true
null
null
1
0.069039
exterior_image_1_left
1
0.082246
0.013207
1,280
720
pinhole
[ [ 524.268798828125, 0, 639.7784423828125 ], [ 0, 524.268798828125, 370.2781677246094 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.5495028945420634, -0.8346306131586517, -0.03792503748591273, 0.38850609224846927 ], [ -0.26792249070021146, 0.21902620549163002, -0.9382137604431806, 0.38607351878459545 ], [ 0.7913685032062431, -0.5053902065595969, -0.34397184659032587, 0.198484277600475...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:22008760:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
1
0.069039
exterior_image_2_left
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0.065246
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pinhole
[ [ 531.864501953125, 0, 636.1509399414062 ], [ 0, 531.864501953125, 344.0090026855469 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ 0.5196638840728395, -0.8506469680251817, 0.07968176315755272, -0.44908514430700974 ], [ -0.37475234028591814, -0.310759563609974, -0.873492516897063, 0.40229321329325995 ], [ 0.7677956310376856, 0.4240615868178868, -0.4802724638628971, 0.2688471082247858 ]...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:24400334:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
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null
null
2
0.139043
wrist_image_left
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pinhole
[ [ 732.2020874023438, 0, 640.0441284179688 ], [ 0, 732.2020874023438, 365.7880554199219 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.014465434902316509, 0.9994846411082037, 0.028656646382508907, 0.13525653273034532 ], [ 0.9692121238061369, 0.006970447831494529, 0.24612856787505666, -0.4004035358327522 ], [ 0.2458019736704423, 0.031334725877749915, -0.9688134622794429, 0.302289103457771...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:18026681:left:hdf5-step-2
supplemental_calibration
dataset_metadata
true
true
true
true
null
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exterior_image_1_left
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pinhole
[ [ 524.268798828125, 0, 639.7784423828125 ], [ 0, 524.268798828125, 370.2781677246094 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.5495028945420634, -0.8346306131586517, -0.03792503748591273, 0.38850609224846927 ], [ -0.26792249070021146, 0.21902620549163002, -0.9382137604431806, 0.38607351878459545 ], [ 0.7913685032062431, -0.5053902065595969, -0.34397184659032587, 0.198484277600475...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:22008760:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
2
0.139043
exterior_image_2_left
2
0.132246
-0.006797
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pinhole
[ [ 531.864501953125, 0, 636.1509399414062 ], [ 0, 531.864501953125, 344.0090026855469 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ 0.5196638840728395, -0.8506469680251817, 0.07968176315755272, -0.44908514430700974 ], [ -0.37475234028591814, -0.310759563609974, -0.873492516897063, 0.40229321329325995 ], [ 0.7677956310376856, 0.4240615868178868, -0.4802724638628971, 0.2688471082247858 ]...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:24400334:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
3
0.211042
wrist_image_left
3
0.206246
-0.004796
1,280
720
pinhole
[ [ 732.2020874023438, 0, 640.0441284179688 ], [ 0, 732.2020874023438, 365.7880554199219 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.0145218175358616, 0.99948786010107, 0.02851551027141241, 0.13531560470331022 ], [ 0.968898557950755, 0.007020205307001624, 0.2473586487640884, -0.40085338008049687 ], [ 0.24703178179417165, 0.03122073394447078, -0.9685042924817451, 0.3021799808957734 ] ...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:18026681:left:hdf5-step-3
supplemental_calibration
dataset_metadata
true
true
true
true
null
null
3
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exterior_image_1_left
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pinhole
[ [ 524.268798828125, 0, 639.7784423828125 ], [ 0, 524.268798828125, 370.2781677246094 ], [ 0, 0, 1 ] ]
none
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true
[ [ -0.5495028945420634, -0.8346306131586517, -0.03792503748591273, 0.38850609224846927 ], [ -0.26792249070021146, 0.21902620549163002, -0.9382137604431806, 0.38607351878459545 ], [ 0.7913685032062431, -0.5053902065595969, -0.34397184659032587, 0.198484277600475...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:22008760:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
3
0.211042
exterior_image_2_left
3
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pinhole
[ [ 531.864501953125, 0, 636.1509399414062 ], [ 0, 531.864501953125, 344.0090026855469 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ 0.5196638840728395, -0.8506469680251817, 0.07968176315755272, -0.44908514430700974 ], [ -0.37475234028591814, -0.310759563609974, -0.873492516897063, 0.40229321329325995 ], [ 0.7677956310376856, 0.4240615868178868, -0.4802724638628971, 0.2688471082247858 ]...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:24400334:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
4
0.280077
wrist_image_left
4
0.273246
-0.006831
1,280
720
pinhole
[ [ 732.2020874023438, 0, 640.0441284179688 ], [ 0, 732.2020874023438, 365.7880554199219 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.014532262213956862, 0.9994888004855524, 0.028477202441535312, 0.1353375294404998 ], [ 0.9688514579626463, 0.007033876218717219, 0.2475426771063822, -0.40094374866382604 ], [ 0.24721582829301122, 0.031187534197033708, -0.9684583997013549, 0.302159602528079...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:18026681:left:hdf5-step-4
supplemental_calibration
dataset_metadata
true
true
true
true
null
null
4
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exterior_image_1_left
4
0.282246
0.002169
1,280
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pinhole
[ [ 524.268798828125, 0, 639.7784423828125 ], [ 0, 524.268798828125, 370.2781677246094 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ -0.5495028945420634, -0.8346306131586517, -0.03792503748591273, 0.38850609224846927 ], [ -0.26792249070021146, 0.21902620549163002, -0.9382137604431806, 0.38607351878459545 ], [ 0.7913685032062431, -0.5053902065595969, -0.34397184659032587, 0.198484277600475...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:22008760:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
4
0.280077
exterior_image_2_left
4
0.282246
0.002169
1,280
720
pinhole
[ [ 531.864501953125, 0, 636.1509399414062 ], [ 0, 531.864501953125, 344.0090026855469 ], [ 0, 0, 1 ] ]
none
[]
true
[ [ 0.5196638840728395, -0.8506469680251817, 0.07968176315755272, -0.44908514430700974 ], [ -0.37475234028591814, -0.310759563609974, -0.873492516897063, 0.40229321329325995 ], [ 0.7677956310376856, 0.4240615868178868, -0.4802724638628971, 0.2688471082247858 ]...
droid:AUTOLab+0d4edc83+2023-10-21-19h-02m-35s:24400334:left:standalone-local-catalog-unpinned
supplemental_calibration
supplemental_calibration
true
true
true
true
null
null
5
0.351046
wrist_image_left
5
0.339246
-0.0118
1,280
720
pinhole
[ [ 732.2020874023438, 0, 640.0441284179688 ], [ 0, 732.2020874023438, 365.7880554199219 ], [ 0, 0, 1 ] ]
none
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End of preview.

CodeRobo DROID Segmentation

Private research dataset of frame-aligned DROID real RGB and full-scene instance/region segmentation with URDF-derived Franka/Robotiq point-line skeletons.

Each episode package is stored under episodes/<episode-id>/<package-name>/<run-id>/. New deliveries use lossless H.264/RGB lossless MP4 standalone real RGB and segmentation-plus-skeleton videos per camera, under training/real_rgb/ and training/conditioning_rgb/. Clip pairs are listed in training/pairs.jsonl, with canonical/source-frame timestamps in frame_pairs.jsonl. comparison.webm is only a review preview, never a training condition. Use the latest MP4 training run per episode/package. Superseded MKV/tar runs have been removed from the current dataset tree, not counted as extra examples. Lossless RGB H.264 is readable through OpenCV/FFmpeg; browser/hardware codec support can vary. The WebM comparison remains the browser preview.

New uploads exclude PNG intermediates, API responses, worker logs, duplicate previews and original unsampled MP4/H5 backups. Canonical real RGB is preserved losslessly, with official download provenance when the source cache exists. Local generated packages and source caches are removed after training upload verification. Superseded package/raw tar backups are removed from the current tree; ordinary Hub commit history has not been purged.

Canonical frame, original source frame, timestamp, camera identity, per-frame states, and pairing/quality records are preserved in the package. Default training conditions use the two exterior cameras. All canonical frames remain, including invalid frames with quality flags. These are not Blender or physics simulations. Object trajectory files are included only when available; the segmentation-only pipeline does not fabricate object 3D poses.

Segmentation and semantic labels are model predictions, not independent manual ground truth. completed_needs_review and not_evaluated labels must remain intact. Storage verification is not a claim of segmentation or reconstruction accuracy.

Source data: DROID. Code: hku-sail/CodeRobo. Consult the original DROID data terms before any redistribution or downstream use; this card does not assign a new license to source data or generated annotations.

Local generated packages are removed only after their pinned Hub commit has been verified. Credentials, model weights, and unrelated project data are never included.

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