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The dataset generation failed because of a cast error
Error code: DatasetGenerationCastError
Exception: DatasetGenerationCastError
Message: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 7 new columns ({'strength', 'checked_by', 'seg_b', 'seg_a', 'label', 'reason', 'notes'}) and 21 missing columns ({'lat', 'walkability_hint', 'step2b_comment', 'adopted_flag', 'sequence_idx', 'image_path', 'segment_group', 'human_presence_hint', 'route_type', 'is_intersection', 'brightness_hint', 'comparison_zone', 'route_direction', 'segment_id', 'openness_hint', 'original_filename', 'lon', 'drop_reason', 'note', 'time_bucket', 'visibility_hint'}).
This happened while the csv dataset builder was generating data using
hf://datasets/taiki117/michiakari-safe-route-dataset/data/pairwise_dataset.csv (at revision 91fc03bbdb9b4c9b90befd88d4a823c766a7cb75), [/tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/image_index_main.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/image_index_main.csv), /tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/pairwise_dataset.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/pairwise_dataset.csv), /tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/pairwise_labels.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/pairwise_labels.csv), /tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/segment_dataset.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/segment_dataset.csv), /tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/sample_outputs/segment_scores_tie_pairplus2.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/sample_outputs/segment_scores_tie_pairplus2.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)
Traceback: Traceback (most recent call last):
File "/usr/local/lib/python3.12/site-packages/datasets/builder.py", line 1890, in _prepare_split_single
writer.write_table(table)
File "/usr/local/lib/python3.12/site-packages/datasets/arrow_writer.py", line 760, in write_table
pa_table = table_cast(pa_table, self._schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2272, in table_cast
return cast_table_to_schema(table, schema)
^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^
File "/usr/local/lib/python3.12/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
raise CastError(
datasets.table.CastError: Couldn't cast
seg_a: string
seg_b: string
label: int64
strength: string
reason: string
checked_by: string
notes: string
-- schema metadata --
pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 1045
to
{'image_path': Value('string'), 'original_filename': Value('string'), 'route_type': Value('string'), 'route_direction': Value('string'), 'segment_id': Value('string'), 'sequence_idx': Value('int64'), 'lat': Value('float64'), 'lon': Value('float64'), 'adopted_flag': Value('int64'), 'drop_reason': Value('string'), 'time_bucket': Value('string'), 'is_intersection': Value('int64'), 'brightness_hint': Value('float64'), 'visibility_hint': Value('float64'), 'human_presence_hint': Value('float64'), 'openness_hint': Value('float64'), 'walkability_hint': Value('float64'), 'note': Value('string'), 'comparison_zone': Value('string'), 'segment_group': Value('string'), 'step2b_comment': Value('string')}
because column names don't match
During handling of the above exception, another exception occurred:
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 1739, 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 1892, in _prepare_split_single
raise DatasetGenerationCastError.from_cast_error(
datasets.exceptions.DatasetGenerationCastError: An error occurred while generating the dataset
All the data files must have the same columns, but at some point there are 7 new columns ({'strength', 'checked_by', 'seg_b', 'seg_a', 'label', 'reason', 'notes'}) and 21 missing columns ({'lat', 'walkability_hint', 'step2b_comment', 'adopted_flag', 'sequence_idx', 'image_path', 'segment_group', 'human_presence_hint', 'route_type', 'is_intersection', 'brightness_hint', 'comparison_zone', 'route_direction', 'segment_id', 'openness_hint', 'original_filename', 'lon', 'drop_reason', 'note', 'time_bucket', 'visibility_hint'}).
This happened while the csv dataset builder was generating data using
hf://datasets/taiki117/michiakari-safe-route-dataset/data/pairwise_dataset.csv (at revision 91fc03bbdb9b4c9b90befd88d4a823c766a7cb75), [/tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/image_index_main.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/image_index_main.csv), /tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/pairwise_dataset.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/pairwise_dataset.csv), /tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/pairwise_labels.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/pairwise_labels.csv), /tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/segment_dataset.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/data/segment_dataset.csv), /tmp/hf-datasets-cache/medium/datasets/44257894278359-config-parquet-and-info-taiki117-michiakari-safe--b866ffef/hub/datasets--taiki117--michiakari-safe-route-dataset/snapshots/91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/sample_outputs/segment_scores_tie_pairplus2.csv (origin=hf://datasets/taiki117/michiakari-safe-route-dataset@91fc03bbdb9b4c9b90befd88d4a823c766a7cb75/sample_outputs/segment_scores_tie_pairplus2.csv)]
Please either edit the data files to have matching columns, or separate them into different configurations (see docs at https://hf.co/docs/hub/datasets-manual-configuration#multiple-configurations)Need help to make the dataset viewer work? Make sure to review how to configure the dataset viewer, and open a discussion for direct support.
image_path string | original_filename string | route_type string | route_direction string | segment_id string | sequence_idx int64 | lat float64 | lon float64 | adopted_flag int64 | drop_reason null | time_bucket string | is_intersection int64 | brightness_hint null | visibility_hint null | human_presence_hint null | openness_hint null | walkability_hint null | note string | comparison_zone string | segment_group string | step2b_comment string |
|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|---|
photos_jpg/IMG_0163.jpg | IMG_0163.HEIC | shortest | return | s_07 | 1 | 34.71985 | 135.480867 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=1 point_idx=40 route_conf=medium dist=62.1m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0164.jpg | IMG_0164.HEIC | shortest | return | s_07 | 2 | 34.720628 | 135.480867 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=1 point_idx=38 route_conf=high dist=16.7m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0165.jpg | IMG_0165.HEIC | safest | return | s_04 | 1 | 34.721819 | 135.482208 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=1 point_idx=24 route_conf=medium dist=72.9m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0166.jpg | IMG_0166.HEIC | safest | return | s_04 | 2 | 34.722144 | 135.483336 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=1 point_idx=22 route_conf=high dist=34.4m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0167.jpg | IMG_0167.HEIC | safest | return | s_04 | 3 | 34.722378 | 135.483261 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=1 point_idx=22 route_conf=high dist=60.9m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0168.jpg | IMG_0168.HEIC | safest | return | s_03 | 1 | 34.722253 | 135.483672 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=1 point_idx=20 route_conf=high dist=46.2m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0171.jpg | IMG_0171.HEIC | safest | return | s_01 | 1 | 34.723367 | 135.486375 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=2 point_idx=4 route_conf=high dist=69.3m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0172.jpg | IMG_0172.HEIC | safest | return | s_01 | 2 | 34.723306 | 135.486297 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=2 point_idx=5 route_conf=high dist=66.7m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0173.jpg | IMG_0173.HEIC | safest | return | s_02 | 1 | 34.723008 | 135.485444 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=9 route_conf=high dist=80.1m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0174.jpg | IMG_0174.HEIC | safest | return | s_02 | 2 | 34.723 | 135.485444 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=9 route_conf=high dist=79.3m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0175.jpg | IMG_0175.HEIC | safest | return | s_03 | 2 | 34.722328 | 135.483856 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=19 route_conf=high dist=54.5m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0176.jpg | IMG_0176.HEIC | safest | return | s_03 | 3 | 34.722317 | 135.483856 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=19 route_conf=high dist=53.3m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0177.jpg | IMG_0177.HEIC | safest | return | s_04 | 4 | 34.721992 | 135.482819 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=23 route_conf=high dist=35.2m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0178.jpg | IMG_0178.HEIC | safest | return | s_04 | 5 | 34.721992 | 135.482819 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=23 route_conf=high dist=35.2m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0179.jpg | IMG_0179.HEIC | shortest | return | s_06 | 1 | 34.721775 | 135.481858 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=31 route_conf=low dist=100.9m | branch | shortest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0180.jpg | IMG_0180.HEIC | shortest | return | s_06 | 2 | 34.721744 | 135.481828 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=31 route_conf=low dist=98.9m | branch | shortest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0181.jpg | IMG_0181.HEIC | safest | return | s_07 | 1 | 34.719789 | 135.481522 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=42 route_conf=medium dist=76.6m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0182.jpg | IMG_0182.HEIC | safest | return | s_07 | 2 | 34.719592 | 135.481414 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=42 route_conf=high dist=55.2m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0183.jpg | IMG_0183.HEIC | safest | return | s_07 | 3 | 34.7196 | 135.481247 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=2 point_idx=43 route_conf=high dist=55.8m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0186.jpg | IMG_0186.HEIC | shortest | return | s_08 | 1 | 34.719578 | 135.479644 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=3 point_idx=46 route_conf=low dist=46.4m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0188.jpg | IMG_0188.HEIC | safest | return | s_09 | 1 | 34.719333 | 135.478364 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=3 point_idx=59 route_conf=low dist=26.0m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0189.jpg | IMG_0189.HEIC | safest | return | s_09 | 2 | 34.719325 | 135.478347 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=3 point_idx=59 route_conf=low dist=25.0m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0190.jpg | IMG_0190.HEIC | safest | return | s_09 | 3 | 34.719292 | 135.478103 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=3 point_idx=60 route_conf=low dist=22.3m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0191.jpg | IMG_0191.HEIC | shortest | return | s_10 | 1 | 34.719272 | 135.476792 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=3 point_idx=60 route_conf=medium dist=5.0m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0192.jpg | IMG_0192.HEIC | shortest | return | s_11 | 1 | 34.719228 | 135.476303 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=3 point_idx=62 route_conf=medium dist=5.3m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0193.jpg | IMG_0193.HEIC | shortest | return | s_11 | 2 | 34.719228 | 135.476319 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=3 point_idx=62 route_conf=medium dist=4.9m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0194.jpg | IMG_0194.HEIC | shortest | return | s_11 | 3 | 34.719189 | 135.475478 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=3 point_idx=66 route_conf=low dist=10.1m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0195.jpg | IMG_0195.HEIC | shortest | return | s_11 | 4 | 34.719186 | 135.475389 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=3 point_idx=67 route_conf=low dist=9.9m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0196.jpg | IMG_0196.HEIC | shortest | return | s_11 | 5 | 34.719186 | 135.475297 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=3 point_idx=67 route_conf=low dist=10.7m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0197.jpg | IMG_0197.HEIC | safest | return | s_11 | 1 | 34.719197 | 135.475236 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=3 point_idx=76 route_conf=low dist=14.1m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0199.jpg | IMG_0199.HEIC | safest | return | s_08 | 1 | 34.719406 | 135.479081 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=55 route_conf=medium dist=34.0m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0200.jpg | IMG_0200.HEIC | safest | return | s_07 | 4 | 34.719703 | 135.480819 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=46 route_conf=low dist=67.4m | end_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0201.jpg | IMG_0201.HEIC | safest | return | s_07 | 5 | 34.719597 | 135.481064 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=44 route_conf=high dist=55.5m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0202.jpg | IMG_0202.HEIC | safest | return | s_07 | 6 | 34.719703 | 135.481553 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=42 route_conf=high dist=67.2m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0203.jpg | IMG_0203.HEIC | safest | return | s_06 | 1 | 34.719692 | 135.48195 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=40 route_conf=high dist=65.9m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0204.jpg | IMG_0204.HEIC | safest | return | s_05 | 1 | 34.71975 | 135.482269 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=32 route_conf=high dist=55.4m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0205.jpg | IMG_0205.HEIC | safest | return | s_05 | 2 | 34.719703 | 135.48285 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=33 route_conf=high dist=9.2m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0206.jpg | IMG_0206.HEIC | safest | return | s_05 | 3 | 34.719775 | 135.482894 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=32 route_conf=high dist=5.5m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0207.jpg | IMG_0207.HEIC | safest | return | s_05 | 4 | 34.720292 | 135.482881 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=29 route_conf=high dist=8.3m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0208.jpg | IMG_0208.HEIC | safest | return | s_05 | 5 | 34.720608 | 135.482925 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=28 route_conf=high dist=6.6m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0209.jpg | IMG_0209.HEIC | safest | return | s_04 | 6 | 34.720903 | 135.482864 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=26 route_conf=medium dist=6.3m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0210.jpg | IMG_0210.HEIC | safest | return | s_04 | 7 | 34.721214 | 135.48285 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=25 route_conf=low dist=10.0m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0211.jpg | IMG_0211.HEIC | safest | return | s_04 | 8 | 34.721747 | 135.482789 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=24 route_conf=high dist=22.6m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0212.jpg | IMG_0212.HEIC | safest | return | s_04 | 9 | 34.721736 | 135.482789 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=24 route_conf=high dist=21.8m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0213.jpg | IMG_0213.HEIC | shortest | return | s_06 | 3 | 34.7215 | 135.481811 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=32 route_conf=high dist=73.8m | branch | shortest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0215.jpg | IMG_0215.HEIC | shortest | return | s_06 | 4 | 34.721581 | 135.481811 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=32 route_conf=medium dist=82.3m | branch | shortest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0217.jpg | IMG_0217.HEIC | safest | return | s_04 | 10 | 34.721956 | 135.482711 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=23 route_conf=high dist=42.5m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0218.jpg | IMG_0218.HEIC | safest | return | s_04 | 11 | 34.722081 | 135.483217 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=23 route_conf=high dist=28.5m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0219.jpg | IMG_0219.HEIC | safest | return | s_04 | 12 | 34.722122 | 135.483306 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=22 route_conf=high dist=32.2m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0220.jpg | IMG_0220.HEIC | safest | return | s_04 | 13 | 34.722197 | 135.483519 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=21 route_conf=high dist=39.8m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0221.jpg | IMG_0221.HEIC | safest | return | s_03 | 4 | 34.72245 | 135.484147 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=18 route_conf=medium dist=68.0m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0222.jpg | IMG_0222.HEIC | safest | return | s_03 | 5 | 34.722472 | 135.484208 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=17 route_conf=medium dist=69.6m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0225.jpg | IMG_0225.HEIC | safest | return | s_02 | 3 | 34.722708 | 135.484786 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=13 route_conf=medium dist=82.4m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0226.jpg | IMG_0226.HEIC | safest | return | s_02 | 4 | 34.7228 | 135.485061 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=11 route_conf=medium dist=78.6m | branch | safest_only | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0228.jpg | IMG_0228.HEIC | safest | return | s_02 | 5 | 34.722875 | 135.485275 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=10 route_conf=medium dist=75.8m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0229.jpg | IMG_0229.HEIC | safest | return | s_02 | 6 | 34.722917 | 135.485444 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=9 route_conf=high dist=71.5m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0230.jpg | IMG_0230.HEIC | safest | return | s_02 | 7 | 34.723042 | 135.485656 | 1 | null | night | 0 | null | null | null | null | null | auto_from_exif session=4 point_idx=8 route_conf=high dist=72.9m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0231.jpg | IMG_0231.HEIC | safest | return | s_01 | 3 | 34.723164 | 135.485992 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=4 point_idx=6 route_conf=high dist=68.2m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0232.jpg | IMG_0232.HEIC | safest | return | s_01 | 4 | 34.723411 | 135.486617 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=4 point_idx=3 route_conf=medium dist=62.1m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0233.jpg | IMG_0233.HEIC | safest | return | s_01 | 5 | 34.72335 | 135.486694 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=4 point_idx=3 route_conf=medium dist=52.5m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0234.jpg | IMG_0234.HEIC | safest | return | s_01 | 6 | 34.723264 | 135.486694 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=4 point_idx=3 route_conf=medium dist=44.7m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0236.jpg | IMG_0236.HEIC | safest | return | s_01 | 7 | 34.723214 | 135.486786 | 1 | null | night | 1 | null | null | null | null | null | auto_from_exif session=4 point_idx=3 route_conf=medium dist=35.3m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
photos_jpg/IMG_0239.jpg | IMG_0239.HEIC | safest | return | s_01 | 8 | 34.724894 | 135.486817 | 0 | null | night | 1 | null | null | null | null | null | auto_from_exif session=4 point_idx=1 route_conf=low dist=190.8m | start_shared | shared | zone_assigned_from user route clarification + screenshot-guided longitude bands |
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null | null | safest | return | s_02 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | safest | return | s_03 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | safest | return | s_04 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | safest | return | s_05 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | safest | return | s_06 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | safest | return | s_07 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | safest | return | s_08 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | safest | return | s_09 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | safest | return | s_11 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
null | null | shortest | return | s_06 | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null | null |
End of preview.
michiakari-safe-route-dataset
夜道の安心ルート提案のために作成した、自作の比較学習用データセットです。
内容
- pairwise_labels.csv
- pairwise_dataset.csv
- segment_dataset.csv
- image_index_main.csv
- sample_outputs/*.json
- sample_outputs/segment_scores_tie_pairplus2.csv
規模
- 実画像: 63枚
- 区間: 15
作成方法
- 実地で夜道画像を収集
- 区間単位で整理
- 明るさ、見通し、人の気配、開放感、歩きやすさを参考に比較ラベルを作成
制約
- 地域特化
- 小規模
- 画像原本は軽量公開のため一部省略
ライセンス
MIT
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