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jasminmartin
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vision_based_aircraft_detection_dataset

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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 1 new columns ({'range'})

This happened while the csv dataset builder was generating data using

hf://datasets/jasminmartin/vision_based_aircraft_detection_dataset/Target Labels/target-aircarft-labels/M1_labels.csv (at revision 02b85bc1704d9c40dcb1f07bfb199c6bd8152bba)

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 "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1831, in _prepare_split_single
                  writer.write_table(table)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/arrow_writer.py", line 644, in write_table
                  pa_table = table_cast(pa_table, self._schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2272, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/table.py", line 2218, in cast_table_to_schema
                  raise CastError(
              datasets.table.CastError: Couldn't cast
              Unnamed: 0: int64
              frame: int64
              u: double
              v: double
              range: double
              -- schema metadata --
              pandas: '{"index_columns": [{"kind": "range", "name": null, "start": 0, "' + 803
              to
              {'Unnamed: 0': Value('int64'), 'frame': Value('int64'), 'u': Value('float64'), 'v': Value('float64')}
              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 1451, in compute_config_parquet_and_info_response
                  parquet_operations, partial, estimated_dataset_info = stream_convert_to_parquet(
                File "/src/services/worker/src/worker/job_runners/config/parquet_and_info.py", line 994, in stream_convert_to_parquet
                  builder._prepare_split(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1702, in _prepare_split
                  for job_id, done, content in self._prepare_split_single(
                File "/src/services/worker/.venv/lib/python3.9/site-packages/datasets/builder.py", line 1833, 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 1 new columns ({'range'})
              
              This happened while the csv dataset builder was generating data using
              
              hf://datasets/jasminmartin/vision_based_aircraft_detection_dataset/Target Labels/target-aircarft-labels/M1_labels.csv (at revision 02b85bc1704d9c40dcb1f07bfb199c6bd8152bba)
              
              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.

Unnamed: 0 int64	frame int64	u float64	v float64
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27	81,922	641	681
28	81,923	641	681
29	81,924	641	681
30	81,925	641	681
31	81,926	641	681
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34	81,929	641	681
35	81,930	641	681
36	81,931	641	681
37	81,932	641	681
38	81,933	641	681
39	81,934	641	681
40	81,935	641	681
41	81,936	641	681
42	81,937	641	681
43	81,938	641	681
44	81,939	641	681
45	81,940	641	681
46	81,941	641	681
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48	81,943	641	681
49	81,944	641	681
50	81,945	641	681
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54	81,949	641	681
55	81,950	641	681
56	81,951	641	681
57	81,952	641	681
58	81,953	641	681
59	81,954	641	681
60	81,955	641	681
61	81,956	641	681
62	81,957	641	681
63	81,958	641	681
64	81,959	641	681
65	81,960	641	681
66	81,961	641	681
67	81,962	641	681
68	81,963	641	681
69	81,964	641	681
70	81,965	641	681
71	81,966	641	681
72	81,967	641	681
73	81,968	641	681
74	81,969	641	681
75	81,970	641	681
76	81,971	641	681
77	81,972	641	681
78	81,973	641	681
79	81,974	641	681
80	81,975	641	681
81	81,976	641	681
82	81,977	641	681
83	81,978	641	681
84	81,979	641	681
85	81,980	641	681
86	81,981	641	681
87	81,982	641	681
88	81,983	641	681
89	81,984	641	681
90	81,985	641	681
91	81,986	641	681
92	81,987	641	681
93	81,988	641	681
94	81,989	641	681
95	81,990	641	681
96	81,991	641	681
97	81,992	641	681
98	81,993	641	681
99	81,994	641	681

End of preview.

A dataset of stationary, fixed-wing aircraft on a collision course for vision-based sense and avoid.

The dataset consists of 15 uncompressed, high-resolution image sequences containing 55,521 images of a fixed-wing aircraft approaching a stationary, grounded camera.

Ground truth labels and videos of the image sequences are also provided.

This dataset is licensed under the BSD-3 license. If you use this dataset please cite the following paper: Martin, J., Riseley, J., & Ford, J. J. (2022, June). A dataset of stationary, fixed-wing aircraft on a collision course for vision-based sense and avoid. In 2022 International Conference on Unmanned Aircraft Systems (ICUAS) (pp. 144-149). IEEE.

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