Datasets:

shuaishuaicdp
/

HUD-Image-Detection

Error code:   StreamingRowsError
Exception:    CastError
Message:      Couldn't cast
file: string
generated_mode: string
transparent_mode: string
width: int64
height: int64
alpha_min: int64
alpha_max: int64
generated_bytes: int64
transparent_bytes: int64
output: string
retry_model: string
reason: string
retry_prompt_model: string
method: string
retry_quality: string
to
{'output': Value('string'), 'method': Value('string'), 'reason': Value('string'), 'retry_model': Value('string'), 'retry_prompt_model': Value('string'), 'retry_quality': Value('string')}
because column names don't match
Traceback:    Traceback (most recent call last):
                File "/src/services/worker/src/worker/utils.py", line 149, in get_rows_or_raise
                  return get_rows(
                      dataset=dataset,
                  ...<4 lines>...
                      column_names=column_names,
                  )
                File "/src/libs/libcommon/src/libcommon/utils.py", line 272, in decorator
                  return func(*args, **kwargs)
                File "/src/services/worker/src/worker/utils.py", line 129, in get_rows
                  rows_plus_one = list(itertools.islice(safe_iter(ds, dataset=dataset), rows_max_number + 1))
                File "/src/services/worker/src/worker/utils.py", line 489, in safe_iter
                  yield from ds.decode(False) if ds.features else ds
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2818, in __iter__
                  for key, example in ex_iterable:
                                      ^^^^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2355, in __iter__
                  for key, pa_table in self._iter_arrow():
                                       ~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 2380, in _iter_arrow
                  for key, pa_table in self.ex_iterable._iter_arrow():
                                       ~~~~~~~~~~~~~~~~~~~~~~~~~~~~^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 536, in _iter_arrow
                  for key, pa_table in iterator:
                                       ^^^^^^^^
                File "/usr/local/lib/python3.14/site-packages/datasets/iterable_dataset.py", line 419, in _iter_arrow
                  for key, pa_table in self.generate_tables_fn(**gen_kwags):
                                       ~~~~~~~~~~~~~~~~~~~~~~~^^^^^^^^^^^^^
                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 2369, in table_cast
                  return cast_table_to_schema(table, schema)
                File "/usr/local/lib/python3.14/site-packages/datasets/table.py", line 2297, in cast_table_to_schema
                  raise CastError(
                  ...<3 lines>...
                  )
              datasets.table.CastError: Couldn't cast
              file: string
              generated_mode: string
              transparent_mode: string
              width: int64
              height: int64
              alpha_min: int64
              alpha_max: int64
              generated_bytes: int64
              transparent_bytes: int64
              output: string
              retry_model: string
              reason: string
              retry_prompt_model: string
              method: string
              retry_quality: string
              to
              {'output': Value('string'), 'method': Value('string'), 'reason': Value('string'), 'retry_model': Value('string'), 'retry_prompt_model': Value('string'), 'retry_quality': Value('string')}
              because column names don't match

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HUD Image Detection

This release contains 1,010 clean 1280×720 gameplay frames from 207 games and 3,729 human-verified HUD/UI bounding boxes.

Files

images.zip: the unchanged clean JPEG source images under images/<game_id>/<candidate_id>.jpg.
metadata.jsonl: one row per image with the final human-verified boxes in inclusive 1280×720 bbox_xyxy source-pixel coordinates.
model_metadata.jsonl: the frozen pre-review model proposals from source revision 1ba11d379a5491a1ec6156a945aee858d44af922.
annotation_projects.zip: all editable SHA-bound annotation projects. Extract it beside the images/ directory produced by images.zip.
annotation_audit.json: aggregate add/delete/refine counts and label totals.
games.csv, selection_policy.json, and taxonomy.json: selection and taxonomy metadata.
manifest.json: release counts and SHA-256 checksums.

metadata.jsonl is authoritative for the final annotations. A retained model-origin element includes a nested model_suggestion object for provenance; an element with origin: "human_added" was drawn during review.

Verification summary

Images reviewed: 1,010 / 1,010
Final boxes: 3,729
Human-added boxes: 486
Deleted model boxes: 190
Geometry-refined model boxes: 1,842
Relabeled model boxes: 484

Taxonomy counts

map_radar: 234
navigation_compass: 140
player_status: 534
teammate_roster: 81
weapon_ammo: 239
inventory: 76
ability_status: 168
vehicle_status: 154
objective_status: 203
match_status: 142
world_context: 533
crosshair: 198
interaction_prompt: 176
screen_notice: 309
subtitle: 78
chat_comms: 48
menu_controls: 73
performance_debug: 153
watermark: 79
stream_overlay: 87
other_hud: 24

The taxonomy has 20 concrete functional-region classes plus other_hud. other_hud requires a non-empty custom_label.

Limitations and rights

Gameplay imagery may be subject to third-party copyrights and trademarks; rights remain with their respective owners. Users are responsible for ensuring that their use is permitted.

Downloads last month: 78

Total file size:

301 MB