Options for the audio classifier task.
mp.tasks.audio.AudioClassifierOptions(
base_options: mp.tasks.BaseOptions
,
running_mode: mp.tasks.audio.RunningMode
= mp.tasks.audio.AudioClassifierOptions.running_mode
,
display_names_locale: Optional[str] = None,
max_results: Optional[int] = None,
score_threshold: Optional[float] = None,
category_allowlist: Optional[List[str]] = None,
category_denylist: Optional[List[str]] = None,
result_callback: Optional[Callable[[AudioClassifierResult, int], None]] = None
)
Attributes |
base_options
|
Base options for the audio classifier task.
|
running_mode
|
The running mode of the task. Default to the audio clips mode.
Audio classifier task has two running modes: 1) The audio clips mode for
running classification on independent audio clips. 2) The audio stream
mode for running classification on the audio stream, such as from
microphone. In this mode, the "result_callback" below must be specified
to receive the classification results asynchronously.
|
display_names_locale
|
The locale to use for display names specified through
the TFLite Model Metadata.
|
max_results
|
The maximum number of top-scored classification results to
return.
|
score_threshold
|
Overrides the ones provided in the model metadata. Results
below this value are rejected.
|
category_allowlist
|
Allowlist of category names. If non-empty,
classification results whose category name is not in this set will be
filtered out. Duplicate or unknown category names are ignored. Mutually
exclusive with category_denylist .
|
category_denylist
|
Denylist of category names. If non-empty, classification
results whose category name is in this set will be filtered out. Duplicate
or unknown category names are ignored. Mutually exclusive with
category_allowlist .
|
result_callback
|
The user-defined result callback for processing audio
stream data. The result callback should only be specified when the running
mode is set to the audio stream mode.
|
Methods
__eq__
__eq__(
other
)
Class Variables |
category_allowlist
|
None
|
category_denylist
|
None
|
display_names_locale
|
None
|
max_results
|
None
|
result_callback
|
None
|
running_mode
|
<AudioTaskRunningMode.AUDIO_CLIPS: 'AUDIO_CLIPS'>
|
score_threshold
|
None
|