Entry point for the TensorFlow Lite (TFLite) Java API provided by Google Play services.
Once the initialization has finished successfully, you can use the regular Tensorflow Lite APIs. To benefit from
the Google Play services runtime, remember to initialize your InterpreterApi
instance with options.setRuntime(FROM_SYSTEM)
or
options.setRuntime(PREFER_SYSTEM_OVER_APPLICATION)
.
For more information about this API, see the TensorFlow Lite guide.
Public Method Summary
static TfLiteClient |
getClient(Context
context)
Returns a
TfLiteClient
instance that can eventually be used as an argument for OptionalModuleApi .
|
static Task<Status> |
getTfliteModuleAvailabilityStatus(Context
context)
Gets the availability status of the TFLite dynamite module.
|
static Task<Void> |
initialize(Context
context)
Initializes the TFLite API with the default options (which are to disable
loading the GPU delegate).
|
static Task<Void> |
initialize(Context
context, TfLiteInitializationOptions options)
Initializes the TFLite API with the specified options.
|
Inherited Method Summary
Public Methods
public static TfLiteClient getClient (Context context)
Returns a TfLiteClient
instance that can eventually be used as an argument for OptionalModuleApi
.
public static Task<Status> getTfliteModuleAvailabilityStatus (Context context)
Gets the availability status of the TFLite dynamite module.
public static Task<Void> initialize (Context context)
Initializes the TFLite API with the default options (which are to disable loading the GPU delegate). TFLite API methods should only be called after the task returned by this method has successfully completed.
This method returns a Task<Void>
, so you should wait for the task
to be completed, but the return value of the Task is irrelevant.
public static Task<Void> initialize (Context context, TfLiteInitializationOptions options)
Initializes the TFLite API with the specified options. TFLite API methods should only be called after the task returned by this method has successfully completed.
This method returns a Task<Void>
. Make sure to call TFLite API
methods only after the Task
has successfully completed. The return value
of the Task
, though, is irrelevant (will always be null
).