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tflite_support.task.vision.ObjectDetector
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Class that performs object detection on images.
tflite_support.task.vision.ObjectDetector(
options: tflite_support.task.vision.ObjectDetectorOptions
,
detector: _CppObjectDetector
) -> None
Methods
create_from_file
View source
@classmethod
create_from_file(
file_path: str
) -> 'ObjectDetector'
Creates the ObjectDetector
object from a TensorFlow Lite model.
Args |
file_path
|
Path to the model.
|
Returns |
ObjectDetector object that's created from the model file.
|
Raises |
ValueError
|
if failed to create ObjectDetector object from the provided
file such as invalid file.
|
RuntimeError
|
If other types of error occurred.
|
create_from_options
View source
@classmethod
create_from_options(
options: tflite_support.task.vision.ObjectDetectorOptions
) -> 'ObjectDetector'
Creates the ObjectDetector
object from object detector options.
Args |
options
|
Options for the object detector task.
|
Returns |
ObjectDetector object that's created from options .
|
Raises |
ValueError
|
If failed to create ObjectDetector object from
ObjectDetectorOptions such as missing the model.
|
RuntimeError
|
If other types of error occurred.
|
detect
View source
detect(
image: tflite_support.task.vision.TensorImage
) -> tflite_support.task.processor.DetectionResult
Performs object detection on the provided TensorImage.
Args |
image
|
Tensor image, used to extract the feature vectors.
|
Returns |
detection result.
|
Raises |
ValueError
|
If any of the input arguments is invalid.
|
RuntimeError
|
If object detection failed to run.
|
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Last updated 2024-05-08 UTC.
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