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