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Merge pull request #3813 from kinaryml:image-segmenter-minor-fixes

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PiperOrigin-RevId: 486051659
This commit is contained in:
Copybara-Service 2022-11-03 21:41:37 -07:00
commit 5024c815f1
2 changed files with 13 additions and 14 deletions
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4
mediapipe/tasks/python/test/vision/image_segmenter_test.py
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@ -33,8 +33,8 @@ from mediapipe.tasks.python.vision.core import vision_task_running_mode
_BaseOptions = base_options_module.BaseOptions _BaseOptions = base_options_module.BaseOptions
_Image = image_module.Image _Image = image_module.Image
_ImageFormat = image_frame.ImageFormat _ImageFormat = image_frame.ImageFormat
_OutputType = image_segmenter.OutputType _OutputType = image_segmenter.ImageSegmenterOptions.OutputType
_Activation = image_segmenter.Activation _Activation = image_segmenter.ImageSegmenterOptions.Activation
_ImageSegmenter = image_segmenter.ImageSegmenter _ImageSegmenter = image_segmenter.ImageSegmenter
_ImageSegmenterOptions = image_segmenter.ImageSegmenterOptions _ImageSegmenterOptions = image_segmenter.ImageSegmenterOptions
_RUNNING_MODE = vision_task_running_mode.VisionTaskRunningMode _RUNNING_MODE = vision_task_running_mode.VisionTaskRunningMode

23
mediapipe/tasks/python/vision/image_segmenter.py
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@ -44,18 +44,6 @@ _TASK_GRAPH_NAME = 'mediapipe.tasks.vision.ImageSegmenterGraph'
_MICRO_SECONDS_PER_MILLISECOND = 1000 _MICRO_SECONDS_PER_MILLISECOND = 1000
class OutputType(enum.Enum):
UNSPECIFIED = 0
CATEGORY_MASK = 1
CONFIDENCE_MASK = 2
class Activation(enum.Enum):
NONE = 0
SIGMOID = 1
SOFTMAX = 2
@dataclasses.dataclass @dataclasses.dataclass
class ImageSegmenterOptions: class ImageSegmenterOptions:
"""Options for the image segmenter task. """Options for the image segmenter task.
@ -74,6 +62,17 @@ class ImageSegmenterOptions:
data. The result callback should only be specified when the running mode data. The result callback should only be specified when the running mode
is set to the live stream mode. is set to the live stream mode.
""" """
class OutputType(enum.Enum):
UNSPECIFIED = 0
CATEGORY_MASK = 1
CONFIDENCE_MASK = 2
class Activation(enum.Enum):
NONE = 0
SIGMOID = 1
SOFTMAX = 2
base_options: _BaseOptions base_options: _BaseOptions
running_mode: _RunningMode = _RunningMode.IMAGE running_mode: _RunningMode = _RunningMode.IMAGE
output_type: Optional[OutputType] = OutputType.CATEGORY_MASK output_type: Optional[OutputType] = OutputType.CATEGORY_MASK