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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
_Image = image_module.Image
_ImageFormat = image_frame.ImageFormat
_OutputType = image_segmenter.OutputType
_Activation = image_segmenter.Activation
_OutputType = image_segmenter.ImageSegmenterOptions.OutputType
_Activation = image_segmenter.ImageSegmenterOptions.Activation
_ImageSegmenter = image_segmenter.ImageSegmenter
_ImageSegmenterOptions = image_segmenter.ImageSegmenterOptions
_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
class OutputType(enum.Enum):
UNSPECIFIED = 0
CATEGORY_MASK = 1
CONFIDENCE_MASK = 2
class Activation(enum.Enum):
NONE = 0
SIGMOID = 1
SOFTMAX = 2
@dataclasses.dataclass
class ImageSegmenterOptions:
"""Options for the image segmenter task.
@ -74,6 +62,17 @@ class ImageSegmenterOptions:
data. The result callback should only be specified when the running 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
running_mode: _RunningMode = _RunningMode.IMAGE
output_type: Optional[OutputType] = OutputType.CATEGORY_MASK