def __init__(self, rconfig: Dict[str, any]):
Serial.__init__(
self,
"PreprocessFrame",
rconfig,
ConvertFromBGR2Gray,
BlurGray,
# Denoise,
)
def __init__(self) -> None:
Serial.__init__(
self,
"Foreground",
GroupFrames,
IntersectFrames,
UnionIntersections,
SubtractBackground,
)
def __init__(self, rconfig: Dict[str, any]) -> None:
Serial.__init__(
self,
"Foreground",
rconfig,
GroupFrames,
IntersectFrames,
UnionIntersections,
SubtractBackground,
)
def __init__(self):
Serial.__init__(
self,
"MotionDetector",
StoreHistoryFrame,
ComputeTransformationMatrices,
TransformedFrames,
QuantizeHistoryFrames,
GenerateWeights,
GenerateMaskSubcomponents,
ComputeMovingForeground,
ApplyMasks,
NoiseReduction,
DetectBlobs,
ShowLastFrame,
)
def __init__(self, rconfig: Dict[str, any]):
Serial.__init__(
self,
"MotionDetector",
rconfig,
StoreHistoryFrame,
ComputeTransformationMatrices,
TransformedFrames,
QuantizeHistoryFrames,
GenerateWeights,
GenerateMaskSubcomponents,
ComputeMovingForeground,
ApplyMasks,
NoiseReduction,
DetectBlobs,
MinSizeFilter,
)
def update_preset_pipelines(input_file="input.mp4"):
"""
Updates the input information for the preset pipelines.
"""
ParentStage.static_stages = []
preset_pipelines["default"] = Serial(
"BaboonTracker",
factory(GetVideoFrame, "./data/" + input_file),
PreprocessFrame,
MotionDetector,
TestExit,
)
def update_preset_pipelines(input_file="input.mp4", runtime_config=None):
"""
Updates the input information for the preset pipelines.
"""
ParentStage.static_stages = []
preset_pipelines["default"] = Serial(
"BaboonTracker",
runtime_config,
factory(GetVideoFrame, "./data/" + input_file),
PreprocessFrame,
MotionDetector,
SaveBaboons,
DrawRegions,
TestExit,
DisplayProgress,
)
def __init__(self):
Serial.__init__(self, "PreprocessFrame", ConvertFromBGR2Gray, BlurGray,
ShowLastFrame)