VideoInputPreprocessor Failed to parse: node ... #8
Description
VideoInputPreprocessor
Failed to parse: node {
calculator: "ImagePropertiesCalculator"
input_stream: "IMAGE:image"
output_stream: "SIZE:image_size"
}
node {
calculator: "PreviousLoopbackCalculator"
input_stream: "MAIN:image"
input_stream: "LOOP:face_rects_from_landmarks"
output_stream: "PREV_LOOP:prev_face_rects_from_landmarks"
input_stream_info {
tag_index: "LOOP"
back_edge: true
}
}
node {
calculator: "GateCalculator"
input_stream: "prev_face_rects_from_landmarks"
output_stream: "gated_prev_face_rects_from_landmarks"
input_side_packet: "ALLOW:use_prev_landmarks"
options {
[mediapipe.GateCalculatorOptions.ext] {
allow: true
}
}
}
node {
calculator: "NormalizedRectVectorHasMinSizeCalculator"
input_stream: "ITERABLE:gated_prev_face_rects_from_landmarks"
output_stream: "prev_has_enough_faces"
input_side_packet: "num_faces"
}
node {
calculator: "GateCalculator"
input_stream: "image"
input_stream: "DISALLOW:prev_has_enough_faces"
output_stream: "gated_image"
options {
[mediapipe.GateCalculatorOptions.ext] {
empty_packets_as_allow: true
}
}
}
node {
calculator: "ImagePropertiesCalculator"
input_stream: "IMAGE:gated_image"
output_stream: "SIZE:gated_image_size"
}
node {
name: "facelandmarkcpu__TfLiteCustomOpResolverCalculator"
calculator: "TfLiteCustomOpResolverCalculator"
output_side_packet: "OP_RESOLVER:facelandmarkcpu__op_resolver"
}
node {
name: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__ToImageCalculator"
calculator: "ToImageCalculator"
input_stream: "IMAGE:gated_image"
output_stream: "IMAGE:facedetectionshortrangecpu__facedetectionshortrange__facedetection__multi_backend_image"
}
node {
name: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__ImageToTensorCalculator"
calculator: "ImageToTensorCalculator"
input_stream: "IMAGE:facedetectionshortrangecpu__facedetectionshortrange__facedetection__multi_backend_image"
output_stream: "TENSORS:facedetectionshortrangecpu__facedetectionshortrange__facedetection__input_tensors"
output_stream: "MATRIX:facedetectionshortrangecpu__facedetectionshortrange__facedetection__transform_matrix"
node_options {
type_url: "type.googleapis.com/mediapipe.ImageToTensorCalculatorOptions"
value: "\030\001"\n\r\000\000\200\277\025\000\000\200?0\001\010\200\001\020\200\001"
}
}
node {
name: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__SsdAnchorsCalculator"
calculator: "SsdAnchorsCalculator"
output_side_packet: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__anchors"
node_options {
type_url: "type.googleapis.com/mediapipe.SsdAnchorsCalculatorOptions"
value: "\035\000\000\030>%\000\000@?-\000\000\000?5\000\000\000?]\000\000\200?p\001\010\200\001\020\200\0018\004P\010P\020P\020P\020m\000\000\200?"
}
}
node {
name: "facelandmarkcpu__facelandmarksmodelloader__switchcontainer__SwitchDemuxCalculator"
calculator: "SwitchDemuxCalculator"
input_side_packet: "ENABLE:with_attention"
options {
[mediapipe.SwitchContainerOptions.ext] {
}
}
}
node {
name: "facelandmarkcpu__facelandmarksmodelloader__switchcontainer__ConstantSidePacketCalculator_1"
calculator: "ConstantSidePacketCalculator"
output_side_packet: "PACKET:facelandmarkcpu__facelandmarksmodelloader__switchcontainer__c0__facelandmarkcpu__facelandmarksmodelloader__model_path"
options {
[mediapipe.ConstantSidePacketCalculatorOptions.ext] {
packet {
string_value: "mediapipe/modules/face_landmark/face_landmark.tflite"
}
}
}
}
node {
name: "facelandmarkcpu__facelandmarksmodelloader__switchcontainer__ConstantSidePacketCalculator_2"
calculator: "ConstantSidePacketCalculator"
output_side_packet: "PACKET:facelandmarkcpu__facelandmarksmodelloader__switchcontainer__c1__facelandmarkcpu__facelandmarksmodelloader__model_path"
options {
[mediapipe.ConstantSidePacketCalculatorOptions.ext] {
packet {
string_value: "mediapipe/modules/face_landmark/face_landmark_with_attention.tflite"
}
}
}
}
node {
name: "facelandmarkcpu__facelandmarksmodelloader__switchcontainer__SwitchMuxCalculator"
calculator: "SwitchMuxCalculator"
input_side_packet: "ENABLE:with_attention"
input_side_packet: "C0__PACKET:facelandmarkcpu__facelandmarksmodelloader__switchcontainer__c0__facelandmarkcpu__facelandmarksmodelloader__model_path"
input_side_packet: "C1__PACKET:facelandmarkcpu__facelandmarksmodelloader__switchcontainer__c1__facelandmarkcpu__facelandmarksmodelloader__model_path"
output_side_packet: "PACKET:facelandmarkcpu__facelandmarksmodelloader__model_path"
options {
[mediapipe.SwitchContainerOptions.ext] {
}
}
}
node {
name: "facelandmarkcpu__facelandmarksmodelloader__ResourceProviderCalculator"
calculator: "ResourceProviderCalculator"
input_side_packet: "RESOURCE_ID:facelandmarkcpu__facelandmarksmodelloader__model_path"
output_side_packet: "RESOURCE:facelandmarkcpu__facelandmarksmodelloader__model_resource"
}
node {
name: "facelandmarkcpu__facelandmarksmodelloader__TfLiteModelCalculator"
calculator: "TfLiteModelCalculator"
input_side_packet: "MODEL_RESOURCE:facelandmarkcpu__facelandmarksmodelloader__model_resource"
output_side_packet: "MODEL:facelandmarkcpu__model"
}
node {
name: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__inferencecalculator__facedetectionshortrangecpu__facedetectionshortrange__facedetection__InferenceCalculator"
calculator: "InferenceCalculatorCpu"
input_stream: "TENSORS:facedetectionshortrangecpu__facedetectionshortrange__facedetection__input_tensors"
output_stream: "TENSORS:facedetectionshortrangecpu__facedetectionshortrange__facedetection__detection_tensors"
node_options {
type_url: "type.googleapis.com/mediapipe.InferenceCalculatorOptions"
value: "*\002"\000\nBmediapipe/modules/face_detection/face_detection_short_range.tflite"
}
}
node {
name: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__TensorsToDetectionsCalculator"
calculator: "TensorsToDetectionsCalculator"
input_stream: "TENSORS:facedetectionshortrangecpu__facedetectionshortrange__facedetection__detection_tensors"
output_stream: "DETECTIONS:facedetectionshortrangecpu__facedetectionshortrange__facedetection__unfiltered_detections"
input_side_packet: "ANCHORS:facedetectionshortrangecpu__facedetectionshortrange__facedetection__anchors"
node_options {
type_url: "type.googleapis.com/mediapipe.TensorsToDetectionsCalculatorOptions"
value: "\010\001\020\200\007\030\020%\000\000\000C-\000\000\000C5\000\000\000C=\000\000\000CH\004P\006X\002`\000p\001x\001\205\001\000\000\310B\235\001\000\000\000?"
}
}
node {
name: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__NonMaxSuppressionCalculator"
calculator: "NonMaxSuppressionCalculator"
input_stream: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__unfiltered_detections"
output_stream: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__filtered_detections"
options {
[mediapipe.NonMaxSuppressionCalculatorOptions.ext] {
min_suppression_threshold: 0.3
overlap_type: INTERSECTION_OVER_UNION
algorithm: WEIGHTED
}
}
}
node {
name: "facedetectionshortrangecpu__facedetectionshortrange__facedetection__DetectionProjectionCalculator"
calculator: "DetectionProjectionCalculator"
input_stream: "DETECTIONS:facedetectionshortrangecpu__facedetectionshortrange__facedetection__filtered_detections"
input_stream: "PROJECTION_MATRIX:facedetectionshortrangecpu__facedetectionshortrange__facedetection__transform_matrix"
output_stream: "DETECTIONS:all_face_detections"
}
node {
calculator: "ClipDetectionVectorSizeCalculator"
input_stream: "all_face_detections"
output_stream: "face_detections"
input_side_packet: "num_faces"
}
node {
calculator: "BeginLoopDetectionCalculator"
input_stream: "ITERABLE:face_detections"
input_stream: "CLONE:gated_image_size"
output_stream: "ITEM:face_detection"
output_stream: "CLONE:detections_loop_image_size"
output_stream: "BATCH_END:detections_loop_end_timestamp"
}
node {
name: "facedetectionfrontdetectiontoroi__DetectionsToRectsCalculator"
calculator: "DetectionsToRectsCalculator"
input_stream: "DETECTION:face_detection"
input_stream: "IMAGE_SIZE:detections_loop_image_size"
output_stream: "NORM_RECT:facedetectionfrontdetectiontoroi__initial_roi"
options {
[mediapipe.DetectionsToRectsCalculatorOptions.ext] {
rotation_vector_start_keypoint_index: 0
rotation_vector_end_keypoint_index: 1
rotation_vector_target_angle_degrees: 0
}
}
}
node {
name: "facedetectionfrontdetectiontoroi__RectTransformationCalculator"
calculator: "RectTransformationCalculator"
input_stream: "NORM_RECT:facedetectionfrontdetectiontoroi__initial_roi"
input_stream: "IMAGE_SIZE:detections_loop_image_size"
output_stream: "face_rect_from_detection"
options {
[mediapipe.RectTransformationCalculatorOptions.ext] {
scale_x: 1.5
scale_y: 1.5
square_long: true
}
}
}
node {
calculator: "EndLoopNormalizedRectCalculator"
input_stream: "ITEM:face_rect_from_detection"
input_stream: "BATCH_END:detections_loop_end_timestamp"
output_stream: "ITERABLE:face_rects_from_detections"
}
node {
calculator: "AssociationNormRectCalculator"
input_stream: "face_rects_from_detections"
input_stream: "gated_prev_face_rects_from_landmarks"
output_stream: "face_rects"
options {
[mediapipe.AssociationCalculatorOptions.ext] {
min_similarity_threshold: 0.5
}
}
}
node {
calculator: "BeginLoopNormalizedRectCalculator"
input_stream: "ITERABLE:face_rects"
input_stream: "CLONE:0:image"
input_stream: "CLONE:1:image_size"
output_stream: "ITEM:face_rect"
output_stream: "CLONE:0:landmarks_loop_image"
output_stream: "CLONE:1:landmarks_loop_image_size"
output_stream: "BATCH_END:landmarks_loop_end_timestamp"
}
node {
name: "facelandmarkcpu__ImageToTensorCalculator"
calculator: "ImageToTensorCalculator"
input_stream: "IMAGE:landmarks_loop_image"
input_stream: "NORM_RECT:face_rect"
output_stream: "TENSORS:facelandmarkcpu__input_tensors"
options {
[mediapipe.ImageToTensorCalculatorOptions.ext] {
output_tensor_width: 192
output_tensor_height: 192
output_tensor_float_range {
min: 0
max: 1
}
}
}
}
node {
name: "facelandmarkcpu__inferencecalculator__facelandmarkcpu__InferenceCalculator"
calculator: "InferenceCalculatorCpu"
input_stream: "TENSORS:facelandmarkcpu__input_tensors"
output_stream: "TENSORS:facelandmarkcpu__output_tensors"
input_side_packet: "MODEL:facelandmarkcpu__model"
input_side_packet: "OP_RESOLVER:facelandmarkcpu__op_resolver"
options {
[mediapipe.InferenceCalculatorOptions.ext] {
delegate {
xnnpack {
}
}
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_1__SwitchDemuxCalculator"
calculator: "SwitchDemuxCalculator"
input_stream: "facelandmarkcpu__output_tensors"
output_stream: "C0__:facelandmarkcpu__switchcontainer_1__c0__facelandmarkcpu__output_tensors"
output_stream: "C1__:facelandmarkcpu__switchcontainer_1__c1__facelandmarkcpu__output_tensors"
input_side_packet: "ENABLE:with_attention"
options {
[mediapipe.SwitchContainerOptions.ext] {
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_1__SplitTensorVectorCalculator_1"
calculator: "SplitTensorVectorCalculator"
input_stream: "facelandmarkcpu__switchcontainer_1__c0__facelandmarkcpu__output_tensors"
output_stream: "facelandmarkcpu__switchcontainer_1__c0__facelandmarkcpu__landmark_tensors"
output_stream: "facelandmarkcpu__switchcontainer_1__c0__facelandmarkcpu__face_flag_tensor"
options {
[mediapipe.SplitVectorCalculatorOptions.ext] {
ranges {
begin: 0
end: 1
}
ranges {
begin: 1
end: 2
}
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_1__SplitTensorVectorCalculator_2"
calculator: "SplitTensorVectorCalculator"
input_stream: "facelandmarkcpu__switchcontainer_1__c1__facelandmarkcpu__output_tensors"
output_stream: "facelandmarkcpu__switchcontainer_1__c1__facelandmarkcpu__landmark_tensors"
output_stream: "facelandmarkcpu__switchcontainer_1__c1__facelandmarkcpu__face_flag_tensor"
options {
[mediapipe.SplitVectorCalculatorOptions.ext] {
ranges {
begin: 0
end: 6
}
ranges {
begin: 6
end: 7
}
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_1__SwitchMuxCalculator"
calculator: "SwitchMuxCalculator"
input_stream: "C0__:facelandmarkcpu__switchcontainer_1__c0__facelandmarkcpu__landmark_tensors"
input_stream: "C0__:1:facelandmarkcpu__switchcontainer_1__c0__facelandmarkcpu__face_flag_tensor"
input_stream: "C1__:facelandmarkcpu__switchcontainer_1__c1__facelandmarkcpu__landmark_tensors"
input_stream: "C1__:1:facelandmarkcpu__switchcontainer_1__c1__facelandmarkcpu__face_flag_tensor"
output_stream: "facelandmarkcpu__landmark_tensors"
output_stream: "facelandmarkcpu__face_flag_tensor"
input_side_packet: "ENABLE:with_attention"
options {
[mediapipe.SwitchContainerOptions.ext] {
}
}
}
node {
name: "facelandmarkcpu__TensorsToFloatsCalculator"
calculator: "TensorsToFloatsCalculator"
input_stream: "TENSORS:facelandmarkcpu__face_flag_tensor"
output_stream: "FLOAT:facelandmarkcpu__face_presence_score"
options {
[mediapipe.TensorsToFloatsCalculatorOptions.ext] {
activation: SIGMOID
}
}
}
node {
name: "facelandmarkcpu__ThresholdingCalculator"
calculator: "ThresholdingCalculator"
input_stream: "FLOAT:facelandmarkcpu__face_presence_score"
output_stream: "FLAG:facelandmarkcpu__face_presence"
options {
[mediapipe.ThresholdingCalculatorOptions.ext] {
threshold: 0.5
}
}
}
node {
name: "facelandmarkcpu__GateCalculator"
calculator: "GateCalculator"
input_stream: "facelandmarkcpu__landmark_tensors"
input_stream: "ALLOW:facelandmarkcpu__face_presence"
output_stream: "facelandmarkcpu__ensured_landmark_tensors"
}
node {
name: "facelandmarkcpu__switchcontainer_2__SwitchDemuxCalculator"
calculator: "SwitchDemuxCalculator"
input_stream: "TENSORS:facelandmarkcpu__ensured_landmark_tensors"
output_stream: "C0__TENSORS:facelandmarkcpu__switchcontainer_2__c0__facelandmarkcpu__ensured_landmark_tensors"
output_stream: "C1__TENSORS:facelandmarkcpu__switchcontainer_2__c1__facelandmarkcpu__ensured_landmark_tensors"
input_side_packet: "ENABLE:with_attention"
options {
[mediapipe.SwitchContainerOptions.ext] {
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarks__TensorsToLandmarksCalculator"
calculator: "TensorsToLandmarksCalculator"
input_stream: "TENSORS:facelandmarkcpu__switchcontainer_2__c0__facelandmarkcpu__ensured_landmark_tensors"
output_stream: "NORM_LANDMARKS:facelandmarkcpu__switchcontainer_2__c0__facelandmarkcpu__landmarks"
options {
[mediapipe.TensorsToLandmarksCalculatorOptions.ext] {
num_landmarks: 468
input_image_width: 192
input_image_height: 192
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__SplitTensorVectorCalculator"
calculator: "SplitTensorVectorCalculator"
input_stream: "facelandmarkcpu__switchcontainer_2__c1__facelandmarkcpu__ensured_landmark_tensors"
output_stream: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__mesh_tensor"
output_stream: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__lips_tensor"
output_stream: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__left_eye_tensor"
output_stream: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__right_eye_tensor"
output_stream: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__left_iris_tensor"
output_stream: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__right_iris_tensor"
options {
[mediapipe.SplitVectorCalculatorOptions.ext] {
ranges {
begin: 0
end: 1
}
ranges {
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}
ranges {
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end: 3
}
ranges {
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}
ranges {
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}
ranges {
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}
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__TensorsToLandmarksCalculator_1"
calculator: "TensorsToLandmarksCalculator"
input_stream: "TENSORS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__mesh_tensor"
output_stream: "NORM_LANDMARKS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__mesh_landmarks"
options {
[mediapipe.TensorsToLandmarksCalculatorOptions.ext] {
num_landmarks: 468
input_image_width: 192
input_image_height: 192
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__TensorsToLandmarksCalculator_2"
calculator: "TensorsToLandmarksCalculator"
input_stream: "TENSORS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__lips_tensor"
output_stream: "NORM_LANDMARKS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__lips_landmarks"
options {
[mediapipe.TensorsToLandmarksCalculatorOptions.ext] {
num_landmarks: 80
input_image_width: 192
input_image_height: 192
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__TensorsToLandmarksCalculator_3"
calculator: "TensorsToLandmarksCalculator"
input_stream: "TENSORS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__left_eye_tensor"
output_stream: "NORM_LANDMARKS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__left_eye_landmarks"
options {
[mediapipe.TensorsToLandmarksCalculatorOptions.ext] {
num_landmarks: 71
input_image_width: 192
input_image_height: 192
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__TensorsToLandmarksCalculator_4"
calculator: "TensorsToLandmarksCalculator"
input_stream: "TENSORS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__right_eye_tensor"
output_stream: "NORM_LANDMARKS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__right_eye_landmarks"
options {
[mediapipe.TensorsToLandmarksCalculatorOptions.ext] {
num_landmarks: 71
input_image_width: 192
input_image_height: 192
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__TensorsToLandmarksCalculator_5"
calculator: "TensorsToLandmarksCalculator"
input_stream: "TENSORS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__left_iris_tensor"
output_stream: "NORM_LANDMARKS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__left_iris_landmarks"
options {
[mediapipe.TensorsToLandmarksCalculatorOptions.ext] {
num_landmarks: 5
input_image_width: 192
input_image_height: 192
}
}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__TensorsToLandmarksCalculator_6"
calculator: "TensorsToLandmarksCalculator"
input_stream: "TENSORS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__right_iris_tensor"
output_stream: "NORM_LANDMARKS:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__right_iris_landmarks"
options {
[mediapipe.TensorsToLandmarksCalculatorOptions.ext] {
num_landmarks: 5
input_image_width: 192
input_image_height: 192
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}
}
node {
name: "facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__LandmarksRefinementCalculator"
calculator: "LandmarksRefinementCalculator"
input_stream: "LANDMARKS:0:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__mesh_landmarks"
input_stream: "LANDMARKS:1:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__lips_landmarks"
input_stream: "LANDMARKS:2:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__left_eye_landmarks"
input_stream: "LANDMARKS:3:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__right_eye_landmarks"
input_stream: "LANDMARKS:4:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__left_iris_landmarks"
input_stream: "LANDMARKS:5:facelandmarkcpu__switchcontainer_2__tensorstofacelandmarkswithattention__right_iris_landmarks"
output_stream: "REFINED_LANDMARKS:facelandmarkcpu__switchcontainer_2__c1__facelandmarkcpu__landmarks"
options {
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node {
name: "facelandmarkcpu__switchcontainer_2__SwitchMuxCalculator"
calculator: "SwitchMuxCalculator"
input_stream: "C0__LANDMARKS:facelandmarkcpu__switchcontainer_2__c0__facelandmarkcpu__landmarks"
input_stream: "C1__LANDMARKS:facelandmarkcpu__switchcontainer_2__c1__facelandmarkcpu__landmarks"
output_stream: "LANDMARKS:facelandmarkcpu__landmarks"
input_side_packet: "ENABLE:with_attention"
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}
node {
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calculator: "LandmarkProjectionCalculator"
input_stream: "NORM_LANDMARKS:facelandmarkcpu__landmarks"
input_stream: "NORM_RECT:face_rect"
output_stream: "NORM_LANDMARKS:face_landmarks"
}
node {
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input_stream: "ITEM:face_landmarks"
input_stream: "BATCH_END:landmarks_loop_end_timestamp"
output_stream: "ITERABLE:multi_face_landmarks"
}
node {
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calculator: "LandmarksToDetectionCalculator"
input_stream: "NORM_LANDMARKS:face_landmarks"
output_stream: "DETECTION:facelandmarklandmarkstoroi__face_detection"
}
node {
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calculator: "DetectionsToRectsCalculator"
input_stream: "DETECTION:facelandmarklandmarkstoroi__face_detection"
input_stream: "IMAGE_SIZE:landmarks_loop_image_size"
output_stream: "NORM_RECT:facelandmarklandmarkstoroi__face_rect_from_landmarks"
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rotation_vector_target_angle_degrees: 0
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}
}
node {
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calculator: "RectTransformationCalculator"
input_stream: "NORM_RECT:facelandmarklandmarkstoroi__face_rect_from_landmarks"
input_stream: "IMAGE_SIZE:landmarks_loop_image_size"
output_stream: "face_rect_from_landmarks"
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scale_y: 1.5
square_long: true
}
}
}
node {
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input_stream: "ITEM:face_rect_from_landmarks"
input_stream: "BATCH_END:landmarks_loop_end_timestamp"
output_stream: "ITERABLE:face_rects_from_landmarks"
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input_stream: "IMAGE:image"
executor {
}
output_stream: "LANDMARKS:multi_face_landmarks"
output_stream: "DETECTIONS:face_detections"
output_stream: "ROIS_FROM_LANDMARKS:face_rects_from_landmarks"
output_stream: "ROIS_FROM_DETECTIONS:face_rects_from_detections"
input_side_packet: "NUM_FACES:num_faces"
input_side_packet: "USE_PREV_LANDMARKS:use_prev_landmarks"
input_side_packet: "WITH_ATTENTION:with_attention"
type: "FaceLandmarkFrontCpu"