Change calculator's behaviour
- Now clock input stream is optional - If there are clock stream, always emit count. If not, emit count when vector stream is come in.
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@ -39,9 +39,10 @@ template <typename VectorT>
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class CountingVectorSizeCalculator : public CalculatorBase {
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class CountingVectorSizeCalculator : public CalculatorBase {
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public:
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public:
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static ::mediapipe::Status GetContract(CalculatorContract* cc) {
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static ::mediapipe::Status GetContract(CalculatorContract* cc) {
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// Check tag.
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if (cc->Inputs().HasTag("CLOCK")) {
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RET_CHECK(cc->Inputs().HasTag("CLOCK"));
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cc->Inputs().Tag("CLOCK").SetAny();
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cc->Inputs().Tag("CLOCK").SetAny();
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}
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RET_CHECK(cc->Inputs().HasTag("VECTOR"));
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RET_CHECK(cc->Inputs().HasTag("VECTOR"));
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cc->Inputs().Tag("VECTOR").Set<VectorT>();
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cc->Inputs().Tag("VECTOR").Set<VectorT>();
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RET_CHECK(cc->Outputs().HasTag("COUNT"));
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RET_CHECK(cc->Outputs().HasTag("COUNT"));
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@ -74,8 +74,8 @@ mediapipe_simple_subgraph(
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"//mediapipe/calculators/image:image_properties_calculator",
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"//mediapipe/calculators/image:image_properties_calculator",
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"//mediapipe/calculators/util:association_norm_rect_calculator",
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"//mediapipe/calculators/util:association_norm_rect_calculator",
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"//mediapipe/calculators/util:collection_has_min_size_calculator",
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"//mediapipe/calculators/util:collection_has_min_size_calculator",
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"//mediapipe/modules/face_detection:face_detection_front_cpu",
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"//mediapipe/calculators/util:counting_vector_size_calculator",
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"//mediapipe/calculators/util:counting_vector_size_calculator",
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"//mediapipe/modules/face_detection:face_detection_front_cpu",
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],
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],
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)
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)
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@ -96,6 +96,7 @@ mediapipe_simple_subgraph(
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"//mediapipe/calculators/image:image_properties_calculator",
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"//mediapipe/calculators/image:image_properties_calculator",
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"//mediapipe/calculators/util:association_norm_rect_calculator",
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"//mediapipe/calculators/util:association_norm_rect_calculator",
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"//mediapipe/calculators/util:collection_has_min_size_calculator",
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"//mediapipe/calculators/util:collection_has_min_size_calculator",
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"//mediapipe/calculators/util:counting_vector_size_calculator",
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"//mediapipe/modules/face_detection:face_detection_front_gpu",
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"//mediapipe/modules/face_detection:face_detection_front_gpu",
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],
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],
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)
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)
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@ -43,6 +43,8 @@ output_stream: "ROIS_FROM_LANDMARKS:face_rects_from_landmarks"
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# Regions of interest calculated based on face detections.
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# Regions of interest calculated based on face detections.
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# (std::vector<NormalizedRect>)
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# (std::vector<NormalizedRect>)
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output_stream: "ROIS_FROM_DETECTIONS:face_rects_from_detections"
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output_stream: "ROIS_FROM_DETECTIONS:face_rects_from_detections"
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# (int)
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output_stream: "FACE_COUNT_FROM_LANDMARKS:face_count"
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# Determines if an input vector of NormalizedRect has a size greater than or
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# Determines if an input vector of NormalizedRect has a size greater than or
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# equal to the provided num_faces.
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# equal to the provided num_faces.
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@ -189,6 +191,13 @@ node {
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output_stream: "ITERABLE:multi_face_landmarks"
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output_stream: "ITERABLE:multi_face_landmarks"
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}
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}
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node {
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calculator: "CountingNormalizedLandmarkListVectorSizeCalculator"
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input_stream: "CLOCK:image"
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input_stream: "VECTOR:multi_face_landmarks"
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output_stream: "COUNT:face_count"
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}
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# Collects a NormalizedRect for each face into a vector. Upon receiving the
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# Collects a NormalizedRect for each face into a vector. Upon receiving the
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# BATCH_END timestamp, outputs the vector of NormalizedRect at the BATCH_END
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# BATCH_END timestamp, outputs the vector of NormalizedRect at the BATCH_END
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# timestamp.
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# timestamp.
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