Class: Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult

Inherits:
Object
  • Object
show all
Extended by:
Protobuf::MessageExts::ClassMethods
Includes:
Protobuf::MessageExts
Defined in:
proto_docs/google/cloud/visionai/v1/annotations.rb

Overview

The prediction result proto for occupancy counting.

Defined Under Namespace

Classes: DwellTimeInfo, Entity, IdentifiedBox, Stats, TrackInfo

Instance Attribute Summary collapse

Instance Attribute Details

#current_time ⇒ ::Google::Protobuf::Timestamp

Returns Current timestamp.

Returns:



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# File 'proto_docs/google/cloud/visionai/v1/annotations.rb', line 438

class OccupancyCountingPredictionResult
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The entity info for annotations from occupancy counting operator.
  # @!attribute [rw] label_id
  #   @return [::Integer]
  #     Label id.
  # @!attribute [rw] label_string
  #   @return [::String]
  #     Human readable string of the label.
  class Entity
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Identified box contains location and the entity of the object.
  # @!attribute [rw] box_id
  #   @return [::Integer]
  #     An unique id for this box.
  # @!attribute [rw] normalized_bounding_box
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::IdentifiedBox::NormalizedBoundingBox]
  #     Bounding Box in the normalized coordinates.
  # @!attribute [rw] score
  #   @return [::Float]
  #     Confidence score associated with this box.
  # @!attribute [rw] entity
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
  #     Entity of this box.
  # @!attribute [rw] track_id
  #   @return [::Integer]
  #     An unique id to identify a track. It should be consistent across frames.
  #     It only exists if tracking is enabled.
  class IdentifiedBox
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Bounding Box in the normalized coordinates.
    # @!attribute [rw] xmin
    #   @return [::Float]
    #     Min in x coordinate.
    # @!attribute [rw] ymin
    #   @return [::Float]
    #     Min in y coordinate.
    # @!attribute [rw] width
    #   @return [::Float]
    #     Width of the bounding box.
    # @!attribute [rw] height
    #   @return [::Float]
    #     Height of the bounding box.
    class NormalizedBoundingBox
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The statistics info for annotations from occupancy counting operator.
  # @!attribute [rw] full_frame_count
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
  #     Counts of the full frame.
  # @!attribute [rw] crossing_line_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::CrossingLineCount>]
  #     Crossing line counts.
  # @!attribute [rw] active_zone_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ActiveZoneCount>]
  #     Active zone counts.
  class Stats
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The object info and instant count for annotations from occupancy counting
    # operator.
    # @!attribute [rw] entity
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
    #     Entity of this object.
    # @!attribute [rw] count
    #   @return [::Integer]
    #     Count of the object.
    class ObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # The object info and accumulated count for annotations from occupancy
    # counting operator.
    # @!attribute [rw] start_time
    #   @return [::Google::Protobuf::Timestamp]
    #     The start time of the accumulated count.
    # @!attribute [rw] object_count
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount]
    #     The object count for the accumulated count.
    class AccumulatedObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for Crossing line count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Line annotation from the user.
    # @!attribute [rw] positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that follows the right hand rule.
    # @!attribute [rw] negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that is opposite to the right hand rule.
    # @!attribute [rw] accumulated_positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated positive count.
    # @!attribute [rw] accumulated_negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated negative count.
    class CrossingLineCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for the active zone count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Active zone annotation from the user.
    # @!attribute [rw] counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     Counts in the zone.
    class ActiveZoneCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The track info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Start timestamp of this track.
  class TrackInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dwell time info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] zone_id
  #   @return [::String]
  #     The unique id for the zone in which the object is dwelling/waiting.
  # @!attribute [rw] dwell_start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The beginning time when a dwelling object has been identified in a zone.
  # @!attribute [rw] dwell_end_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The end time when a dwelling object has exited in a zone.
  class DwellTimeInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#dwell_time_info ⇒ ::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::DwellTimeInfo>

Returns Dwell time related information. All the tracks that are live in a given zone with a start and end dwell time timestamp.

Returns:



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# File 'proto_docs/google/cloud/visionai/v1/annotations.rb', line 438

class OccupancyCountingPredictionResult
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The entity info for annotations from occupancy counting operator.
  # @!attribute [rw] label_id
  #   @return [::Integer]
  #     Label id.
  # @!attribute [rw] label_string
  #   @return [::String]
  #     Human readable string of the label.
  class Entity
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Identified box contains location and the entity of the object.
  # @!attribute [rw] box_id
  #   @return [::Integer]
  #     An unique id for this box.
  # @!attribute [rw] normalized_bounding_box
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::IdentifiedBox::NormalizedBoundingBox]
  #     Bounding Box in the normalized coordinates.
  # @!attribute [rw] score
  #   @return [::Float]
  #     Confidence score associated with this box.
  # @!attribute [rw] entity
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
  #     Entity of this box.
  # @!attribute [rw] track_id
  #   @return [::Integer]
  #     An unique id to identify a track. It should be consistent across frames.
  #     It only exists if tracking is enabled.
  class IdentifiedBox
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Bounding Box in the normalized coordinates.
    # @!attribute [rw] xmin
    #   @return [::Float]
    #     Min in x coordinate.
    # @!attribute [rw] ymin
    #   @return [::Float]
    #     Min in y coordinate.
    # @!attribute [rw] width
    #   @return [::Float]
    #     Width of the bounding box.
    # @!attribute [rw] height
    #   @return [::Float]
    #     Height of the bounding box.
    class NormalizedBoundingBox
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The statistics info for annotations from occupancy counting operator.
  # @!attribute [rw] full_frame_count
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
  #     Counts of the full frame.
  # @!attribute [rw] crossing_line_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::CrossingLineCount>]
  #     Crossing line counts.
  # @!attribute [rw] active_zone_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ActiveZoneCount>]
  #     Active zone counts.
  class Stats
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The object info and instant count for annotations from occupancy counting
    # operator.
    # @!attribute [rw] entity
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
    #     Entity of this object.
    # @!attribute [rw] count
    #   @return [::Integer]
    #     Count of the object.
    class ObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # The object info and accumulated count for annotations from occupancy
    # counting operator.
    # @!attribute [rw] start_time
    #   @return [::Google::Protobuf::Timestamp]
    #     The start time of the accumulated count.
    # @!attribute [rw] object_count
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount]
    #     The object count for the accumulated count.
    class AccumulatedObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for Crossing line count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Line annotation from the user.
    # @!attribute [rw] positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that follows the right hand rule.
    # @!attribute [rw] negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that is opposite to the right hand rule.
    # @!attribute [rw] accumulated_positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated positive count.
    # @!attribute [rw] accumulated_negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated negative count.
    class CrossingLineCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for the active zone count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Active zone annotation from the user.
    # @!attribute [rw] counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     Counts in the zone.
    class ActiveZoneCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The track info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Start timestamp of this track.
  class TrackInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dwell time info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] zone_id
  #   @return [::String]
  #     The unique id for the zone in which the object is dwelling/waiting.
  # @!attribute [rw] dwell_start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The beginning time when a dwelling object has been identified in a zone.
  # @!attribute [rw] dwell_end_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The end time when a dwelling object has exited in a zone.
  class DwellTimeInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#identified_boxes ⇒ ::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::IdentifiedBox>

Returns A list of identified boxes.

Returns:



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# File 'proto_docs/google/cloud/visionai/v1/annotations.rb', line 438

class OccupancyCountingPredictionResult
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The entity info for annotations from occupancy counting operator.
  # @!attribute [rw] label_id
  #   @return [::Integer]
  #     Label id.
  # @!attribute [rw] label_string
  #   @return [::String]
  #     Human readable string of the label.
  class Entity
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Identified box contains location and the entity of the object.
  # @!attribute [rw] box_id
  #   @return [::Integer]
  #     An unique id for this box.
  # @!attribute [rw] normalized_bounding_box
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::IdentifiedBox::NormalizedBoundingBox]
  #     Bounding Box in the normalized coordinates.
  # @!attribute [rw] score
  #   @return [::Float]
  #     Confidence score associated with this box.
  # @!attribute [rw] entity
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
  #     Entity of this box.
  # @!attribute [rw] track_id
  #   @return [::Integer]
  #     An unique id to identify a track. It should be consistent across frames.
  #     It only exists if tracking is enabled.
  class IdentifiedBox
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Bounding Box in the normalized coordinates.
    # @!attribute [rw] xmin
    #   @return [::Float]
    #     Min in x coordinate.
    # @!attribute [rw] ymin
    #   @return [::Float]
    #     Min in y coordinate.
    # @!attribute [rw] width
    #   @return [::Float]
    #     Width of the bounding box.
    # @!attribute [rw] height
    #   @return [::Float]
    #     Height of the bounding box.
    class NormalizedBoundingBox
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The statistics info for annotations from occupancy counting operator.
  # @!attribute [rw] full_frame_count
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
  #     Counts of the full frame.
  # @!attribute [rw] crossing_line_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::CrossingLineCount>]
  #     Crossing line counts.
  # @!attribute [rw] active_zone_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ActiveZoneCount>]
  #     Active zone counts.
  class Stats
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The object info and instant count for annotations from occupancy counting
    # operator.
    # @!attribute [rw] entity
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
    #     Entity of this object.
    # @!attribute [rw] count
    #   @return [::Integer]
    #     Count of the object.
    class ObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # The object info and accumulated count for annotations from occupancy
    # counting operator.
    # @!attribute [rw] start_time
    #   @return [::Google::Protobuf::Timestamp]
    #     The start time of the accumulated count.
    # @!attribute [rw] object_count
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount]
    #     The object count for the accumulated count.
    class AccumulatedObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for Crossing line count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Line annotation from the user.
    # @!attribute [rw] positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that follows the right hand rule.
    # @!attribute [rw] negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that is opposite to the right hand rule.
    # @!attribute [rw] accumulated_positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated positive count.
    # @!attribute [rw] accumulated_negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated negative count.
    class CrossingLineCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for the active zone count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Active zone annotation from the user.
    # @!attribute [rw] counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     Counts in the zone.
    class ActiveZoneCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The track info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Start timestamp of this track.
  class TrackInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dwell time info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] zone_id
  #   @return [::String]
  #     The unique id for the zone in which the object is dwelling/waiting.
  # @!attribute [rw] dwell_start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The beginning time when a dwelling object has been identified in a zone.
  # @!attribute [rw] dwell_end_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The end time when a dwelling object has exited in a zone.
  class DwellTimeInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#pts ⇒ ::Integer

Returns The presentation timestamp of the frame.

Returns:

  • (::Integer) —

    The presentation timestamp of the frame.



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# File 'proto_docs/google/cloud/visionai/v1/annotations.rb', line 438

class OccupancyCountingPredictionResult
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The entity info for annotations from occupancy counting operator.
  # @!attribute [rw] label_id
  #   @return [::Integer]
  #     Label id.
  # @!attribute [rw] label_string
  #   @return [::String]
  #     Human readable string of the label.
  class Entity
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Identified box contains location and the entity of the object.
  # @!attribute [rw] box_id
  #   @return [::Integer]
  #     An unique id for this box.
  # @!attribute [rw] normalized_bounding_box
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::IdentifiedBox::NormalizedBoundingBox]
  #     Bounding Box in the normalized coordinates.
  # @!attribute [rw] score
  #   @return [::Float]
  #     Confidence score associated with this box.
  # @!attribute [rw] entity
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
  #     Entity of this box.
  # @!attribute [rw] track_id
  #   @return [::Integer]
  #     An unique id to identify a track. It should be consistent across frames.
  #     It only exists if tracking is enabled.
  class IdentifiedBox
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Bounding Box in the normalized coordinates.
    # @!attribute [rw] xmin
    #   @return [::Float]
    #     Min in x coordinate.
    # @!attribute [rw] ymin
    #   @return [::Float]
    #     Min in y coordinate.
    # @!attribute [rw] width
    #   @return [::Float]
    #     Width of the bounding box.
    # @!attribute [rw] height
    #   @return [::Float]
    #     Height of the bounding box.
    class NormalizedBoundingBox
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The statistics info for annotations from occupancy counting operator.
  # @!attribute [rw] full_frame_count
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
  #     Counts of the full frame.
  # @!attribute [rw] crossing_line_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::CrossingLineCount>]
  #     Crossing line counts.
  # @!attribute [rw] active_zone_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ActiveZoneCount>]
  #     Active zone counts.
  class Stats
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The object info and instant count for annotations from occupancy counting
    # operator.
    # @!attribute [rw] entity
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
    #     Entity of this object.
    # @!attribute [rw] count
    #   @return [::Integer]
    #     Count of the object.
    class ObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # The object info and accumulated count for annotations from occupancy
    # counting operator.
    # @!attribute [rw] start_time
    #   @return [::Google::Protobuf::Timestamp]
    #     The start time of the accumulated count.
    # @!attribute [rw] object_count
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount]
    #     The object count for the accumulated count.
    class AccumulatedObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for Crossing line count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Line annotation from the user.
    # @!attribute [rw] positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that follows the right hand rule.
    # @!attribute [rw] negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that is opposite to the right hand rule.
    # @!attribute [rw] accumulated_positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated positive count.
    # @!attribute [rw] accumulated_negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated negative count.
    class CrossingLineCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for the active zone count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Active zone annotation from the user.
    # @!attribute [rw] counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     Counts in the zone.
    class ActiveZoneCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The track info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Start timestamp of this track.
  class TrackInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dwell time info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] zone_id
  #   @return [::String]
  #     The unique id for the zone in which the object is dwelling/waiting.
  # @!attribute [rw] dwell_start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The beginning time when a dwelling object has been identified in a zone.
  # @!attribute [rw] dwell_end_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The end time when a dwelling object has exited in a zone.
  class DwellTimeInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#stats ⇒ ::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats

Returns Detection statistics.

Returns:



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# File 'proto_docs/google/cloud/visionai/v1/annotations.rb', line 438

class OccupancyCountingPredictionResult
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The entity info for annotations from occupancy counting operator.
  # @!attribute [rw] label_id
  #   @return [::Integer]
  #     Label id.
  # @!attribute [rw] label_string
  #   @return [::String]
  #     Human readable string of the label.
  class Entity
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Identified box contains location and the entity of the object.
  # @!attribute [rw] box_id
  #   @return [::Integer]
  #     An unique id for this box.
  # @!attribute [rw] normalized_bounding_box
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::IdentifiedBox::NormalizedBoundingBox]
  #     Bounding Box in the normalized coordinates.
  # @!attribute [rw] score
  #   @return [::Float]
  #     Confidence score associated with this box.
  # @!attribute [rw] entity
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
  #     Entity of this box.
  # @!attribute [rw] track_id
  #   @return [::Integer]
  #     An unique id to identify a track. It should be consistent across frames.
  #     It only exists if tracking is enabled.
  class IdentifiedBox
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Bounding Box in the normalized coordinates.
    # @!attribute [rw] xmin
    #   @return [::Float]
    #     Min in x coordinate.
    # @!attribute [rw] ymin
    #   @return [::Float]
    #     Min in y coordinate.
    # @!attribute [rw] width
    #   @return [::Float]
    #     Width of the bounding box.
    # @!attribute [rw] height
    #   @return [::Float]
    #     Height of the bounding box.
    class NormalizedBoundingBox
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The statistics info for annotations from occupancy counting operator.
  # @!attribute [rw] full_frame_count
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
  #     Counts of the full frame.
  # @!attribute [rw] crossing_line_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::CrossingLineCount>]
  #     Crossing line counts.
  # @!attribute [rw] active_zone_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ActiveZoneCount>]
  #     Active zone counts.
  class Stats
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The object info and instant count for annotations from occupancy counting
    # operator.
    # @!attribute [rw] entity
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
    #     Entity of this object.
    # @!attribute [rw] count
    #   @return [::Integer]
    #     Count of the object.
    class ObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # The object info and accumulated count for annotations from occupancy
    # counting operator.
    # @!attribute [rw] start_time
    #   @return [::Google::Protobuf::Timestamp]
    #     The start time of the accumulated count.
    # @!attribute [rw] object_count
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount]
    #     The object count for the accumulated count.
    class AccumulatedObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for Crossing line count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Line annotation from the user.
    # @!attribute [rw] positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that follows the right hand rule.
    # @!attribute [rw] negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that is opposite to the right hand rule.
    # @!attribute [rw] accumulated_positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated positive count.
    # @!attribute [rw] accumulated_negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated negative count.
    class CrossingLineCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for the active zone count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Active zone annotation from the user.
    # @!attribute [rw] counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     Counts in the zone.
    class ActiveZoneCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The track info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Start timestamp of this track.
  class TrackInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dwell time info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] zone_id
  #   @return [::String]
  #     The unique id for the zone in which the object is dwelling/waiting.
  # @!attribute [rw] dwell_start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The beginning time when a dwelling object has been identified in a zone.
  # @!attribute [rw] dwell_end_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The end time when a dwelling object has exited in a zone.
  class DwellTimeInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end

#track_info ⇒ ::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::TrackInfo>

Returns Track related information. All the tracks that are live at this timestamp. It only exists if tracking is enabled.

Returns:



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# File 'proto_docs/google/cloud/visionai/v1/annotations.rb', line 438

class OccupancyCountingPredictionResult
  include ::Google::Protobuf::MessageExts
  extend ::Google::Protobuf::MessageExts::ClassMethods

  # The entity info for annotations from occupancy counting operator.
  # @!attribute [rw] label_id
  #   @return [::Integer]
  #     Label id.
  # @!attribute [rw] label_string
  #   @return [::String]
  #     Human readable string of the label.
  class Entity
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # Identified box contains location and the entity of the object.
  # @!attribute [rw] box_id
  #   @return [::Integer]
  #     An unique id for this box.
  # @!attribute [rw] normalized_bounding_box
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::IdentifiedBox::NormalizedBoundingBox]
  #     Bounding Box in the normalized coordinates.
  # @!attribute [rw] score
  #   @return [::Float]
  #     Confidence score associated with this box.
  # @!attribute [rw] entity
  #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
  #     Entity of this box.
  # @!attribute [rw] track_id
  #   @return [::Integer]
  #     An unique id to identify a track. It should be consistent across frames.
  #     It only exists if tracking is enabled.
  class IdentifiedBox
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # Bounding Box in the normalized coordinates.
    # @!attribute [rw] xmin
    #   @return [::Float]
    #     Min in x coordinate.
    # @!attribute [rw] ymin
    #   @return [::Float]
    #     Min in y coordinate.
    # @!attribute [rw] width
    #   @return [::Float]
    #     Width of the bounding box.
    # @!attribute [rw] height
    #   @return [::Float]
    #     Height of the bounding box.
    class NormalizedBoundingBox
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The statistics info for annotations from occupancy counting operator.
  # @!attribute [rw] full_frame_count
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
  #     Counts of the full frame.
  # @!attribute [rw] crossing_line_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::CrossingLineCount>]
  #     Crossing line counts.
  # @!attribute [rw] active_zone_counts
  #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ActiveZoneCount>]
  #     Active zone counts.
  class Stats
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods

    # The object info and instant count for annotations from occupancy counting
    # operator.
    # @!attribute [rw] entity
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Entity]
    #     Entity of this object.
    # @!attribute [rw] count
    #   @return [::Integer]
    #     Count of the object.
    class ObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # The object info and accumulated count for annotations from occupancy
    # counting operator.
    # @!attribute [rw] start_time
    #   @return [::Google::Protobuf::Timestamp]
    #     The start time of the accumulated count.
    # @!attribute [rw] object_count
    #   @return [::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount]
    #     The object count for the accumulated count.
    class AccumulatedObjectCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for Crossing line count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Line annotation from the user.
    # @!attribute [rw] positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that follows the right hand rule.
    # @!attribute [rw] negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     The direction that is opposite to the right hand rule.
    # @!attribute [rw] accumulated_positive_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated positive count.
    # @!attribute [rw] accumulated_negative_direction_counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::AccumulatedObjectCount>]
    #     The accumulated negative count.
    class CrossingLineCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end

    # Message for the active zone count.
    # @!attribute [rw] annotation
    #   @return [::Google::Cloud::VisionAI::V1::StreamAnnotation]
    #     Active zone annotation from the user.
    # @!attribute [rw] counts
    #   @return [::Array<::Google::Cloud::VisionAI::V1::OccupancyCountingPredictionResult::Stats::ObjectCount>]
    #     Counts in the zone.
    class ActiveZoneCount
      include ::Google::Protobuf::MessageExts
      extend ::Google::Protobuf::MessageExts::ClassMethods
    end
  end

  # The track info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     Start timestamp of this track.
  class TrackInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end

  # The dwell time info for annotations from occupancy counting operator.
  # @!attribute [rw] track_id
  #   @return [::String]
  #     An unique id to identify a track. It should be consistent across frames.
  # @!attribute [rw] zone_id
  #   @return [::String]
  #     The unique id for the zone in which the object is dwelling/waiting.
  # @!attribute [rw] dwell_start_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The beginning time when a dwelling object has been identified in a zone.
  # @!attribute [rw] dwell_end_time
  #   @return [::Google::Protobuf::Timestamp]
  #     The end time when a dwelling object has exited in a zone.
  class DwellTimeInfo
    include ::Google::Protobuf::MessageExts
    extend ::Google::Protobuf::MessageExts::ClassMethods
  end
end