mediapipe-rs/mediapipe/graphs/tracking/subgraphs/object_tracking_gpu.pbtxt

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2022-03-01 13:04:01 +01:00
# MediaPipe object tracking subgraph.
type: "ObjectTrackingSubgraphGpu"
input_stream: "VIDEO:input_video"
input_stream: "DETECTIONS:new_detections"
output_stream: "DETECTIONS:tracked_detections"
# Assigns an unique id for each new detection.
node {
calculator: "DetectionUniqueIdCalculator"
input_stream: "DETECTIONS:new_detections"
output_stream: "DETECTIONS:detections_with_id"
}
# Converts detections to TimedBox protos which are used as initial location
# for tracking.
node {
calculator: "DetectionsToTimedBoxListCalculator"
input_stream: "DETECTIONS:detections_with_id"
output_stream: "BOXES:start_pos"
}
# Subgraph that tracks boxes (see box_tracking_gpu.pbtxt).
node {
calculator: "BoxTrackingSubgraphGpu"
input_stream: "VIDEO:input_video"
input_stream: "BOXES:start_pos"
input_stream: "CANCEL_ID:cancel_object_id"
output_stream: "BOXES:boxes"
}
# Managers new detected objects and objects that are being tracked.
# It associates the duplicated detections and updates the locations of
# detections from tracking.
node: {
calculator: "TrackedDetectionManagerCalculator"
input_stream: "DETECTIONS:detections_with_id"
input_stream: "TRACKING_BOXES:boxes"
output_stream: "DETECTIONS:tracked_detections"
output_stream: "CANCEL_OBJECT_ID:cancel_object_id"
input_stream_handler {
input_stream_handler: "SyncSetInputStreamHandler"
options {
[mediapipe.SyncSetInputStreamHandlerOptions.ext] {
sync_set {
tag_index: "TRACKING_BOXES"
}
sync_set {
tag_index: "DETECTIONS"
}
}
}
}
}