pipeline.json

{
	"type": "GStreamer",
	"template": ["appsrc name=source ! decodebin ! videoconvert",
				" ! gvadetect model={models[object_detection][person_vehicle_bike][network]} name=detection",
				" ! appsink name=destination"],
	"description": "Object Detection using gstreamer gvadetect element, check more about gvadetect at https://github.com/openvinotoolkit/dlstreamer_gst/wiki/gvadetect",
	"parameters": {
		"type": "object",
		"properties": {
			"detection-properties": {
				"element": {
					"name": "detection",
					"format": "element-properties"
				}
			},
			"detection-device": {
				"element": {
					"name": "detection",
					"property": "device"
				},
				"type": "string",
				"default": "CPU"
			},
			"detection-model-instance-id": {
				"element": {
					"name": "detection",
					"property": "model-instance-id"
				},
				"type": "string"
			},
			"batch-size": {
				"element": "detection",
				"type": "integer"
			},
			"inference-interval": {
				"element": "detection",
				"type": "integer",
				"minimum": 1,
				"maximum": 4294967295
			},
			"device-extensions": {
				"element": "detection",
				"type": "string"
			},
			"cpu-throughput-streams": {
				"element": "detection",
				"type": "integer",
				"minimum": 0,
				"maximum": 4294967295
			},
			"gpu-throughput-streams": {
				"element": "detection",
				"type": "integer",
				"minimum": 0,
				"maximum": 4294967295
			},
			"ie-config": {
				"element": "detection",
				"type": "string"
			},
			"pre-process-backend": {
				"element": "detection",
				"type": "string"
			},
			"nireq": {
				"element": "detection",
				"type": "integer",
				"minimum": 1,
				"maximum": 64
			},
			"reshape": {
				"element": "detection",
				"type": "boolean"
			},
			"reshape-height": {
				"element": "detection",
				"type": "integer"
			},
			"reshape-width": {
				"element": "detection",
				"type": "integer"
			},
			"threshold": {
				"element": "detection",
				"type": "number"
			}
		}
	}
}