# Single stream from camera to RTSP with ML detection
Source: [https://docs.qualcomm.com/doc/80-70020-50/topic/single-stream-from-camera-to-rtsp-with-ml-detection.html](https://docs.qualcomm.com/doc/80-70020-50/topic/single-stream-from-camera-to-rtsp-with-ml-detection.html)
Play a stream from the camera through RTSP on a media player (such as
VLC).
- Single stream from camera to the RTSP:
Figure : Pipeline for camera to RTSP
gst-launch-1.0 -e qtiqmmfsrc ! video/x-raw,format=NV12_Q08C,width=1920,height=1080,framerate=30/1 ! \
v4l2h264enc capture-io-mode=4 output-io-mode=5 ! queue ! h264parse config-interval=1 ! queue ! qtirtspbin address= port=Copy to clipboard
Connect
to the stream. For more information, see [RTSP stream on host computer](https://docs.qualcomm.com/doc/80-70020-50/topic/camera-and-video-encode.html#one_stream_1080p_avc_rtsp_from_live_source__section_ayq_2nh_pyb).
- Single stream from camera to the RTSP with ML detection meta stream:
Figure : Pipeline for camera to RTSP with ML detection
Figure : Preview with RTSP source
**In console 1:**
gst-launch-1.0 -e qtiqmmfsrc ! video/x-raw,format=NV12,width=1920,height=1080,framerate=30/1 ! queue ! tee name=split \
split. ! queue ! qtivcomposer name=mixer ! queue ! v4l2h264enc capture-io-mode=4 output-io-mode=5 ! queue ! h264parse config-interval=-1 ! queue ! \
qtirtspbin address= port= \
split. ! queue ! qtimlvconverter ! queue ! qtimltflite delegate=external external-delegate-path=libQnnTFLiteDelegate.so \
external-delegate-options="QNNExternalDelegate,backend_type=htp;" model=/etc/models/yolov8_det_quantized.tflite ! queue ! \
qtimlvdetection threshold=70.0 results=5 module=yolov8 labels=/etc/labels/yolov8.labels \
constants="yolov8,q-offsets=<21.0, 0.0, 0.0>,q-scales=<3.0546178817749023, 0.003793874057009816, 1.0>;" ! video/x-raw,format=BGRA,width=640,height=360 ! queue ! mixer.Copy to clipboard
## Related information
[qtirtspbin](https://docs.qualcomm.com/doc/80-70020-50/topic/qtirtspbin.html)
**Parent Topic:** [LiteRT use cases](https://docs.qualcomm.com/doc/80-70020-50/topic/tensorflow-lite-use-cases.html)
Last Published: Jan 30, 2026
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