GStreamer Pan Tilt Zoom and Rotate Element - Tegra Pipelines
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This page provides example GStreamer pipelines to test GstPTZR features on a NVIDIA®Jetson™ TX1/TX2. These pipelines were tested with JetPack 3.1.
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GStreamer pipelines
Same input and output resolution with zoom level 1:
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
You can change the zoom level by changing "zoom-level".
Magnification (zoom level > 1):
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr zoom-level=2 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
Reduction (zoom level < 1)
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr zoom-level=0 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
You can perform translations relative to the center of the input image by setting the "pan-level" and "tilt-level" properties or perform translations relative to the current position with "pan-delta" and "tilt-delta".
Translate right (-1 < pan level < 0):
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr pan-level=-1 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
Translate left (0 < pan level < 1):
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr pan-level=1 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
Translate down (-1 < tilt level < 0):
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr tilt-level=-1 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
Translate up (0 < tilt level < 1):
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr tilt-level=100 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
The property "normalize-translation" (true by default) lets you switch the translation normalization ON and OFF. When translation normalization is true the minimum and maximum translation values are mapped to -1 and 1. On the other hand, when it is set to false, the pan and tilt levels reflect pixels on the input image.
Turn off translation normalization:
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr normalize-translation=false ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
The property "output-reference" (true by default) lets you change the coordinate system used as reference for translations. This is specially useful after performing a rotation. If you want to move over the input image axis, it must be changed to false.
Set input coordinate system as reference for translations:
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr output-reference=false ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
To rotate the input modify the "rotate-level" property (degrees). You can also perform rotation relative to the current angle with "rotate-delta":
Rotate counter-clockwise (rotate level < 0):
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr rotate-level=-100 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
Rotate clockwise (rotate level > 0):
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr rotate-level=100 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
The element supports input and output of any resolution and aspect ratio
Smaller input image, different aspect ratio:
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1024,height=768,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr zoom-level=1 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
Bigger input image, different aspect ratio:
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1280,height=1024,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr zoom-level=1 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
You can use ranges for input and output caps or leave them unspecified
Resolution range:
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=[480,1280],height=[680,1024],framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr zoom-level=1 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink
Unspecified caps:
NV_CAPS='video/x-raw(memory:NVMM), width=1920, height=1080, format=I420, framerate=30/1' IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' gst-launch-1.0 nvcamerasrc fpsRange="30.0 30.0" ! capsfilter caps="$NV_CAPS" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr zoom-level=1 ! videoconvert ! xvimagesink
Gstd pipelines
Run the element with gstd to change parameters dynamically:
IN_CAPS='video/x-raw,format=RGBA,width=1920,height=1080,framerate=30/1' OUT_CAPS='video/x-raw,format=RGBA,width=1600,height=900,framerate=30/1' gstd& gstd-client pipeline_create p0 nvcamerasrc fpsRange="30.0 30.0" ! nvvidconv flip-method=2 ! capsfilter caps="$IN_CAPS" ! ptzr name=ptzr0 ! capsfilter caps="$OUT_CAPS" ! videoconvert ! xvimagesink gstd-client pipeline_play p0
Change propierties:
gstd-client element_set p0 "ptzr0 zoom-level 0.0" gstd-client element_set p0 "ptzr0 zoom-level 2.0" gstd-client element_set p0 "ptzr0 zoom-level 1.0" gstd-client element_set p0 "ptzr0 tilt-level -1.0" gstd-client element_set p0 "ptzr0 tilt-level 1.0" gstd-client element_set p0 "ptzr0 tilt-level 0.0" gstd-client element_set p0 "ptzr0 pan-level -1.0" gstd-client element_set p0 "ptzr0 pan-level 1.0" gstd-client element_set p0 "ptzr0 pan-level 0.0" gstd-client element_set p0 "ptzr0 tilt-delta -1.0" gstd-client element_set p0 "ptzr0 tilt-delta 1.0" gstd-client element_set p0 "ptzr0 tilt-delta 0.0" gstd-client element_set p0 "ptzr0 pan-delta -1.0" gstd-client element_set p0 "ptzr0 pan-delta 1.0" gstd-client element_set p0 "ptzr0 pan-delta 0.0" gstd-client element_set p0 "ptzr0 rotate-level -90.0" gstd-client element_set p0 "ptzr0 rotate-level 90.0" gstd-client element_set p0 "ptzr0 rotate-level 0.0" gstd-client element_set p0 "ptzr0 rotate-delta -90.0" gstd-client element_set p0 "ptzr0 rotate-delta 90.0" gstd-client element_set p0 "ptzr0 rotate-delta 0.0" gstd-client element_set p0 "ptzr0 normalize-translation false" gstd-client element_set p0 "ptzr0 normalize-translation true" gstd-client element_set p0 "ptzr0 output-reference false" gstd-client element_set p0 "ptzr0 output-reference true"
Stop the pipeline:
gstd-client pipeline_stop p0 gstd-client pipeline_delete p0
Pipelines performance on Jetson TX1
This section presents some performance and latency results obtained with the TX1 running JetPack 3.1. All the pipelines tested obtained 2592x1944@30 buffers from the default camera sensor (OV5693) and transformed them, using ptzr, to a 1920x1080 output at variable frame rates. Even though these pipelines only perform scaling, all ptzr operations should have the same performance. All results are obtained with 10 sample averages.
Pipelines
Without queues, xvimagesink:
gst-launch-1.0 nvcamerasrc ! 'video/x-raw(memory:NVMM),width=2592,height=1944' ! nvvidconv ! 'video/x-raw,format=RGBA,width=2592,height=1944' ! ptzr ! 'video/x-raw,format=RGBA,width=1920,height=1080' ! videoconvert ! xvimagesink sync=false
With queues, xvimagesink:
gst-launch-1.0 nvcamerasrc ! 'video/x-raw(memory:NVMM),width=2592,height=1944' ! queue ! nvvidconv ! 'video/x-raw,format=RGBA,width=2592,height=1944' ! queue ! ptzr ! 'video/x-raw,width=1920,height=1080' ! queue ! videoconvert ! xvimagesink sync=false
With queues, xvimagesink and nvvidconv:
gst-launch-1.0 nvcamerasrc ! 'video/x-raw(memory:NVMM),width=2592,height=1944' ! queue ! nvvidconv ! 'video/x-raw,format=RGBA,width=2592,height=1944' ! queue ! ptzr ! 'video/x-raw,width=1920,height=1080' ! queue ! nvvidconv ! 'video/x-raw(memory:NVMM)' ! queue ! nvvidconv ! xvimagesink sync=false
Without queues, nvoverlaysink:
gst-launch-1.0 nvcamerasrc ! 'video/x-raw(memory:NVMM),width=2592,height=1944' ! nvvidconv ! 'video/x-raw,format=RGBA,width=2592,height=1944' ! videoscale ! 'video/x-raw,format=RGBA,width=1920,height=1080' ! nvvidconv ! nvoverlaysink sync=false
With queues, nvoverlaysink:
gst-launch-1.0 nvcamerasrc ! 'video/x-raw(memory:NVMM),width=2592,height=1944' ! queue ! nvvidconv ! 'video/x-raw,format=RGBA,width=2592,height=1944' ! queue ! ptzr ! 'video/x-raw,format=RGBA,width=1920,height=1080' ! queue ! nvvidconv ! nvoverlaysink sync=false
Results
Pipeline | ARM load (%) | GPU load (%) | Frame rate (fps) | Latency (ms) |
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Without queues, xvimagesink | 25.3 | 47.4 | 15.9 | 690 |
With queues, xvimagesink | 61.5 | 41.8 | 29.8 | 644 |
With queues, xvimagesink and nvvidconv | 53.7 | 79.2 | 29.3 | 460 |
Without queues, nvoverlaysink | 15.5 | 53.0 | 26.3 | 402 |
With queues, nvoverlaysink | 22.1 | 54.4 | 30.1 | 344 |