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CUDA ISP for NVIDIA Jetson/Performance: Difference between revisions

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== '''Jetson Xavier AGX''' ==
In the following sections you will see the performance the elements.
=== cudadebayer ===
'''RGB Output'''
The following pipeline was used to measure the processing time and FPS for the cudadebayer element with an input image with 1920x1200 resolution coming from a camera sensor to an RGB output image.
<source lang=bash>
GST_DEBUG="GST_TRACER:7" GST_TRACERS="proctime" gst-launch-1.0 -ve rrv4l2src io-mode=userptr ! 'video/x-bayer, bpp=10, width=1920, height=1200, format=grbg' ! cudadebayer ! 'video/x-raw, format=RGB' ! fakesink
</source>
The results obtained:
<center>
{| class="wikitable"
|-
! Measurement (Average) !! Jetson Xavier AGX
|-
| FPS || 539
|-
| Processing time (seconds) || 0.001854
|}
</center>
<br>
<br><br>
[[File:Debayer1920x1200rgbproctimev1.png|1000px|frameless|center|CUDA ISP library ]]
<br>
<br><br>
'''I420 Output'''
The following pipeline was used to measure the processing time and FPS for the cudadebayer element with an input image with 1920x1200 resolution coming from a camera sensor to an I420 output image.
<source lang=bash>
GST_DEBUG="GST_TRACER:7" GST_TRACERS="proctime" gst-launch-1.0 -ve rrv4l2src io-mode=userptr ! 'video/x-bayer, bpp=10, width=1920, height=1200, format=grbg' ! cudadebayer ! 'video/x-raw, format=I420' ! fakesink
</source>
The results obtained:
<center>
{| class="wikitable"
|-
! Measurement (Average) !! Jetson Xavier AGX
|-
| FPS || 458
|-
| Processing time (seconds) || 0.002183
|}
</center>
<br>
<br><br>
[[File:Debayer1920x1200i420proctime.png|1000px|frameless|center|CUDA ISP library ]]
<br>
<br><br>
=== cudaawb ===
'''RGB Output'''
The following pipeline was used to measure the processing time and FPS for the cudaawb element with an input image with 1920x1200 resolution coming from a camera sensor to an RGB output image.
<source lang=bash>
GST_DEBUG="GST_TRACER:7" GST_TRACERS="proctime" gst-launch-1.0 -ve rrv4l2src io-mode=userptr ! 'video/x-bayer, bpp=10, width=1920, height=1200, format=grbg' ! cudadebayer ! cudaawb ! 'video/x-raw, format=RGB' ! fakesink
</source>
The results obtained:
<center>
{| class="wikitable"
|-
! Measurement (Average) !! Jetson Xavier NX
|-
| FPS || 752
|-
| Processing time (seconds) || 0.001329
|}
</center>
<br>
<br><br>
[[File:Debayer1920x1200rgbproctime.png|1000px|frameless|center|CUDA ISP library ]]
<br>
<br><br>
'''I420 Output'''
The following pipeline was used to measure the processing time and FPS for the cudaawb element with an input image with 1920x1200 resolution coming from a camera sensor to an I420 output image.
<source lang=bash>
GST_DEBUG="GST_TRACER:7" GST_TRACERS="proctime" gst-launch-1.0 -ve rrv4l2src io-mode=userptr ! 'video/x-bayer, bpp=10, width=1920, height=1200, format=grbg' ! cudadebayer ! cudaawb ! 'video/x-raw, format=I420' ! fakesink
</source>
The results obtained:
<center>
{| class="wikitable"
|-
! Measurement (Average) !! Jetson Xavier NX
|-
| FPS || 473
|-
| Processing time (seconds) || 0.002111
|}
</center>
<br>
<br><br>
[[File:Awb1920x1200i420proctimeagx.png|1000px|frameless|center|CUDA ISP library ]]
<br>
<br><br>


== More cameras ==
== More cameras ==
704

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