RidgeRun Video Stabilization Library/Useful Links/Performance: Difference between revisions
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=== X86 PC === | |||
This uses a synthetic image running at average conditions on Ubuntu 18.04 during 100 iterations. | |||
* CPU: Intel i7-1065G7 (8) @ 3.900GHz | |||
* GPU1: NVIDIA GeForce MX230 | |||
* GPU2: Intel Iris Plus Graphics [0x8a52] | |||
{| class="wikitable" style="text-align:center;" | |||
|- style="font-weight:bold;" | |||
! style="text-align:left;" | Backend | |||
! Dimensions | |||
! Processing Time (ms) | |||
! Average Framerate (fps) | |||
|- | |||
| rowspan="2" style="text-align:left;" | OpenCV | |||
| 720p | |||
| 17.12 | |||
| 58.41 | |||
|- | |||
| 1080p | |||
| 38.85 | |||
| 25.74 | |||
|- | |||
| rowspan="2" style="text-align:left;" | OpenCL<br /><br />(NVIDIA MX230) | |||
| 720p | |||
| 17.62 | |||
| 56.75 | |||
|- | |||
| 1080p | |||
| 21.28 | |||
| 46.99 | |||
|- | |||
| rowspan="2" style="text-align:left;" | OpenCL<br />(Intel Iris) | |||
| 720p | |||
| 6.53 | |||
| 153.14 | |||
|- | |||
| 1080p | |||
| 7.9 | |||
| 126.58 | |||
|} | |||
<noinclude> | <noinclude> | ||
{{RidgeRun Video Stabilization Library/Foot|Useful Links/BMI160 Setup|Contact_Us}} | {{RidgeRun Video Stabilization Library/Foot|Useful Links/BMI160 Setup|Contact_Us}} | ||
</noinclude> | </noinclude> |
Revision as of 17:49, 26 June 2024
RidgeRun Video Stabilization Library RidgeRun documentation is currently under development. |
Table of Contents
[Sticky]
Note: We are still working on this. Stay tuned!
Performance
The heaviest stage of the algorithm is the Video Undistortion. The following metrics come as a result of measuring this stage.
Qualcomm RB5
This is using a synthetic image running at average conditions on Ubuntu 20.04 during 100 iterations.
Backend | Dimensions | Processing Time (ms) | Average Framerate (fps) |
---|---|---|---|
OpenCV | 720p | 22.28 | 44.88 |
1080p | 48.07 | 20.800 | |
OpenCL | 720p | 11.00 | 91.00 |
1080p | 18.77 | 53.28 |
NXP i.MX8 MP
This uses a synthetic image running at average conditions on Yocto Hardnott during 100 iterations. Please, note that the imx8mp is one of the most basic boards.
Backend | Dimensions | Processing Time (ms) | Average Framerate (fps) |
---|---|---|---|
OpenCV | 720p | 84.42 | 11.85 |
1080p | 192.77 | 5.19 | |
OpenCL | 720p | 85.36 | 11.72 |
1080p | 169.32 | 5.91 |
X86 PC
This uses a synthetic image running at average conditions on Ubuntu 18.04 during 100 iterations.
- CPU: Intel i7-1065G7 (8) @ 3.900GHz
- GPU1: NVIDIA GeForce MX230
- GPU2: Intel Iris Plus Graphics [0x8a52]
Backend | Dimensions | Processing Time (ms) | Average Framerate (fps) |
---|---|---|---|
OpenCV | 720p | 17.12 | 58.41 |
1080p | 38.85 | 25.74 | |
OpenCL (NVIDIA MX230) |
720p | 17.62 | 56.75 |
1080p | 21.28 | 46.99 | |
OpenCL (Intel Iris) |
720p | 6.53 | 153.14 |
1080p | 7.9 | 126.58 |