Useful Links - Performance
RidgeRun Video Stabilization Library RidgeRun documentation is currently under development. |
Table of Contents
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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 |