RidgeRun Video Stabilization Library/Useful Links/Performance: Difference between revisions
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=== NVIDIA Jetson === | |||
==== Xavier NX ==== | |||
This is using a synthetic image running at average conditions on Jetpack 5.1.2 during 100 iterations. | |||
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! Average Framerate (fps) | |||
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Revision as of 20:03, 16 September 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 | 171.6 | 5.83 | |
4K | 781.7 | 1.28 | |
OpenCL | 720p | 11.00 | 91.00 |
1080p | 18.69 | 53.5 | |
4K | 41.65 | 24.01 |
NVIDIA Jetson
Xavier NX
This is using a synthetic image running at average conditions on Jetpack 5.1.2 during 100 iterations.
Backend | Dimensions | Processing Time (ms) | Average Framerate (fps) |
---|---|---|---|
OpenCV | 720p | ||
1080p | |||
4K | |||
CUDA | 720p | ||
1080p | |||
4K |
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 | 26.65 | 37.52 |
1080p | 38.85 | 25.74 | |
4K | 922.1 | 1.08 | |
OpenCL (NVIDIA MX230) |
720p | 18.22 | 54.88 |
1080p | 26.84 | 37.26 | |
4K | 50.1 | 19.96 | |
OpenCL (Intel Iris) |
720p | 6.53 | 153.14 |
1080p | 8.59 | 116.4 | |
4K | 17.54 | 57.01 | |
CUDA (NVIDIA MX230) |
720p | 17.58 | 56.25 |
1080p | 25.7 | 38.91 | |
4K | 78.9 | 12.67 |