Benchmarks
Benchmarked maximum number of cameras on given hardware
Find here an overview on how many cameras of which use case you can run on Perception boxes as well as on reference Hardware for VPX.
During benchmark tests, we run test videos over RTSP cameras, by using an RTSP server. All tests have been conducted at room temperature.
Perception Box | Traffic counting & Intersection monitoring | Journey Time & distribution | Barrierless parking | Barrierless parking with ANPR | Single Space Parking | People |
|---|---|---|---|---|---|---|
P101 | 1 | 1 | 2 | 1 | 4 | 2 |
OP101AC | 1 | 1 | 2 | 1 | 2 | 2 |
OP101DC | 1 | 1 | 1 | 1 | 1 | 1 |
P100 | 1 | 0 | 2 | 0 | 3 | 2 |
OP100 | 1 | 0 | 1 | 0 | 1 | 1 |
With the OP101DC (& OP100) you can only operate 1 camera as there is just one Ethernet port to connect.
Take into consideration that these performances can only be reached if the Swarm VPX agent is running exclusively on the hardware.
NVIDIA Jetson TX2 NX
NVIDIA Jetson NX
NVIDIA Jetson Nano 4 GB
NVIDIA Jetson AGX Xavier
Intel/NVIDIA RTX 2080
- 32GB SD card.
Power Mode | Traffic | Journey Time & distribution | Barrierless Parking | Barrierless Parking + ANPR | Single / Multi Space | People, Head |
|---|---|---|---|---|---|---|
MAX N | 1 | 1 | 2 | 1 | 4 | 2 |
The measured number of streams are dependent on the used power mode.
Power Mode | Traffic | Journey Time & distribution | Barrierless Parking | Barrierless Parking + ANPR | Single / Multi Space | People, Head |
|---|---|---|---|---|---|---|
MAX N | 5 | 3 | 8 | 5 | 10 | 8 |
In order to replicate the above results, we describe our test setup in the following. In order to emulate RTSP cameras, we are using an RTSP server. All tests have been conducted at room temperature.
- 32 GB SD card.
Note: appropriate cooling is required 🌡
- Intel® Core™ i7-9700KF CPU @ 3.60GHz
- 32 GB memory
- NVIDIA RTX 2080
Note: CPU/GPU is at ~100% utilization with 26 dynamic cameras.