I'd like to ask for support specific to the new Movidius MyriadX (Neural Compute Stick 2).
While running the "crossroad_camera_demo.exe" for person detection, the FPS is around 1.68fps on MYRIAD. While on my laptop's CPU it runs around 5fps.
My expectation was, running inference on MYRIAD will increase/improve the frame rate. Could someone confirm if my expectation was wrong?
I am running on Windows 10, and the project is built on VS2017/Debug mode. Please see attached files for more information.
FPS on Myriad:
FPS on CPU:
If there any information I missed that's why the FPS is slow, I would be happy to hear it.
Thanks in advance!
I would highly recommend using person-detection-retail-0013 as it gives roughly about 6 FPS with decent accuracy for the crossroad demo.
I did use the person-detection-retail-0013 model that you've mentioned, and indeed I got 6-FPS in it. Theoretically if I have 4 pcs. of NCS2, will it give me a 4x boost on performance like 24-FPS? Also will the data being transferred from host to USB be a possible bottleneck when run in parallel?
Did you experiment with multiple pieces of NCS2 and notice any performance gain? I did see some videos with raspi connected to multiple NCS2, not sure about the gain though.