pinto0309 / openvino-emotionrecognition Goto Github PK

Was it really needed and did it help you imporve the performance? Can we run this application without using multiprocessing?

i have 2 NCS2
i want to USE 1-NCS2 to run first model and use another NCS2 to run second model,it is possible?
how do i set?

Hi there,

I'm trying to get it work on my Ubuntu with a PCIe Movidius. However, I can only use it with the "HDDL"-Device Tag instead of your used "MYRIAD". When I change the input device in your python script, it unfortunately doesn't work anymore (no error message, but simply no detection or anything else)
Do you have any ideas how to use it like that?

Thanks in regard

Hi, I got a weird problem while I'm trying to implement two difference tasks on NCS2 like you did in this work.

I bind a detection net and a recognition net to one NCS2, using async mode. It did work, but I found that if I set num_request for each net to 4 and run for some time, such like 10 minutes, the device status return from Wait() function will always be -9, which means the result is not ready. if I set num_request to 2, it can run for a longer time, such like 3hours, and if set to 1, it can run normally. Have you ever tried to run your program for a long time? I don't know if the problem is about overload..

I noticed that you only call the IEPlugin() function once, and bind those nets to the same plugin no matter how many NCSs you use, the only difference caused by the NCS number is the num_requests, am I right? Does it mean OpenVINO will automatically allocate those work on those NCS2?

[Required] Your device (RaspberryPi3, LaptopPC, or other device name):
Intel NUC

[Required] Your device's CPU architecture (armv7l, x86_64, or other architecture name):
x86_64

[Required] Your OS (Raspbian, Ubuntu1604, or other os name):
Ubuntu 16.04

[Required] Details of the work you did before the problem occurred:
Ran the program as is with 1(one) NCS(not the NCS2)
[Required] Error message:
Emotion output is (0,0)
[Required] Overview of problems and questions:
Just curious if it is supposed to detect emotion on more than one face. When two people are in frame only one person gets an emotion recognized. While looking through your code it looks like it should go through the list of faces and detect emotion on them all but maybe I'm misreading it.

Thanks for any insight!

Hello,Mr Pinto,do you know what kind of model is used here for trainning the emotion-recognition model