Katsuya Hyodo

@Qlinkwisp Pascal VOC labels example ``` [Background] Person Car Bicycle Bus Motorbike Train Aeroplane Chair Bottle Dining Table Potted Plant TV/Monitor Sofa Bird Cat Cow Dog Horse Sheep ``` If...

@AusMatt In "Ubuntu16.04 + x86_64/AMD64", sufficient performance can be obtained with OpenCV introduced by pip installation. ```bash $ sudo -H pip3 install pip --upgrade $ sudo -H pip3 install opencv-python...

@AusMatt I'm sorry. I had provided you with erroneous information. The following is likely to be helpful. Please change the version of OpenCV by yourself. **https://www.learnopencv.com/install-opencv-3-4-4-on-ubuntu-16-04/** >In general I think...

@AusMatt You can install it below. **https://pypi.org/project/opencv-python/#history** ```bash $ sudo -H pip3 install pip --upgrade $ sudo -H pip3 install opencv-contrib-python==3.4.5.20 --upgrade ```

@nunux13 Thank you for giving feedback. I am just implementing MultiProcess + YoloV3. And thank you for providing very useful information. >Have you bench using 4 ncs on rpi ?...

@nunux13 NCS2 x4 + RaspberryPi3 ---> 24 FPS The ARM architecture CPU does not seem to be able to demonstrate sufficient performance. By the way, implementation of YoloV3 's MultiProcess...

@nunux13 Only performance tuning is over. MultiStickSSDwithRealSense_OpenVINO_NCS2.py - Youtube (RaspberryPi3, NCS2 x1, 24 FPS) https://youtu.be/Xj2rw_5GwlI - GIF 

>Why GPU does not have a better performance? Is it normal? Yes. The same results were obtained with my past benchmarks. The more CPU cores, the better the performance. Since...

There is a difference depending on the resolution, so it can not be said in general. I listed the URL of the video in the Readme, did you see it?...

@Luxonis-Brandon A little improvement of RealSense latency. Commit: https://github.com/PINTO0309/MobileNet-SSD-RealSense/commit/985af1e22379bc2b48e1782ab97d1916a233be34 ```bash $ python3 MultiStickSSDwithRealSense_OpenVINO_NCS2.py -mod 0 -numncs 1 ``` As expected, Image resizing (640, 480) -> (300, 300) is very high...