[40 FPS] Tensorflow based Fast Pose estimation. OpenVINO, Tensorflow Lite, NCS, NCS2 + Python

[Hyodo__Katsuya]

I implemented Pose estimation using OpenVINO and NCS2.

Someone may already have implemented it, but it would be nice if it helped a lot of engineers.

- Ubuntu 16.04 x86_64

- OpenVINO 2019 R1.0.1

- Tensorflow v1.12.0 + Tensorflow Lite

- USB Camera

- NCS2

- Python 3.5

https://github.com/PINTO0309/MobileNetV2-PoseEstimation.git

[Sahira_Intel]

Hi Katsuya,

Thanks so much for sharing! 

Best Regards,

Sahira 

[gupta__himant]

Hello,

Thanks. I have managed to use it. 

I would like to have the followin scenario and not sure if feasible with Openvino to run two different inferences.

I have Yolov3 model implemented. And only in specific case, i want to use the second model pose estimation .

Is it feasible in openvino to run two different models?

[Hyodo__Katsuya]

It is not possible to load two models into NCS2 at the same time. You must use two NCS2s or infer in two stages.