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openvino_person_depth's Introduction

openvino_pretrained_person_depth

RGB IMAGE Depth Map wit Person Objects

Quickly Start

At first, download OpenVINO pretained models from GoogleDrive and OpenVINO Model Zoo. Then putting them under folder "models".

!!Note!!

isl-org/MiDaS#37

The depth output in the app is inverted and provided up to unknown scale and shift, i.e. only inversely relative depth is available.
In each frame, existing a linear equation like "P = D * scale + shift" to project the values of depth maps "D" to the inverse physical absolute measurements "P" according to putting a known scale ruler in the view.

|__ openvino_pretrained_person_depth
   |__ img
   |__ models
       |__ midasnet
       |__ person-detection-retail-0013
   |__ main.py
   |__ Readme.md
   |__ install_requirements.bat

Build docker image with docker build -t openvino_depth:latest . in project root directory. Run below command to start app

docker run --isolation=process --device="class/{interface class GUID of camera}" openvino_depth:latest

Ref

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