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gaze-estimation

Python 3.7 PyPI GitHub

Estimate person gaze based on head orientation and feature landmarks.

Prerequisites

  1. OpenVINO 2020.3 or later

  2. Python 3.7 or later

Setup

  1. Create virtual environment
$ python3 -m venv env
$ source env/bin/activate
  1. Install packages
$ pip3 -r install requirements.txt
  1. Download models

    # Set model downloader path
    export MODEL_DOWNLOADER_PATH=/opt/intel/openvino_2020.3.194/deployment_tools/tools/model_downloader

    3.1 Face detection model

    $> $MODEL_DOWNLOADER_PATH/downloader.py \
            --name face-detection-adas-0001 \
            --precisions FP32 \
            -o models
    

Running

$ python main.py

Output

TODO

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Estimate person gaze based on head orientation and feature landmarks

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