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Face Detector

Simple Python wrapper for Google's Mediapipe Face Detection pipeline.

Getting Started

These instructions will get you a copy of the project up and running on your local machine for development and testing purposes. See deployment for notes on how to deploy the project on a live system.

Requirements

These are required to use the FaceDetector module

numpy
opencv
tensorflow lite

Anchors

To get the SSD anchors I borrowed the following script here, which is a C++ program that executes the SsdAnchorsCalculator::GenerateAnchors function from this calculator. As there's no reason to modify provided anchors I do not include it into the repository.

Acknowledgments

This work is a study of models developed by Google and distributed as a part of the Mediapipe framework.

The code is motivated and heavily influenced by this repository

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Face Detection based on Google's MediaPipe model

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