Doable? Cropping and alignment of photo set based on facial landmarks

This page summarizes the projects mentioned and recommended in the original post on /r/computervision

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  • Side-Profile-Detection

    Detecting face profiles (i.e., frontal, left, and right) using face detection model MTCNN

  • side profile detection, but only with frontal/left/right, no differentiation between 45º and 90º

  • ffvideo

    an example FFmpeg lib, and wxWidgets Player with video filters and face detection

  • I have some code doing this in an open source C++ project here: https://github.com/bsenftner/ffvideo Towards the bottom of the README on that page you'll see an image titled "demonstrating tilted head registration" describing what you're trying to do here.

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  • insightface

    State-of-the-art 2D and 3D Face Analysis Project

  • Doable? Certainly! This is the first step in most face recognition pipelines, to detect the face and then crop and align the face chip before generating a face recognition feature vector. Have a look at the insight face GitHub repo as they demonstrate how to do this step: https://github.com/deepinsight/insightface

NOTE: The number of mentions on this list indicates mentions on common posts plus user suggested alternatives. Hence, a higher number means a more popular project.

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