[D] Alternatives to Mediapipe's FaceMesh for 3D Face Reconstruction

This page summarizes the projects mentioned and recommended in the original post on /r/MachineLearning
3D face-alignment Face Pytorch Reconstruction

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  • DECA

    DECA: Detailed Expression Capture and Animation (SIGGRAPH 2021)

    • You can check DECA, 3DDFA , as they give you detailed 3d landmarks (detailed as in "denser" 3d landmarks) which is obtained through Face Blendshape Vertices.

  • 3DDFA

    The PyTorch improved version of TPAMI 2017 paper: Face Alignment in Full Pose Range: A 3D Total Solution.

    • You can check DECA, 3DDFA , as they give you detailed 3d landmarks (detailed as in "denser" 3d landmarks) which is obtained through Face Blendshape Vertices.

  • InfluxDB

    Power Real-Time Data Analytics at Scale. Get real-time insights from all types of time series data with InfluxDB. Ingest, query, and analyze billions of data points in real-time with unbounded cardinality.

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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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