Best models / libraries for fast, batch face recognition/extraction

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

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  • deepface

    A Lightweight Face Recognition and Facial Attribute Analysis (Age, Gender, Emotion and Race) Library for Python

  • If you want to extract the template/embedding and do matching, AdaFace is the new hotness, but I also recommend ArcFace for all of your face detection and recognition needs. If you want something that works well out of the box, check out https://github.com/serengil/deepface and https://github.com/deepinsight/insightface.

  • insightface

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

  • If you want to extract the template/embedding and do matching, AdaFace is the new hotness, but I also recommend ArcFace for all of your face detection and recognition needs. If you want something that works well out of the box, check out https://github.com/serengil/deepface and https://github.com/deepinsight/insightface.

  • 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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