What are the fastest face decection liblaries for detect faces in a video?

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

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  • video-inference

    Discontinued Example showing how to do inference on a video file with Roboflow Infer

  • Video Inference: https://github.com/roboflow-ai/video-inference

  • yolov5

    YOLOv5 🚀 in PyTorch > ONNX > CoreML > TFLite

  • https://github.com/ultralytics/yolov5 (scroll down to Inference with detect.py in the ReadMe)

  • 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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  • yolov5-face

    YOLO5Face: Why Reinventing a Face Detector (https://arxiv.org/abs/2105.12931) ECCV Workshops 2022)

  • If they are few faces and close to the camera try Mediapipe. If they are many try https://github.com/deepcam-cn/yolov5-face or train your own.

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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