Hybrid Edge AI for Facial Recognition

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Getting Started With Hybrid Edge AI for Facial Recognition

In this article we discuss the principles of face detection and facial recognition.

Added 19 Jul 2021
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Hybrid Edge AI Face Detection

In this article, we’ll run a pretrained DNN model to detect faces in video.

Added 19 Jul 2021
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Hybrid Edge AI Face Alignment

In this article I’ll explain how to perform the alignment based on the face landmarks the detector has found.

Added 20 Jul 2021
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AI Face Detection on Raspberry Pi

In this article we’ll run our face detector on a Raspberry Pi device.

Added 21 Jul 2021
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Creating a Face Database for Edge AI Facial Recognition

In this article we’ll explain how to create a simple database for face recognition.

Added 22 Jul 2021
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Introduction to Face Identification

In this article, we focus on developing and testing a face identification algorithm along with the face detection module.

Added 28 Jul 2021
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Using Docker for Facial Identification

In this article we create a Docker container for this system.

Added 29 Jul 2021
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Web API for Face Recognition

In this article, we’ll wrap the face identification model in a simple Web API, create a client application on the Raspberry Pi, and run the client-server system.

Added 30 Jul 2021
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Running Face Recognition on Kubernetes

In this next article of the series, we’ll show how to run the face recognition servers on Kubernetes.

Added 3 Aug 2021
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Hybrid Edge AI for Facial Recognition: Next Steps

In this article, we’ll discuss some aspects of developing a facial recognition system from scratch.

Added 4 Aug 2021