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Hybrid Edge AI for Facial Recognition
0
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
1
Hybrid Edge AI Face Detection
In this article, we’ll run a pretrained DNN model to detect faces in video.
Added 19 Jul 2021
2
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
3
AI Face Detection on Raspberry Pi
In this article we’ll run our face detector on a Raspberry Pi device.
Added 21 Jul 2021
4
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
5
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
6
Using Docker for Facial Identification
In this article we create a Docker container for this system.
Added 29 Jul 2021
7
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
8
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
9
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
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