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Smart CCTV Security System Using Facial Recognition Through Deep Learning — AI & Machine Learning project by YenkoDev

Smart CCTV Security System Using Facial Recognition Through Deep Learning

Software as a Service

No

Category

AI & Machine Learning

Clients

Chung Yuan Christian University

Techstack

PythonOpenCVdlibRaspberry PiPyQt4

Purpose

Provide entrance surveillance that does more than record, detecting faces in real time, recognizing specific persons of interest, and logging exactly who was seen, where, and when.

Description

A 720p camera on a Raspberry Pi 3B watches an entrance while a PyQt GUI shows the live feed. Haar cascade detection finds faces, and a Histogram of Oriented Gradients plus linear SVM pipeline built on dlib and OpenCV recognizes them. When a watched person appears, the system captures the face, records a 9-10 second clip, and appends a log entry with the person's identity, timestamp, and location.

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