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Nadzor dostopa z razpoznavo obraza s pomočjo kamere ESP-32 in senzorja VL53L1X : diplomsko delo
ID Korošec, Matej (Author), ID Klančar, Gregor (Mentor) More about this mentor... This link opens in a new window

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Abstract
Dandanes so nadzorni sistemi vse pogosteje v uporabi. Uporabljajo se za preprečevanje materialne ali kakršne koli drugačne škode. Sistem nadzorovanja z razpoznavo obraza je idealna rešitev za marsikatero aplikacijo. Največkrat se razpoznava obraza uporablja za namene policije ali drugih organov pregona. V zadnjem času se je razpoznava obraza začela uporabljati tudi na širšem področju, pri čemer najbolj izstopata razpoznava obraza na pametnih telefonih in razpoznava obraza za dostopanje do bančnih storitev prek interneta. V diplomskem delu bo izdelana aplikacijo za nadzorni sistem s pomočjo kamere ESP32-CAM in laserskega senzorja razdalje VL53L1X. Kamera ima že vgrajeno funkcijo razpoznave obrazov. Naloga diplomskega dela je, da se kamera uporabi za razpoznavo obraza shranjenih oseb in vrne povratno informacijo o stanju (ali je oseba prepoznana pravilno ali ne). Senzor razdalje VL53L1X se uporablja kot pomoč pri nastavljanju pravilne razdalje med obrazom in kamero ESP32-CAM za najboljše rezultate razpoznave.

Language:Slovenian
Keywords:kamera ESP-32, razpoznava obraza, senzor razdalje VL53L1X, nadzorni sistem
Work type:Bachelor thesis/paper
Typology:2.11 - Undergraduate Thesis
Organization:FE - Faculty of Electrical Engineering
Place of publishing:Ljubljana
Publisher:[M. Korošec]
Year:2021
Number of pages:XIV, 58 str.
PID:20.500.12556/RUL-127673 This link opens in a new window
UDC:681.518.5:004.93(043.2)
COBISS.SI-ID:68048643 This link opens in a new window
Publication date in RUL:18.06.2021
Views:786
Downloads:102
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Secondary language

Language:English
Title:Access control with face recognition using ESP-32 camera and VL53L1X sensor : visokošolski strokovni študijski program Aplikativna elektrotehnika, smer Avtomatika
Abstract:
Nowadays control systems are getting more and more popular each day. They are being used to prevent material and other types of damage. Face recognition control system is the ideal solution for many applications. Most commonly it is used for law enforcement purposes, but lately the use has expanded quite a bit. Most people come across it every day, by unlocking their phone with the face recognition feature that most of the smartphones have. It is also used for accessing banking information online. The diploma thesis describes the process of creating an application for a access control system with the help of an ESP32-CAM camera and the VL53L1X laser distance sensor. The camera already has a face recognition feature installed and my task is to use that feature for face recognition of the people, whoses faces I had to save onto the camera software, and camera can then return the feedback information about the status (meaning whether the person has been recognized correctly or not). The distance sensor VL53L1X is used just as a tool to help adjust the correct distance between the face and the ESP32-CAM camera for optimal results.

Keywords:ESP32-CAM camera, face recognition, VL53L1X laser distance sensor, contorl system

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