Ditutup

Face recognition and detection systems applied to class attendance

the class attendance systems using face recognition and detection would work like this-

The duration of a class of 20 students(minimum) is usually 45 min on the average. The systems uses a camera as input device and takes snaps shots (or video)of students seated at predetermined time slots, detect their faces(students would not wear mask, caps etc and would not pose for their faces/pictures to be taken etc) and matches them against a known database of students that have registered for the class.

it then performs a recognition(multi) and updates the class register accordingly. The lecturer can then log into the system to know who attended his class etc.

.Students must be in class for a minimum duration of 70 % of the time(for instance, it should perform this face detection and recognition by taking real time pictures every 5 minutes and processing it).

You could make any addition as you deem fit and you could test it using any class room formation with a your friends seated and should be robust enough to give an accurate result atleast 90 percent of the time. An unauthorised student attending the class should be declared as unknown.

And as I advised earlier, you could use any of the known face recognition techniques( like adaboost with cascade detector, neural networks ,viola , gabor wavelet, open CV etc) and face detection techniques(subspace LDA etc).you might try simple techniques like eigenface, fisherface or PCA but the might not be robust enough.

NB-It could run either on Linux or Windows and their is flexibility as to technique. if you feel some threshold needs to be revisited to make this project implementable ,feel free to discuss your suggestion

Kemahiran: Pengaturcaraan C++, Pemprosesan Data, Pengimejan, Linux, Matlab and Mathematica

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Tentang Majikan:
( 0 ulasan ) Canada

ID Projek: #4112974

14 pekerja bebas membida secara purata $815 untuk pekerjaan ini

samitXI

I already completed such task. Please check your inbox for my proposal :) Thanks

$500 USD dalam 2 hari
(92 Ulasan)
6.8
MikroStar

hi, i can help.

$1200 USD dalam 40 hari
(39 Ulasan)
7.0
creonsolutions

Engineering undergraduate from sri lanka.I can help u.

$550 USD dalam 30 hari
(25 Ulasan)
5.8
bchandra1955

Sure can be take care of professionally.

$555 USD dalam 25 hari
(74 Ulasan)
5.9
mastermatlab

Hi, please check your PMP

$400 USD dalam 10 hari
(31 Ulasan)
5.2
krishnaiitd

Hello I have worked on Face Recognition Algorithms before , I have Masters Degree in Computer Science and Statement of Accomplishment in Algorithms from Stanford . Thanks

$782 USD dalam 7 hari
(6 Ulasan)
4.4
greenvector

Hi, i can solve this. I am experienced in signal and image processing.

$400 USD dalam 20 hari
(9 Ulasan)
3.9
OvchinnikovAl

Hi, I can do this project using openCV and cross-platform framework Qt4 for GUI Best Regards.

$700 USD dalam 30 hari
(5 Ulasan)
3.3
somu101

Please check PMB

$720 USD dalam 30 hari
(16 Ulasan)
4.9
oppl

PhD student in image processing/analysis. Will be able to do it.

$800 USD dalam 15 hari
(1 Ulasan)
2.2
astinbenjer

its simple , I did several project before. Consider it done. Check pm

$450 USD dalam 8 hari
(0 Ulasan)
0.0
sirobeu

This is a fairly large job to do properly. Need to optimize the pipeline from capturing the images to recognition and analysis. Please contact me for further information.

$3000 USD dalam 60 hari
(0 Ulasan)
0.0
rivo12

Hi, i can help you with your project in perfect way please read my PM.

$600 USD dalam 7 hari
(0 Ulasan)
0.0
maurobottero

Hello, I am a telecom engineer with 12 years experience in the development of signal processing algorithms and reference models in industrial wireless projects. I have been using Matlab and C/C++ codes to model, simul Lagi

$750 USD dalam 15 hari
(0 Ulasan)
0.0