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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

Færdigheder: C++ Programmering, Databehandling, Billedskaber, Linux, Matlab and Mathematica

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Om arbejdsgiveren:
( 0 bedømmelser ) Canada

Projekt-ID: #4112974

15 freelancere byder i gennemsnit $790 for dette job

MikroStar

hi, i can help.

$1200 USD in 40 dage
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6.1
samitXI

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

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5.4
mastermatlab

Hi, please check your PMP

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5.1
bchandra1955

Sure can be take care of professionally.

$555 USD in 25 dage
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4.8
creonsolutions

Engineering undergraduate from sri lanka.I can help u.

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4.3
somu101

Please check PMB

$720 USD in 30 dage
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4.8
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

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HadiAsiaie

Hi, I can help you, please check my proposal in your inbox.

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microniti

Hi!Please check PM

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OvchinnikovAl

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

$700 USD in 30 dage
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2.9
oppl

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

$800 USD in 15 dage
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2.2
astinbenjer

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

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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.

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greenvector

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

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rivo12

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

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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 Mere

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