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Surveillance System for monitoring Social Distancing and face mask.

The aim of this project is to Design and implement real time human object tracking and face mask detection.(social distancing),

Module A-Pedestrian detection

a) Real time Background Subtraction using transformed Low Rank Matrix Factorization with the Mixture of Gaussian distribution (t-LMRFMOG).

b) Extracting edgelets (lines, arcs, and segments) by applying edge filters to detect person.

{the above objective is achieved}.

THE REST OF THE OBJECTIVE IS NEEDED TO BE DONE

Module B-Obtain distance between bottom center points of the bounding box using perspective transform algorithm.

Module C-Face mask detection

a) Performing skin color segmentation to get skin color region.

b) Locating possible face blocks by some restrictions on the region.

c) Extracting features such as eye detection and elliptical shape detection.

d) Extracting face ROI and applying to face mask classifier to determine “mask” or “no mask”.

Module D-Performance testing and evaluation of surveillance system.

a) The HOG Features are extracted from the face/face mask databases and are sent to SVM classifier for training purpose.

b) The input frames are used for testing ones the classifier is prepared.

Compétences : Matlab and Mathematica, Machine Learning (ML), Algorithme

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Concernant l'employeur :
( 0 commentaires ) Lucknow, India

Nº du projet : #29585724

7 freelances font une offre moyenne de 20365 ₹ pour ce travail

janebittner09

Dear. Thanks for your job posting. I am a senior software engineer from Bulgaria. I have been working for Deep learning and Image Processing for 8 years. In my opinion, for detection in real world, we should use deep Plus

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4.5
vikram2web

Hi there. I have 8 years of experience in MATLAB. let's get into the chat when you are available. thanks

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mcollinscalz

Hello this is Collins and my previuos project has been to implement Convolutional Neural Network in the detection of Covid 19 in Lungs. Applying the same knowledge I can be able to work on your project involving implem Plus

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iPingDataLabsLLP

Hi, Greetings for the day! We got really excited after reading the project title because we have already implemented Face Mask Detection and Social Distancing Detecting using Computer Vision. We have done it in Pytho Plus

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bsaksham302

Greetings! I am submitting my resume in response to the recently advertised "Surveillance System for monitoring Social Distancing and face mask". I believe that my training and experience closely match your requireme Plus

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SRAV20177

Hi, I've worked on object detection models and various face recognition models and had experience in all deep learning and machine learning frameworks. Some of the projects are listed below: 1. social distancing using Plus

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