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Monitoring COVID-19 Physical Distancing Using Vision-Based Human Detection - Matlab, Yolo & RGB camera

Deadline : 5 days from creating milestone

Description: Physical distancing is crucial for preventing the spread of contagious illnesses such as COVID-19 (coronavirus). COVID-19 can spread through coughing, sneezing and close contact. By minimizing the amount of close contact with others, we reduce our chances of catching the virus and spreading it to our loved ones and within our community. Physical distancing is the practice of purposefully reducing close contact between people by avoiding the crowded scene. This can be practice by maintaining a distance of about at least 6 feet from others when possible. Motivated by this notion, this research will propose a vision-based deep learning framework for automating the task of monitoring physical distancing using surveillance video. The proposed framework will perform the human detection model to segregate humans from the background and track the identified people with the help of bounding boxes and assigned IDs. The violation index term will be proposed based on the crowd density measure to quantify the non adoption of social distancing protocol.

Requirement:

Should use MATLAB to explore the knowledge of computer vision and machine learning. The final outcome of this project is expected to be a software-based implementation with a graphical user interface to connect with an RGB camera.

Tools:

Matlab Version I am using R2020b

Tell me what Yolo version you are using

Idea:

For the detection use yolo method

For the neural network need for 3 sample video (attached two videos) and image

The simulation only for the recorded video, Not in the real-time

Files:

Attached article related to our work right for the methodology and experiment part

Attached Project Proposal

Attached 2 sample videos (Find another 1 videos and show me before using, or you may suggest me for the videos)

Download all files from gdrive here: [login to view URL]

Tell me how long it will take to complete (Start immediately and give progress every day)

Tell me the charges also

Compétences : Matlab and Mathematica, Algorithme, Génie Électrique, Ingénierie, MATLAB

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Concernant l'employeur :
( 23 commentaires ) Balakong, Malaysia

Nº du projet : #29975260

8 freelances font une offre moyenne de 223 $ pour ce travail

sajjadtaghvaeifr

Hi, I hope you are doing fine. I have done many projects with Matlab including my masters and PhD thesis. I have also published 20 journal articles almost all of them used matlab. I have a lot of experience in implemen Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(49 Commentaires)
6.0
MihailKuzmin

Hi. I am an expert in Machine Learning who has many experiences in object/human counting in image. I can provide perfect results according to your proposal. Please open chat window and send me details. Thanks.

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 2 jours
(13 Commentaires)
4.5
anushka03367

I have over 5 years of expertise with Matlab, Simulink and reports based on the same. I also have knowledge in Image processing, Communications, Electrical Engineering and other related subjects. I can also do data an Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(1 Évaluation)
3.9
KirilNovoselov

Hi, Sir. I have gone through your project details-proposal, ref journal and sample videos. I am an expert that have much experience in MATLAB AI image processing projects. I am interested in your project, and I am su Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(1 Évaluation)
2.0
akashtho

Hello how are you. I have done similar work before. It is real time face recognition camera surveillance system. you can see it in my profile. I am using yolo version 3 to 5. ============================= I have done Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(0 Commentaires)
0.0
techkeeda

Hello, We developed the exact thing and implemented it on raspberry pi as an edge device in India. Everything is ready. Would love to show you the demo as well as give the code. Can make few changes as per your requir Plus

%bids___i_sum_sub_32% %project_currencyDetails_sign_sub_33% USD en 1 jour
(0 Commentaires)
0.0
uvtxyz1991

- previous experience in such topics; - eager to discuss a lot in this chat stream; - degree stats / maths;

%bids___i_sum_sub_32% %project_currencyDetails_sign_sub_33% USD en 1 jour
(0 Commentaires)
0.0
alphasoln

Hello brother , We have read all your requirements and luckily we have already built a project like this with all the reports and synopsis available. If you want to take a look at those reports you can contact us and w Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 3 jours
(0 Commentaires)
0.0