Deeply Monitoring COVID-19 Physical Distancing Using Vision-Based Human Detection - Yolo, Matlab, & RGB camera
$30-250 USD
Igangværende
Slået op cirka 3 år siden
$30-250 USD
Betales ved levering
The Deadline is : 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
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 sure I can do your project perfectly.
I am using Yolo v2/v3 and v4 also possible.
I think it will take me 3~10 days.
I can start immediately and show you the progress state every day.
Charge: as much as possible, as you can.
Looking forward your response.
Kirill.
$100 USD på 7 dage
5,0 (1 bedømmelse)
2,0
2,0
7 freelancere byder i gennemsnit $144 USD på dette job
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 implementing and testing algorithms, developing the computational codes, performing extensive data analysis and visualization and developing application with graphics user interface.
I'm interested in your project. Please send me a message so that we can discuss more.
Best wishes.
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 analysis and statistics in Matlab.
Please share the details of the project to discuss further.
Hi there, I am a senior electronics engineer.
I have enough experience in Circuit Design, PCB design and Microcontroller.
I have understood the project description, i am 100% sure i can complete your task.
Please let me discuss about your project in more detail.
I will keep good communication for discussing.
Best regards
Zhanet
Dear. Thanks for your job posting.
I have been working for Deep learning and Image Processing for 8 years.
And so I have worked to develop for Yolo using matlab and python.
As a senior developer, I will deliver your project with high quality, full satisfaction in time.
I hope we will discuss in more detail about your project.
Kind regards.
hello dear,
i am PHD scholler in electical. i m expert Matlab/simulink, image processing, GUI, C++ coder, neural network, algorthim solver. thesis wrteer with turnative report after complet program brif in google meet.
hi there i have already done this kind of project. am electrical engineer having 5 year experience alot of experience in Matlab, image processing. kindly contact me