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.
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.
Matlab Version I am using R2020b
Tell me what Yolo version you are using
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
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
8 freelances font une offre moyenne de 223 $ pour ce travail
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
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.
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
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
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
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
- previous experience in such topics; - eager to discuss a lot in this chat stream; - degree stats / maths;
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