Devam Ediyor

Deep Learning with Matlab, Yolo & RGB camera - Need Good GPU

You should have Good GPU. Because it is difficult to set the parameter due to some slowdown.

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

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*

Do you have GPU? need it.

Idea:

For the detection use yolo method

For the neural network need for sample video (find in gdrive link)

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

Download project proposal and refrnc: [login to view URL]

Download videos and images for the model from gdrive here: [login to view URL]

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

Beceriler: Matlab ve Mathematica , Algoritma, Elektrik Mühendisliği, Yazılım Mimarisi, Deep Learning

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İşveren Hakkında:
( 12 değerlendirme ) Cheras, Malaysia

Proje NO: #30133667

Seçilen:

ahmedalqayed

Hello, I an experienced python developer with machine learning expertise. I worked on numerous computer vision projects and I am very familiar with yolo, we can use yolov3. I believe that I can help you to accomplish Daha Fazla

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(3 Değerlendirme)
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Bu iş için 3 freelancer ortalamada $117 teklif veriyor

Sandeep2805

Hello, Thanks for your posting. I am full experienced in python and matlab using machine learning expertise. I have developed a lot computer vision projects and I am very familiar with yolo2/3/5 as well as I can delive Daha Fazla

$140 USD in 7 gün içinde
(1 Yorum)
1.8
muhammadEng

I have gone through your project requirements in detail in which you are looking for Matlab programmer. I highly interested to work on this project and will complete the project within the estimated time period. I'm ex Daha Fazla

$111 USD in 3 gün içinde
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