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Deep Learning with Python or Matlab, Yolo & RGB camera

Project: Monitoring COVID-19 Physical Distancing Using Vision-Based Human Detection - Python, 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 Python 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 android mobile camera.

Tools:

Tell me what Yolo version you are using*

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]

Should provide Codes, Exe files and remote support

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

Compétences : Python, Architecture Logicielle, Machine Learning (ML), Matlab and Mathematica, Deep Learning

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Concernant l'employeur :
( 20 commentaires ) Cheras, Malaysia

Nº du projet : #30146053

10 freelances font une offre moyenne de 142 $ pour ce travail

sajjadtaghvaeifr

Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I hav Plus

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(47 Commentaires)
5.9
rohaan2

Greetings! I am a computer vision engineer with Deep Learning expertise. Have done many projects using Yolo, CNN's etc. I can provide you the quality work as I have research background as well. Looking forward to worki Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 5 jours
(15 Commentaires)
5.1
JaT83

Hi. I am a Machine Vision Expert. I am very familiar to Deep learning apis such as Tensorflow, TensorflowLite, TfLearn, keras, pytorch, and fastai, mxnet. I have a good hands on working with Advanced R and Python and B Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 7 jours
(19 Commentaires)
5.2
SteMarko

Hello, Thanks for your job posting. I am highly skilled computer vision and machine learning expert well experienced in image processing. I have developed lots of projects such as human pose estimation, customer tracki Plus

%bids___i_sum_sub_35% %project_currencyDetails_sign_sub_36% USD en 5 jours
(16 Commentaires)
4.5
Tonyspychenko

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4.0
saadtariq329

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(2 Commentaires)
3.9
ankitchettri012

Dear client I understood your project properly and i am willing to give this a shot . i do have experience in python and machine learning but i am very concern about the time as this would be my first project and i wi Plus

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0.0
aidevelopersaifu

My current professional Image processing. I have extensive experience with Python3.*. Last 5 years I am working with it. -Machine learning. -Deep Learning. -Computer vision. -Image processing. -Video analysis. -Video Plus

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0.0
iamashik24

hi i am a python ,R developer and machine learning engineer. i can do the project for you and get the code as per requirement. feel free to contact me and we can discuss the details .

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0.0
JahnaviM29

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0.0