An AI tool to prevent spreading of coronavirus (COVID-19) by using computer vision on video surveillance. A social distancing analyzer AI tool to regulate social distancing protocol using video surveillance of CCTV cameras and drones. Monitoring SocialDistance to prevent COVID19
What it does
Monitoring SocialDistance automatically detects the extent to which social distancing protocols are followed in the area.Deploying it on current surveillance systems /drones used by police to monitor large areas can help to prevent coronavirus by allowing automated and better tracking of activities happening in the area. It shows analytics of the area in real time. It can also be used to alert.
Challenges I ran into
While running due to CPU machine I get results slowly.
Accomplishments that I'm proud of
Get the areal time nalytics such as:
- Number of people in a particular area
- Number of people in high risk
- The extent of risk to a particular person.
What I learned
To detect objects and find the distance between two objects, Tensorflow API's