A project for the Karanataka State Police Hackathon on Road Accident Prediction using user's Location, weather conditions by applying machine Learning concepts.
https://drive.google.com/drive/folders/1iHHYRkGRhYfO-lTaEjnrkO-QQE428WLU
python app.py
RESULTS AND DISCUSSIONS
Figure 1.1
![User Page]("blob:https://web.whatsapp.com/7b92d2ff-efcf-4131-af17-0498ec02ad26")
The above image is the Home page of the website from where we can access the other parts of the website. To move further we will have to scroll up and continue surfing.
Figure 1.2
![Description Page]("blob:https://web.whatsapp.com/e58ea8e5-59e8-4be5-88cc-711f21640647")
The above image shows the Description of the Project and here we can use the Prediction and Analysis option which gives the analysis of the acciedent data and the prediction of severity of the accident on the given input variables.
Figure 1.3
![Prediction Page]("blob:https://web.whatsapp.com/54f93a2d-2d23-4f84-adac-468bcdb39f79")
The above image shows the pediction after we put in the input for District Name, Weather, Number of Vehicles involved, Latitude and Longitude. This will predict the Severity over these inputs and would show as output.
Figure 1.4
![Analysis Page]("blob:https://web.whatsapp.com/437960b8-0a12-4b88-b9fc-aa60b9409a27")
This image shows the Analysis part of the project and shows grphs of different comparisions as you would scroll down. There are two options shown name View Heat Map and View Severity Map which would open up an inteactive map for Accident data.
Figure 1.5
![Heat map]("blob:https://web.whatsapp.com/d3f6a445-d1e7-40d0-bb26-c508e1d53efa")
This image shows the Heat map for accidents and also marks the hotspots for high accident areas from the website.
Figure 1.6
![Severity dot map]("blob:https://web.whatsapp.com/9c5027cb-0269-4017-a7a4-2ab453e777e4")
This image shows the dot map for the accidents Severity wise and gives the required data throuhout Karnataka.
We have created an AI Bot that would give us informatio on the dataset provided and answer the required queries regarding the accidents. The Bot is in its Beta version.
To access the Bot we can see it on the wesite at the bottom right corner on every page of the site.