Am I a joke to you - Geospatial Terror Threat Level Predictor

[adityaXXX]

Am I a joke to you - Geospatial Terror Threat Level Predictor

ℹ️ Project information

• Project Name: Geospatial Terror Threat Level Predictor
• Short Project Description: We will design a geo-exploration tool that will predict the region of terrorist attack and then display the distribution of threat within that predicted region.
• Team Name: Am I a joke to you
• Team Members: Amber Saxena @AmberSaxena47, Ranraj Singh @ranraj9, Akshay Rai @akshay454, Sagar @sgrdng96, Aditya Kumar @adityaXXX
• Repository Link: https://github.com/adityaXXX/HackFest
• PPT: https://drive.google.com/drive/folders/1nFZtJ4dg8mjwkCwx5TGItNMRJUr-ZsmG
• YouTube Demo:
  • https://www.youtube.com/watch?v=19DoPgDcj54&feature=youtu.be
  • https://www.youtube.com/watch?v=8Fz9_UQ7ciQ&feature=youtu.be
• LIVE DEMO: Connect to PANMAN1(Password: IIT@#890), go to 172.17.20.161:8080 on your Mobile Phone.

🔥 Your Pitch

Overview:
Terrorism is the biggest threat to humanity. Currently Intelligence Agencies rely heavily on their sources and informants to anticipate possible terror attacks but unfortunately, these sources usually do not have ‘complete information’. Predicting the exact latitude and longitude is impossible so we will design a geo-exploration tool that uses this ‘incomplete information’ to predict the region of the attack and display the distribution of threat in that predicted region. This will alert local law enforcement agencies so that they can pay extra attention at the high risk areas. No such similar work has been done to aid Govt. agencies to form strategies accordingly. All the high-risk places(Airport,military base) will be marked on the map. (Do Look at the gif link in the demo) This is what we want to build.
Scope:
We believe this project has the potential to revolutionize the Defence agency’s Strategic Planning Process in states to counter terrorism.This project can be scaled to a higher level if we have access to the high quality data( confidential ) available with the government agencies that tracks the transactions of these terrorist groups.

Our progress:

We have completed the most strenuous and time-consuming task of our project:- Data Preprocessing. We are in the stage of building the prediction model. We are parallelly working on different prediction models and we will choose the model with the best accuracy for our app.
We will start building our dash app after completing the modeling part. We have figured out the process of integrating map api with the app framework and designed a short demo(gif) of what our app is capable of.(link in the demo section of this issue).

🔦 Any other specific thing you want to highlight?

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✅ Checklist

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[adityaXXX]

Final Submission.