🌊 Saltwater Intrusion

❓Introduction

We request the user for a seismic video of the body of water, which shows the boundaries of different rock types. We consider each frame in the image, and assign a score using the ML model between [0-9] on the amount of salinity (learn more about this score in "How we built it" on the Devpost. You can see a video at (https://youtu.be/8vPWhWSMnG8) of this process, and the code to generate this video can be found in the Google Colab linked in the Devpost.

This repository contains the server and client code for a live demonstration of the machine-learning model.

📺 Demonstration

Youtube video:

🏆 Hack3 Hackathon

• 3rd Place Winner

• Devpost

• 376 participants

⚙️ Technologies Used

• Frontend: React and TypeScript, Bootstrap, SASS
• Backend: Node.js, Express,js, Python, Tensorflow

🫂 Acknowledgements

Huge thanks to

• Azfar Mohamed
• Raghav Paratkar
• Aditya Bilawar

for the fantastic teamwork, the Hack3 organizers, and the judges!