JunctionxSeoul 2021 - Team CAMAI

Welcome to the Team CAMAI project repository! Our goal is to use AI models to predict shifts in river flows, assisting communities, governments, and real estate agents in making informed decisions.

Project Goals

• Help communities around the river make better decisions
• Assist governments in developing improved infrastructure plans
• Support real estate agents in making smarter investments

We analyze observed patterns from satellite images and present our results.

Repository Structure

• Data/ - Directory containing raw and preprocessed satellite images
• curve_peaks.ipynb - Jupyter notebook with code for curve peak detection
• segmentation.ipynb - Jupyter notebook with code for preprocessing raw input images
• RiverLSTM.ipynb - Jupyter notebook with LSTM model for image sequence prediction

Getting Started

1. Explore the Data/ directory to view raw and preprocessed satellite images
2. Review curve_peaks.ipynb for curve peak detection techniques
3. Examine segmentation.ipynb for preprocessing raw input images
4. Investigate RiverLSTM.ipynb for our LSTM-based image sequence prediction model