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🔥 SnapSpark

We developed SnapSpark, an AI-powered wildfire prediction platform that relies on crowdsourced data from images. SnapSpark allows users to upload images of their surroundings, receive predictions, and interact with our map visuals. Our machine learning image analysis is combined with geolocation and environmental data, enabling rapid identification and response to emerging fire threats. SnapSpark makes it easy for anyone, anywhere, to be part of the solution, helping to protect people, property, and the environment.

🫡 Our Mission

Our team, driven by a deep concern for both the environment and the safety of our homes, is tackling one of the most pressing natural disaster issues of our time: wildfires. Every year, these infernos ravage 4 to 5 million square kilometers of land globally, releasing a staggering 339 million tons of CO₂ into the atmosphere. While climate change is fuelling the threat of wildfires, the impact of wildfires goes far beyond the environment, simultaneously threatening the safety of our homes and communities. To combat this crisis, we're not only working to develop more accurate and reliable wildfire prediction tools, but we're also incentivizing community members to help us prevent and predict wildfires. Together, we can build a network of vigilant community members, empowered to make a difference.

🖥️ Software Layout + File Roles and Specifications

⬇️ Backend

Software Role/Action Language
⚡FastAPI Web Framework 🐍Python
🐬MySQL Database 🥪SQL
🐳Docker Containment N/A
🤖Roboflow CV model trained with 10k custom images N/A
🧠Cerebras GPT bot for website N/A
🌧️OpenWeatherMap Temperature, humidity, and wind speed information per location
File Role/Action Language
app.py Contains main backend code, shot caller 🐍Python
init_db.py Database initializer for MySQL 🐍Python
Dockerfile Software containment recipe N/A
requirements.txt Python dependencies list N/A

⬆️ Frontend

Software Role/Action Language
🥾Bootstrap Templating and Design Framework 🎨 CSS
File Role/Action Language
script.js Communicates with the backend, provides UI ☕ JavaScript
server.go Simple HTTP server to host Frontend locally 🦫 Go
style.css Styling for index page 🎨 CSS
index.html Index page text and markup 📝 HTML