🐦 Bird Recognition Project

Overview

🔍 The Bird Recognition Project uses a trained model for bird identification, integrating advanced technologies in both frontend and backend development.

Team

• 👩‍💻 Frontend: Yatt0Ikigai
• 👨‍💻 Backend: sit3kk, bubiasz

Technologies

Backend

• 🐍 Python with FastAPI
• 🐳 Docker
• ☁️ AWS EC2, S3

Frontend

• ⚛️ React

Deployment

🚀 The application is containerized using Docker and hosted on AWS services, ensuring robust and scalable deployment.

Features

• 📊 Model predictions with probability percentages.
• 🌡️ Heatmaps showcasing reasons behind predictions.
• 🐦 Before trying to recognize the bird, another model checks whether it is present in the photo.

Installation

Follow these steps to set up the project on your local machine:

1. Clone the Repository First, clone the repository to your local machine using Git:

   git clone https://github.com/bubiasz/TeamProject.git
   cd TeamProject
   

2. Run project

docker-compose up