🔍 The Bird Recognition Project uses a trained model for bird identification, integrating advanced technologies in both frontend and backend development.
- 👩💻 Frontend: Yatt0Ikigai
- 👨💻 Backend: sit3kk, bubiasz
- 🐍 Python with FastAPI
- 🐳 Docker
- ☁️ AWS EC2, S3
- ⚛️ React
🚀 The application is containerized using Docker and hosted on AWS services, ensuring robust and scalable deployment.
- 📊 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.
Follow these steps to set up the project on your local machine:
- Clone the Repository
First, clone the repository to your local machine using Git:
git clone https://github.com/bubiasz/TeamProject.git cd TeamProject
- Run project
docker-compose up