🚀 FastAPI Server for YOLOv8 Pothole Detection Integration 🕳️
🌟 Overview:
This repository hosts an ultra-efficient 🚗 FastAPI server designed specifically for integrating with the powerful YOLOv8 model. Our goal is to revolutionize pothole detection on roads, enhancing safety and driving experience. 🛣️
🔍 Features:
YOLOv8 Integration: Utilizes the cutting-edge YOLOv8 model for real-time, accurate pothole detection.
FastAPI Backend: Leverages the speed and scalability of FastAPI, ensuring rapid responses and high concurrency.
Real-Time Analysis: Processes live feeds 📹 from road surveillance for immediate pothole identification.
RESTful API Design: Easy integration with various frontend technologies and third-party applications.
🤖 Tech Stack:
FastAPI: For building efficient, scalable server-side applications.
YOLOv8: The latest in object detection, offering unparalleled accuracy and speed.
Python 🐍: Our primary programming language, ensuring ease of development and maintenance.
Docker 🐳: For containerization, ensuring consistent environments across deployments.
🛠️ Installation & Usage:
Clone the repository
Set up the environment with Docker
Deploy the FastAPI server
Integrate with your existing road surveillance systems or test with provided sample data
🔗 Endpoints:
/predict: Real-time pothole detection from image input
/models: List of Trained Models based on YOLOv8
/status: Health check and server status
🤝 Contributing:
Contributions are welcome! Whether it's feature enhancements, bug fixes, or documentation, feel free to fork this repository and submit your pull requests. Let's make our roads safer, together! 🌍
🚀 FastAPI Server for YOLOv8 Pothole Detection Integration 🕳️
🌟 Overview: This repository hosts an ultra-efficient 🚗 FastAPI server designed specifically for integrating with the powerful YOLOv8 model. Our goal is to revolutionize pothole detection on roads, enhancing safety and driving experience. 🛣️
🔍 Features:
🤖 Tech Stack:
🛠️ Installation & Usage:
🔗 Endpoints:
/predict: Real-time pothole detection from image input/models: List of Trained Models based on YOLOv8/status: Health check and server status🤝 Contributing: Contributions are welcome! Whether it's feature enhancements, bug fixes, or documentation, feel free to fork this repository and submit your pull requests. Let's make our roads safer, together! 🌍