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google-colab

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Demonstrates how to deploy a live Streamlit web app directly from Google Colab using ngrok for public access. Since Colab doesn’t expose ports externally, ngrok creates a secure tunnel, allowing anyone to interact with your app via a temporary public URL.

  • Updated Jun 8, 2025
  • Jupyter Notebook

AI-powered real-time road hazard detection system that identifies potholes, speed breakers, and other obstacles using YOLOv8 and computer vision — ensuring safer, smarter, and privacy-preserving mobility.

  • Updated Oct 22, 2025
  • Jupyter Notebook

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