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title: Predictive Maintenance App
emoji: ⚙️
colorFrom: blue
colorTo: green
sdk: docker
app_port: 8501
pinned: false

Predictive Maintenance App

This application predicts whether an engine is healthy or requires maintenance based on sensor readings.

Input Features

  • Engine RPM
  • Lubricating Oil Pressure
  • Fuel Pressure
  • Coolant Pressure
  • Lubricating Oil Temperature
  • Coolant Temperature

Output

  • Engine is Healthy
  • Engine Requires Maintenance

The app loads the final AdaBoost model directly from the Hugging Face Model Hub and performs real-time inference using user-provided sensor values.