README.md

metadata

title: Solar Panel Fault Detection 🚀
emoji: ⚡
colorFrom: red
colorTo: red
sdk: docker
app_port: 8501
tags:
  - streamlit
  - fault-detection
  - solar-panels
pinned: false
short_description: Detect solar panel faults with Hugging Face model
license: apache-2.0

Solar Panel Fault Detection App

This app uses a custom Hugging Face model NaveenKumar5/Solar_panel_fault_detection to detect faults in solar panel images and videos.

Features

• Detect and localize faults
• Show confidence scores
• Visualize fault heatmap

How to Use

1. Upload a solar panel image.
2. View detected faults and their locations.
3. See a heatmap showing fault areas.

Coming Soon

• Video processing support

Built With

• Streamlit
• Hugging Face Transformers
• PyTorch
• OpenCV

Welcome to Streamlit!

Edit /src/streamlit_app.py to customize this app to your heart's desire. :heart:

If you have any questions, checkout our documentation and community forums.