---
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](https://docs.streamlit.io) and [community
forums](https://discuss.streamlit.io).