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| 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). | |