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| title: Sky Segmentation App | |
| emoji: 🌤️ | |
| colorFrom: blue | |
| colorTo: purple | |
| sdk: gradio | |
| sdk_version: 4.44.0 | |
| app_file: app.py | |
| pinned: false | |
| license: mit | |
| # Sky Segmentation App 🌤️ | |
| This is an interactive web application for sky segmentation using a trained U-Net model with ResNet50 encoder. | |
| ## Features | |
| - 📁 Easy image upload interface | |
| - 🎭 Real-time sky mask generation | |
| - 🔵 Visual overlay showing detected sky regions | |
| - 📱 Mobile-friendly responsive design | |
| - ⚡ Fast inference on CPU/GPU | |
| ## How to Use | |
| 1. Upload an image (JPG, PNG, WEBP supported) | |
| 2. The model automatically processes your image | |
| 3. View three outputs: | |
| - Original image | |
| - Binary sky mask (white = sky) | |
| - Colored overlay with sky highlighted in blue | |
| ## Model Details | |
| - **Architecture**: U-Net with ResNet50 encoder | |
| - **Framework**: PyTorch + Segmentation Models PyTorch | |
| - **Input Size**: 512x512 pixels (automatically resized) | |
| - **Output**: Binary segmentation mask | |
| Built with ❤️ using Gradio and Hugging Face Spaces | |