README.md

metadata

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