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title: Land Cover Segmentation and Analysis | |
emoji: 🛰️ | |
colorFrom: green | |
colorTo: blue | |
sdk: gradio | |
pinned: false | |
sdk_version: 5.42.0 | |
### Sen-2 LULC: Interactive Land Cover Analysis | |
This tool performs semantic segmentation on satellite imagery to classify different types of land use and land cover (LULC). | |
It is based on the **Sen-2 LULC dataset** and a **Custom DeepLabV3+** model. | |
**How it works:** | |
1. **Upload Image:** Upload a satellite image patch. | |
2. **Model Prediction:** The deep learning model classifies each pixel into one of the 8 LULC classes. | |
3. **Analysis:** The application generates a color-coded **Segmentation Mask** and a **Quantitative Report** calculating the area of each land class in hectares. |