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--- |
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title: Plant Analysis Demo |
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emoji: 🌿 |
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colorFrom: green |
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colorTo: blue |
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sdk: gradio |
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sdk_version: 5.48.0 |
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app_file: app.py |
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pinned: false |
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--- |
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# 🌿 Automated Plant Analysis Pipeline |
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Analyze plant images with automated segmentation, feature extraction, and morphological analysis. |
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## Features |
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- **Multi-plant detection**: Automatically detects and analyzes multiple plants |
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- **Segmentation**: BRIA RMBG-2.0 model for accurate plant segmentation |
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- **Vegetation indices**: NDVI, GNDVI, SAVI with statistics |
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- **Texture analysis**: LBP, HOG, Lacunarity on green band |
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- **Morphology**: Height calculation for each plant, size visualization |
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## Storage Optimization |
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This app uses `/tmp` for model caching to avoid persistent storage limits on Hugging Face Spaces. |
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## Usage |
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1. Upload a plant image (TIFF, PNG, or JPG) |
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2. Or select a preset image (Sorghum, Corn, Cotton) |
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3. Click "Run Pipeline" |
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4. Watch results appear progressively! |
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