File size: 930 Bytes
4975997 7ac2007 4975997 7ac2007 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 |
---
title: Plant Analysis Demo
emoji: 🌿
colorFrom: green
colorTo: blue
sdk: gradio
sdk_version: 5.48.0
app_file: app.py
pinned: false
---
# 🌿 Automated Plant Analysis Pipeline
Analyze plant images with automated segmentation, feature extraction, and morphological analysis.
## Features
- **Multi-plant detection**: Automatically detects and analyzes multiple plants
- **Segmentation**: BRIA RMBG-2.0 model for accurate plant segmentation
- **Vegetation indices**: NDVI, GNDVI, SAVI with statistics
- **Texture analysis**: LBP, HOG, Lacunarity on green band
- **Morphology**: Height calculation for each plant, size visualization
## Storage Optimization
This app uses `/tmp` for model caching to avoid persistent storage limits on Hugging Face Spaces.
## Usage
1. Upload a plant image (TIFF, PNG, or JPG)
2. Or select a preset image (Sorghum, Corn, Cotton)
3. Click "Run Pipeline"
4. Watch results appear progressively!
|