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- ---
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- title: Road Surface Classification
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- emoji: 🌍
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- colorFrom: yellow
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- colorTo: yellow
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- sdk: gradio
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- sdk_version: 5.33.0
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- app_file: app.py
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- pinned: false
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- license: mit
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- ---
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-
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- Check out the configuration reference at https://huggingface.co/docs/hub/spaces-config-reference
 
 
 
 
 
 
 
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+ # Road Surface Classification
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+
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+ This application classifies road surface conditions into four categories:
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+ - Good Condition
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+ - Potholes
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+ - Cracked Road
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+ - Flooded/Muddy
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+
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+ ## Models
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+
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+ Two models are available:
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+ 1. **CNN** - Based on EfficientNet-B0 architecture
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+ 2. **Random Forest** - Using image features
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+
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+ ## How to Use
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+
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+ 1. Upload a road image
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+ 2. Select which model to use (CNN or Random Forest)
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+ 3. Click "Classify" to get the prediction and confidence scores