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Yashwant1221/
llava-pavement-distress-lora

structural-health-monitoring

pavement-distress-dataset

llava-hf/llava-1.5-7b-hf

adapter

mit

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🛣️ LLaVA-1.5-7B LoRA Adapter - Pavement Distress Analysis

License: MIT

Open In Colab

AI-powered pavement distress analysis using LLaVA-1.5-7B with LoRA fine-tuning.

This repository contains the LoRA adapter achieving 74.31% Entity F1 on pavement distress detection, severity assessment, and maintenance recommendation.

🚀 Quick Start - Try the Demo!

📓 Download and run the Gradio demo notebook:

Download the notebook: LLaVA_Structural_Health_Monitoring_Pavement_Distress_Analyzer.ipynb
Upload to Google Colab:
- Go to Google Colab
- Click File → Upload notebook
- Select the downloaded .ipynb file
Run all cells:
- Click Runtime → Run all
- Wait 3-5 minutes for model to load
- Click the public Gradio link to start analyzing images!
Test with sample images:
- Download sample images from /images folder
- Upload to the Gradio interface
- Get instant distress analysis!

✅ No setup required - runs entirely in the cloud!

Yashwant1221/llava-pavement-distress-lora

🛣️ LLaVA-1.5-7B LoRA Adapter - Pavement Distress Analysis

🚀 Quick Start - Try the Demo!

Yashwant1221/
llava-pavement-distress-lora