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| title: Property Damage Inspector & Matcher | |
| emoji: 🏠 | |
| colorFrom: blue | |
| colorTo: green | |
| sdk: docker | |
| app_port: 7860 | |
| pinned: false | |
| # 🏠 AI Property Damage Inspector & Inventory Matcher | |
| An advanced computer vision pipeline combining **DINOv2**, **Grounded-SAM**, and **MLLMs (Gemini, Llama Vision, GPT-4o)** to automate inventory matching and damage assessment between "Before" and "After" states. | |
| ## 🌟 Key Features | |
| - **Directory-wide Batch Comparison:** Matches items between two folders automatically using a DINOv2 cls, patch matching, and SIFT+RANSAC cascade. | |
| - **AI-Powered Damage Detection:** Inspects matched pairs for deep scratches, breakages, or tears using multi-API providers (Gemini, OpenRouter, OpenAI, Groq). | |
| - **Damage Segmentation (Grounded-SAM):** Automatically generates precise segmentation masks where damage is located using Grounding DINO + SAM. | |
| - **Premium Bilingual Reports:** Exports a consolidated, interactive, self-contained dark-mode HTML report (English & Arabic) embedding all base64-encoded images. | |
| ## 🚀 Deployment on Hugging Face Spaces | |
| This repository is configured to deploy directly to Hugging Face Spaces using **Docker**. | |
| ### How to Deploy: | |
| 1. Create a new Space on [Hugging Face](https://huggingface.co/new-space). | |
| 2. Select **Docker** as the SDK. | |
| 3. Upload all the files from this directory. | |
| 4. Add your API keys (e.g., `OPENROUTER_API_KEY`, `GEMINI_API_KEY`) under **Settings > Variables and secrets** in your Hugging Face Space if you want to preload them. | |
| 5. Hugging Face will build the container and start the web UI automatically. | |