🏡 RoomMakeover.AI

AI-Powered Interior Design Assistant – Upload a room image and get a personalized room makeover plan with decor suggestions, budget estimation, style recommendations, and shoppable Amazon links. Built with YOLOv8 and Gemini 1.5 Flash.

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🚀 Project Overview

RoomMakeover.AI is an intelligent room enhancement tool that:

• Analyzes a room from an uploaded image.
• Understands its layout and elements using YOLOv8 object detection.
• Suggests stylish decor improvements using Gemini 1.5 Flash LLM.
• Respects your budget and preferred style.
• Lets you download a PDF makeover plan.
• Adds Amazon links so users can directly shop the recommended items.

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🧠 Tech Stack

Module	Tech Used
💡 Object Detection	YOLOv8 (via ultralytics)
🧠 LLM Decor Ideas	Gemini 1.5 Flash via google.generativeai
🧪 LLM Prompting	LangChain Prompt Templates
🖼️ Frontend UI	Streamlit
📄 PDF Generator	xhtml2pdf
🧠 Embedding Logic	Custom + FAISS

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📸 How It Works

1. Upload a Room Image (e.g., bedroom, living room).
2. The app uses YOLOv8 to detect objects (bed, lamp, plant, etc.).
3. A prompt is created combining detected objects, budget, and preferred style.
4. Gemini 1.5 Flash generates:
   • Suggested decor items
   • Descriptions & prices
   • Notes and layout suggestions
5. You can:
   • View Amazon links for items.
   • Download a professional PDF report of the plan.

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🛠️ Installation & Setup

🔐 Prerequisites

• Python 3.9+
• Gemini API key (from Google AI Studio)
• pip install permissions

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🔧 Install Dependencies

git clone https://github.com/your-username/room-makeover-ai.git
cd room-makeover-ai
python -m venv venv
source venv/bin/activate  # or venv\Scripts\activate on Windows
pip install -r requirements.txt