thatvivekhingu/Aerosync

Drone se zameen ki photo lo, AI usse "yeh ghar hai, yeh sadak hai, yeh talab hai" bol ke seedha legal land-record bana deta hai. Basically Google Maps + Land Registry ka bacha, jo SVAMITVA scheme ke liye kaam karta hai 🛰️ # 🛰️ AeroSync — Drone Se Digital Zameen Ke Kagaz (SVAMITVA AI) > **AeroSync** ek end-to-end AI-powered Cadastral Land Intelligence Platform hai jo drone dwara li gayi high-resolution rural orthomosaic images ko scan karta hai, usme se **makaan (buildings), sadak (roads), talab (water), aur khet/ped (greenery)** ko segment karta hai, geometric boundaries ko legally 90° par seedha karta hai, legal **ULPIN (Bhu-Aadhaar)** assign karta hai, aur **RAG / LLM Assistant** ke sath direct **SVAMITVA Property Card (Gharoni)** generate karta hai. --- ## 🎯 Asal Problem Kya Hai? (Why AeroSync?) Bharat sarkar ki **SVAMITVA Scheme (Ministry of Panchayati Raj & DoLR)** ke tahat pure desh ke gaon me drone survey se aabaadi zameen ke digital records banaye ja rahe hain. Lekin bade drone orthomosaics se manually gharon aur boundaries ko trace karna: - **Bohot slow aur mehenga** hai (ek gaon me kai hafte lagte hain). - **Human errors aur border disputes** create karta hai. - Pedon ki chhaon aur abutting walls ke karan kone tedhe-medhe ho jate hain. ### 💡 AeroSync Ka Solution: 1. **Drone Image Input**: Gigapixel GeoTIFF ya drone patches dalo. 2. **Attention ResUNet + ASPP AI**: Pixel-by-pixel multi-class segmentation karta hai. 3. **Geometry Regularization**: Tedhi AI lines ko clean 90° rectangular legal boundaries me convert karta hai. 4. **ULPIN Auto-Generation**: Har property ko unique 14-digit **Bhu-Aadhaar ID** aur exact area ($m^2$ / $ft^2$) deta hai. 5. **Uncertainty Quantification**: Monte Carlo Dropout se low-confidence parcels par automatic **"Surveyor Verification Needed"** flag lagata hai. 6. **Geo-Cadastral RAG & LLM Engine**: Natural language me sawal poochho, legal buffer encroachment check karo, aur turant **SVAMITVA Property Card** draft pao. --- ## 🛠️ Complete System Architecture (9 Core Modules) AeroSync ko 9 production-grade modular components me design kiya gaya hai: ``` AeroSync/ │ ├── 📁 dataset/ # SVAMITVA Drone Imagery & Che …