EstimaX AI is an AI-powered blueprint estimation platform that automates quantity takeoff and structural measurement extraction from architectural drawings.
The system leverages Computer Vision and Deep Learning models to analyze blueprint PDFs/images, detect structural components (walls, columns, beams, symbols, etc.), extract dimensional data, and generate accurate estimation outputs.
The architecture is built for production scalability using:
FastAPI for high-performance backend APIs
Supabase for authentication, storage, and PostgreSQL database
Render for scalable cloud deployment
Flutter for cross-platform mobile application
EstimaX AI eliminates manual measurement errors, reduces estimation time by up to 70%, and provides structured data outputs for construction cost analysis.
The platform is modular, scalable, and designed for future support of additional symbol classes and custom legend-based self-training models.
Frontend
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Backend (Upload)
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RabbitMQ (job.created)
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AI Service
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RabbitMQ (job.completed)
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Backend (Store result)
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Frontend fetches:
- original_image_url
- annotated_image_url
- detections```
