Hello there,
I would be excited to help you build a precise and user-friendly AI-powered platform for automated blueprint analysis. Based on the requirements, here's an overview of how I can approach this project to ensure accuracy, reliability, and ease of use:
Solution Approach:
Implement AI-based geometric data extraction that accurately detects walls, rooms, and relevant features within blueprints.
Utilize advanced image recognition and machine learning techniques, refining your success with tools like SAM (Segment Anything), to improve accuracy and handle complex blueprint layouts.
Develop a robust file processor that accurately reads and interprets both PDF and DWG files. I’ll use libraries like OpenCV, pdf2image, and DWG/DXF parsers to extract structural elements from these formats, ensuring that square footage calculations are precise.
Build a minimalist, intuitive web interface where users can upload files and receive square footage results instantly.
Integrate machine learning models trained to recognize structural elements (walls, doors, etc.) specific to architectural blueprints, significantly increasing precision in feature detection.
With my expertise in AI, web development, and geometric data extraction, I’m confident I can deliver a solution that exceeds your expectations. Let’s connect to discuss further!
Best regards,
Muhammad Muzzamil