ICONIX DUBAI shared you an appCreate a web application that allows users to upload and review construction-related drawings such as design drawings, shop drawings, coordination drawings, IFC (Issued for Construction) drawings, and BIM (Building Information Modeling) models. The application should include the following features: User Interface: Allow users to upload drawings in formats such as PDF, DWG, IFC, and BIM. Provide a dashboard to display uploaded drawings and track the review process. Drawing Analysis: Use machine learning techniques, such as Optical Character Recognition (OCR) and Computer Vision, to analyze the content of the drawings. Identify common technical issues, such as clashes in coordination drawings, missing dimensions, or inconsistencies in design specifications. Integrate with AI models capable of detecting errors in the drawings, such as structural inconsistencies, improper scaling, or non-compliance with standards. Automated Issue Detection: Automatically flag issues detected in the drawings, and provide detailed descriptions of the problems. Highlight areas of concern directly on the drawings with annotations or markups. Reporting: Generate detailed reports summarizing the identified issues, suggested corrections, and areas that require further review. Provide options to export these reports as PDF or Excel files. Machine Learning Integration: Incorporate pre-trained machine learning models for construction drawing analysis or allow users to upload their own models. Use NLP (Natural Language Processing) to interpret user comments and integrate feedback into the drawing review process. Implement a feedback loop where the AI learns from user corrections and improves over time. Customization and Scalability: Allow users to customize the drawing review parameters based on project requirements. Ensure the app is scalable to handle large files and multiple concurrent users. Security: Implement strong security measures to protect uploaded drawings and user data. Include user access control features, such as role-based permissions. Integration with External Tools: Provide APIs to integrate with existing construction management systems, document management systems, and BIM software. Develop this application using Streamlit for the frontend and Flask for the backend. The machine learning models should be integrated using TensorFlow or PyTorch. The app should be responsive and accessible on both desktop and mobile devices.
