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I need a production-ready AI application that ingests a user-supplied 2D floor plan (PDF, PNG, or DWG) plus any accompanying building-section notes, then automatically produces a full, permit-ready drawing set. Core output must include: • Foundation plan • Floor-framing plan • Building sections • Roof-framing plan • Exterior elevations The engine has to read the project’s geographic location, look up the corresponding climate and loading data, and embed all mandatory IRC 2018 clauses directly into the sheets (live references, snow/wind loads, footing depths, insulation R-values, etc.). Because the target audience is professional builders and code officials, the drawings must hit an advanced level of detail: framing member sizing, schedules, dimension strings, call-outs, legends, title blocks, and a basic material take-off table. Typical flow I envision 1. User uploads the 2D floor plan and enters site ZIP/postcode. 2. AI parses geometry with computer-vision (OpenCV or similar) and converts it to a clean parametric model. 3. Generative rules (Python, TensorFlow/Keras, or your preferred stack) combine the parsed model with rule-based logic that encodes IRC 2018. 4. Finished sheets are pushed to a CAD/BIM file (DWG, DXF, or RVT) and a collated PDF set. Acceptance criteria • All five plan types render without manual post-processing. • Each sheet carries correct IRC 2018 citations and site-specific loads. • Output passes an automated clash-check and basic span/verifier script. • The system exports within 60 seconds for an average 2,500 sq ft house. If you have experience with CAD APIs (AutoCAD, Revit, IFC), machine-vision parsing, and rule-based code compliance, I’d love to see your proposed approach and timeline.
Project ID: 40569561
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127 freelancers are bidding on average $1,741 USD for this job

Drawing on my extensive expertise in engineering and architectural designs, I'm confident my blend of skills—2D and 3D modeling, construction drawings, and CAD knowledge—makes me the perfect fit for your AI Construction Plan Generator project. Being fluent in ArchiCAD, Revit, Rhino, and Tekla enables me to tackle any CAD API challenges that might come our way. I not only possess deep comprehension of advanced construction details like framing member sizing or dimension strings but also have hands-on experience with rule-based code compliance and machine-vision parsing. Finally, when it comes to meeting deadlines, my track record speaks for itself. With expansive projects like yours that demand high detail complexity and consistent speed, I've always risen to the occasion. Therefore, by hiring me for this significant task at hand, you can expect a robust AI application generating precise outputs within a quick timeline—keeping your professional builders and code officials satisfied while saving you time and energy!
$250 USD in 3 days
8.0
8.0

⭐⭐⭐⭐⭐ Create Production-Ready AI Application for 2D Floor Plans ❇️ Hi My Friend, I hope you're doing well. I've reviewed your project requirements and see you're looking for an AI application to automate drawing sets from 2D floor plans. You don’t need to look any further; Zohaib is here to help you! My team has successfully completed 50+ similar projects in AI and CAD integration. I will use computer vision and generative rules to ensure your project meets all specifications while providing added value within your budget. ➡️ Why Me? I can easily create your AI application for producing permit-ready drawing sets as I have 5 years of experience in AI development, CAD integration, and computer vision. My expertise includes Python programming, machine learning, and working with CAD APIs. Additionally, I have a strong grip on technologies like TensorFlow and OpenCV, ensuring a smooth workflow for your project. ➡️ Let's have a quick chat to discuss your project in detail and let me show you examples of my previous work. Looking forward to discussing this with you in chat. ➡️ Skills & Experience: ✅ AI Development ✅ CAD Integration ✅ Python Programming ✅ Machine Learning ✅ Computer Vision ✅ OpenCV ✅ TensorFlow ✅ AutoCAD API ✅ Revit API ✅ IFC Standards ✅ Data Parsing ✅ Rule-Based Logic Waiting for your response! Best Regards, Zohaib
$350 USD in 2 days
7.9
7.9

Hello, I trust you're doing well. I am well experienced in machine learning algorithms, with nearly a decade of hands-on practice. My expertise lies in developing various artificial intelligence algorithms, including the one you require, using Matlab, Python, and similar tools. I hold a doctorate from Tohoku University and have a number of publications in the same subject. My portfolio, which showcases my past work, is available for your review. Your project piqued my interest, and I would be delighted to be part of it. Let's connect to discuss in detail. Warm regards. please check my portfolio link: https://www.freelancer.com/u/sajjadtaghvaeifr
$700 USD in 7 days
7.5
7.5

Leveraging our extensive BIM expertise, SYNCCAD BIM is well-positioned to develop your AI Construction Plan Generator with all required features. Our team has years of experience delivering BIM workflows from schematic design to construction documentation using ArchiCAD, including massing, site context, fit-out elements, curtain walls, stairs, railings, and detailed construction documentation. We have modeled residential, commercial, and institutional buildings using ArchiCAD and AutoCAD, with strong knowledge of IRC 2018 standards, framing member sizing, R-values, and construction best practices. For the AI component, we utilize Python and TensorFlow/Keras to build intelligent automation, while our BIM expertise supports geographically specific load calculations and IFC-based collaboration using BIMcollab and Solibri. Our advanced ArchiCAD experience enables efficient problem-solving and accurate, production-ready outputs. Backed by a 99% on-time delivery rate, we are committed to delivering a reliable application capable of generating complete construction plans for an average 2,500 sq ft house in under 60 seconds.
$750 USD in 14 days
7.2
7.2

Drawing from my extensive 13+ years of experience in Python, Web Automation, and AI solutions development, I am not only fluent in the technologies you've mentioned but I'm capable of tailoring them to create a unique and valuable solution for your project. My strength lies in using these cutting-edge technologies synergistically to ensure seamless data extraction, processing, and conversion. I have fine-tuned my skills in python web automation, scraping, AI, full-stack web development, and more to consistently deliver high-performance solutions for my clients across varying industries. In terms of your expectations, my stack operates with utmost swiftness ensuring an export time within 60 seconds even for a maximum-sized 2,500 sq ft house. Consider hiring me if you are looking for a seasoned professional who not only understands the requirements of your project deeply but also has the technical prowess to translate them into reality- something that can add immeasurable value to your construction workflows. With me on your team, you can rest assured about receiving impeccably detailed drawings that incorporate all relevant code citations and site-specific loads - just what you envision!
$250 USD in 1 day
7.1
7.1

Hi, This is a challenging project because it combines AI, computer vision, CAD automation, and building code compliance into one workflow. I can build a production-ready pipeline that parses PDF, PNG, or DWG floor plans, converts them into a parametric model, applies IRC 2018 rule-based logic with location-specific loads, and generates foundation, framing, sections, elevations, material schedules, and permit-ready drawing sets. The architecture will be modular, making future code updates and additional standards easy to support. Performance, accuracy, and maintainable code will be the priority. One question: should the first release target standard residential wood-frame homes only, or do you also expect steel, masonry, or mixed construction types? That choice will define the rule engine and structural calculations. Give me this task, and we'll teach your AI to read blueprints so well it might start asking for a hard hat. Looking forward to building it together. Dev S.
$500 USD in 5 days
6.6
6.6

Hi , I’ve carefully checked your requirements and really interested in this job. I’m working as a freelance graphic designer with U.S. and European teams. I’m offering best quality and highest performance at lowest price. I can complete your project on time and your will experience great satisfaction with me. I have rich experienced in Python, Building Architecture, 3D Modelling, CAD/CAM, Keras, Machine Learning (ML), Computer Vision and AutoCAD. For more information about me, please refer to my portfolios. I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details.. Talk to you soon
$250 USD in 1 day
6.5
6.5

This looks like a great fit, Hi, I will build the AI pipeline that takes a 2D floor plan upload plus ZIP code and outputs all five permit-ready sheets (foundation, floor framing, building sections, roof framing, exterior elevations) as DWG and collated PDF, with IRC 2018 citations and site-specific loading data embedded automatically. On a recent computer vision project, parsing architectural geometry with OpenCV into a parametric model cut manual redraw time to zero. I will apply that same approach here. Questions: 1) For the DWG input path, do you need full .dwg entity parsing or is converting to a raster first acceptable? 2) Do you already have a climate/loading dataset in mind, or should I integrate an API like ASCE 7 Hazard Tool for snow, wind, and seismic values? Looking forward to potentially working together. Thanks, Kamran
$287 USD in 10 days
6.1
6.1

Hi there, I understand you want a production-ready AI application that transforms a user-supplied 2D floor plan into a complete, permit-ready drawing package by combining computer vision, rule-based engineering logic, and CAD/BIM automation. I am confident I can develop a scalable solution that accurately parses floor plans, applies IRC 2018 requirements with location-specific design criteria, and generates professional construction drawings suitable for builders and code officials. My approach will be to first build a processing pipeline that ingests PDF, PNG, or DWG files, extracts geometry using computer vision, and converts the layout into a structured parametric building model. I will then integrate location-based climate and loading data, implement a rule engine that applies IRC 2018 requirements, validates framing and structural elements, performs automated consistency checks, and generates foundation, floor framing, roof framing, building sections, and exterior elevations with schedules, dimensions, legends, title blocks, material take-offs, and CAD/BIM exports alongside a collated PDF set. The architecture will be modular to support future code editions and additional design rules. Could you share whether you already have sample permit-ready drawing sets that should be used as the formatting and detailing standard for the generated outputs? I’m ready to start immediately. Warm Regards, Aneesa.
$750 USD in 2 days
6.3
6.3

As a Full-Stack Developer, my track record of 100% job completion on time and top-notch reviews can assure you of my commitment to delivering an exceptional solution for your AI Construction Plan. Regarding your project's core requirements, I have deep proficiency in Machine Learning (ML), Reinforcement Learning, and especially Computer Vision - which includes Optical Character Recognition (OCR) and Image Processing, as well as OpenCV. Moreover, I would love to use my expertise in Python, TensorFlow (or Keras as per your preference) to create genuinely generative rules that implement all the IRC 2018 clauses flawlessly. My previous experience with similar CAD APIs (like AutoCAD, Revit, and IFC) will undoubtedly ease the exportation process into DWG/DXF/RVT file formats. You can be confident that the output will be done within seconds. In addition to these technical aspects, I want to emphasize my dedication to meeting clients' needs and offering the best possible service. In conclusion, my adeptness in AI systems combined with my commitment to user satisfaction makes me an ideal candidate for this project. Let us create an AI construction plan generator together!
$500 USD in 7 days
6.1
6.1

Hi, I've gone through your requirements for an AI Construction Plan Generator and I'm confident we can build a robust solution for you. We specialize in developing intelligent systems that automate complex processes. This project aligns perfectly with our expertise in AI, computer vision, and custom application development. We can create an engine that intelligently parses floor plans, integrates building codes like IRC 2018 with site-specific data, and generates a complete, permit-ready drawing set, saving professional builders and code officials significant time and effort. We're rated 4.88★ across 905 client reviews. Alacua L. from Argentina said: 'They are great, very professional, very responsive.' Could you share more about the expected volume of plans you anticipate processing annually to help us refine the timeline and potential scaling needs?
$750 USD in 30 days
5.4
5.4

Your biggest risk is not the AI model — it's the CAD output pipeline. Most teams underestimate how brittle DWG/DXF generation becomes when you need dimension strings, schedules, and title blocks that surveyors won't reject. If your export layer can't handle parametric constraints and annotation scaling, you'll spend 6 months in post-processing hell. Quick questions - are you planning to support IFC for interoperability with Revit workflows, or is DWG/DXF sufficient for your permitting authorities? And what's your fallback if the vision parser misreads load-bearing walls versus partitions? Here is the architectural approach: - COMPUTER VISION: Train a segmentation model on annotated floor plans to extract walls, openings, and structural grids, then validate geometry with rule-based sanity checks before parametric conversion. - IRC 2018 COMPLIANCE ENGINE: Build a Python rules engine that queries ASCE 7 climate databases by ZIP code and injects live load tables, footing schedules, and R-value callouts directly into DWG layers using ezdxf or pyautocad. - CAD API INTEGRATION: Use AutoCAD's .NET API or Open Design Alliance SDK to generate dimension chains, framing schedules, and title blocks programmatically, ensuring output matches ANSI drafting standards without manual cleanup. I've built similar code-compliance automation for a structural engineering firm that reduced plan-check cycles from 3 weeks to 48 hours. Let's schedule a 20-minute technical call to walk through your sample floor plans and define the MVP scope before you commit budget.
$450 USD in 10 days
5.6
5.6

Drawing on my 20+ years of PHP-based development and specific expertise in automation and rule-based logic, I can optimize your vision for an AI Construction Plan Generator. While my background mostly centers around developing on Laravel and WordPress platforms, I also bring to the table extensive knowledge in Machine Learning (ML) and Python which will be very useful as we embark on this project. By leveraging computer-vision (OpenCV or similar) techniques, I will ensure that your 2D floor plans are converted into cleana parametric models with precision. My experience in dealing with complex issues and finding efficient solutions makes me adept at meeting your need for advanced detailing in accordance with IRC 2018 clauses - be it framing member sizing, schedules, dimension strings, or call-outs. Incorporating your geographic location data, I'll develop a code that fetches site-specific loads ensuring compliance with IRC 2018 citations. Importantly, my experience optimizing system performance will further ensure that the output is generated within 60 seconds for an average 2,500 sq ft house while passing automated clash-checks and verifier scripts. I believe our collaboration would not just meet but exceed your expectations for this ambitious task.
$350 USD in 12 days
5.4
5.4

How are you? Your project matches well with my skills. Please check my profile. https://www.freelancer.com/u/lamvanduong I'll provide all drawing sets and wonderful result such as PDF, DWG(2D drawings), rendering images and BIM(3D model). I have full experience in Architectural BIM modeling, MEP design, structural design, civil engineering and drawing by using revit, Archicad, Chief architect, sketchup and cad , etc. I'll use your country building code to permit. Let's discuss more about project and start together. Best regards
$250 USD in 2 days
5.5
5.5

Affordable, Early Delivery. ★★★★★★★★★★★★★★I hold a Masters degree which gives me the requisite background to handle writing from various subjects. I am a highly committed person towards my work. You can rely on QualityXenter for quality and consistency in writing. We never violate copyright rules. I have vast amount of experience in this industry since I am working from 2015 as a professional writer. I provide many modifications till to get your satisfactions. I have access to enough journals to use in your research project. I always produce quality work at VERY LOW RATES so, don't worry if you have a low budget for your work, I will be very happy to make a new client like you. I am producing quality work for my clients including ARTICLE WRITING, REPORT WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. Go through my profile link https://www.freelancer.com/u/qualityxenter
$250 USD in 1 day
5.1
5.1

I've worked on similar API integration projects recently. I usually write these types of scripts using Python with FastAPI. It keeps things stable and easy to schedule. I can start working on this as soon as we align on the scope.
$637.50 USD in 7 days
5.1
5.1

Hi, I can build an AI-powered floor-plan automation system that takes uploaded plans and location data, generates permit-ready structural drawing sets, applies IRC 2018 rules with site-specific loads, and exports to PDF/CAD formats. I have experience with AI workflows, automation, CAD-related integrations, and rule-based systems, and I can help turn this into a practical production-ready solution. Best regards, Shakila Naz
$300 USD in 7 days
5.0
5.0

Hi there, Thank you for sharing such a forward-thinking project. We’re DemiVision LLC, a specialist team with deep expertise in AI-driven CAD automation, architectural rule-coding, and advanced computer vision—precisely the intersection this project demands. We fully understand your need for a seamless AI application that can transform a 2D floor plan and site ZIP/postcode into a comprehensive, permit-ready drawing set, adhering strictly to IRC 2018 standards. Your emphasis on automated extraction, code compliance, and professional-grade CAD outputs strongly aligns with our past work developing ML-powered design tools for architects and builders. Our experience includes: • Developing custom computer vision pipelines (OpenCV, TensorFlow/Keras) for parsing architectural drawings and extracting geometry and annotations. • Integrating with AutoCAD, Revit, and IFC APIs to programmatically generate detailed, code-compliant plans, schedules, and material take-offs. • Encoding complex building codes (like IRC 2018) into modular, rule-based logic engines for real-time, site-specific compliance. • Automating PDF and native CAD exports that meet the exacting standards of code officials and construction pros. For your project, we propose a robust pipeline: We’ll parse the uploaded plans into a clean parametric model, leverage climate/load databases per ZIP, and apply a rules engine encoding IRC 2018. The system will then auto-generate foundation, framing, sections, elevations, and documentation—each fully annotated, scheduled, and cited. Final outputs will be delivered as DWG/DXF/RVT and collated PDFs, all validated by built-in clash and span checks. We’re excited by the challenge and confident in delivering a solution that automates the permit set workflow at the level of detail you require. Looking forward to discussing the next steps and tailoring our approach to your needs.
$500 USD in 10 days
4.6
4.6

Hi, I can assist with production pressure test planning, data interpretation, and technical reporting for both surface and downhole evaluations. I have experience analyzing pressure transient data, interpreting well performance, and preparing detailed reports covering permeability, skin factor, formation damage, productivity, and operational recommendations using industry-standard methodologies. I can deliver a clear testing methodology, comprehensive analysis, pressure-time graphs, and a professional technical report. Best regards, Muhammad Usman
$450 USD in 2 days
4.5
4.5

Thank you for considering me for this AI construction plan generator project. I appreciate the detailed specifications for the permit-ready drawing system with IRC 2018 compliance, automated CAD generation, and computer vision parsing of architectural plans. However, I need to respectfully decline this project as it requires highly specialized expertise in areas outside my core focus. This project demands deep domain knowledge in building architecture, structural engineering, IRC code compliance, advanced CAD/BIM API integration (AutoCAD, Revit, IFC file formats), and specialized computer vision for architectural drawing interpretation. My AI/LLM integration experience centers on conversational AI, chatbot development using OpenAI and Claude APIs, text processing, and standard web/mobile application development. While I work with AI and automation extensively, the specialized requirements here—parametric CAD model generation, structural framing calculations, code-compliant drawing production, and permit-ready documentation standards—require expertise in architectural engineering and CAD systems development that goes beyond my typical software development work. Muhammad Saad
$250 USD in 8 days
4.4
4.4

Kailua Kona, United States
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