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I’m building an AI-driven tool that can read structural drawings and instantly produce a clean, reliable steel material take-off. The core workflow I have in mind is: • Import: User drops a PDF or native CAD file into the app (both Windows desktop and a lightweight browser version). • Parse: Your algorithm identifies every structural-steel member, sizes and lengths included, and groups them automatically by section. • Visualise: A basic 3-D isometric of the framing appears so the user can sanity-check the extraction before pressing “approve.” • Cost: Once approved, the software outputs two figures—estimated raw material cost and fabrication cost—calculated from editable rate tables. I don’t need connection bolts, finishes or other high-fidelity details right now; a clear structural outline is fine as long as quantities are accurate. Deliverables 1. Working prototype able to handle at least one sample PDF and DWG, running on Windows and through a browser. 2. Source code with clear instructions for local build/deploy. 3. Short user guide showing how to upload a drawing, review the model, and export the take-off with pricing. If you have experience combining computer-vision, CAD APIs, and cost-estimation logic, let’s talk about milestones and timelines.
Project ID: 40560415
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51 freelancers are bidding on average $3,967 USD for this job

As an AI and Cloud Developer with deep expertise in your required areas of Computer Vision, CAD APIs and cost-estimation logic, I'm confident I can deliver the reliable solution you're looking for. Throughout my career, I've honed my skills in designing backend architectures and building user-friendly web dashboards that align closely with the functionality you're seeking. When it comes to data visualization and control, I'm particularly adept at ensuring a clean, scalable UI – invaluable when dealing with complex systems like steel framing interpretation. I bring strong proficiency in Python and Node.js to this project, which will enable me to build world-class prototype delivering within your specified milestone plan. In addition to this key technical background, I have a solid understanding of the engineering aspect which would be an asset when working on your project. Having worked on projects involving AutoCAD, CAD/CAM, Solidworks for almost half a decade now, I'm particularly skilled in handling native CAD files in different formats. In summary, I offer not just proven technical prowess but also a seasoned perspective on what it takes to deliver production-ready systems capable of tackling real-world requirements.
$4,000 USD in 60 days
8.2
8.2

Hello, I am a Mechanical Design Engineer, having software team mates with extensive experience developing products from concept through manufacturing. My background includes robotics, automation systems, lifting mechanisms, consumer products, machine design, structural analysis, and prototype development. Previous projects include robotic arms, delivery robots, automated machinery, lifting systems, drone mechanisms, wearable devices, vehicle accessories, medical devices, and custom electromechanical products. I can support your project with: ✓ Concept development and mechanism design ✓ 3D CAD modeling (SolidWorks / Fusion 360) ✓ Manufacturing drawings and documentation ✓ Design for Manufacturing (DFM) ✓ Source Code and User Guide ✓ Prototype preparation for CNC machining and 3D printing I also operate with manufacturing support capabilities for CNC machining and 3D printing, allowing designs to be developed with practical production constraints in mind. Please send the project details and I can review feasibility, expected challenges, and the best development approach before we begin. Portfolio and reviews: http://www.freelancer.com/u/ENG1mga Best regards, Mahmoud
$4,000 USD in 12 days
6.8
6.8

Hi, Our approach would begin by developing a robust parsing engine capable of processing both PDF and DWG files to identify structural steel members, extract section sizes and lengths, and automatically group them by profile. Once the extraction is complete, we’ll generate a lightweight 3D isometric visualization so users can quickly verify the model before approval. After validation, the application will generate an accurate steel material take-off along with estimated raw material and fabrication costs using editable rate tables, ensuring the pricing logic remains flexible for future updates. We’ll deliver: * A working prototype for Windows desktop and a browser-based version capable of processing your sample PDF and DWG files. * Clean, well-documented source code with deployment and build instructions. * A concise user guide covering uploads, model verification, and take-off exports. * A modular architecture that allows future expansion for bolts, connections, coatings, and additional fabrication details. We’d be happy to discuss the project in more detail, define milestones, and provide a realistic development timeline. We look forward to collaborating with you and building a reliable AI-powered steel take-off solution. PRICE AND TIME IS PLACEHOLDER. Best Infineosoft
$4,000 USD in 30 days
5.4
5.4

Hi, This is Elias from Miami. I checked the details and understand you want an AI-driven prototype that can read structural drawings, extract steel members from PDF/DWG files, visualize a basic 3D framing model, and generate material/fabrication cost estimates from editable rate tables. The real challenge here is accuracy. PDFs, CAD layers, symbols, member labels, scales, and drawing conventions can vary a lot, so the first prototype should focus on a controlled sample set before expanding to broader drawing formats. I've worked on AI/document processing, CAD-style data extraction, visualization workflows, estimation logic, and desktop/web applications. I’d approach this by building the import/parser pipeline first, then mapping extracted members into a structured take-off table, generating a simple 3D sanity-check view, and connecting pricing to editable rate tables. Q1 – Do you have sample PDF/DWG files with known correct take-off results? Q2 – Should DWG parsing use AutoCAD/ODA libraries, or are open-source tools preferred? Q3 – Do you need Excel export in the first prototype? Looking forward to hearing from you.
$4,000 USD in 7 days
5.0
5.0

With a proven track record in developing robust, high-performance web applications and SaaS platforms, I believe I have the skills you need for your AI Steel Framing Take-Off Software project. My extensive experience with computer-vision and CAD APIs coupled with my solid knowledge in AI development will allow me to deliver a working prototype proficient in extracting and analyzing structural steel elements from complex drawings to provide your desired output with precision. In addition to my technical expertise, my strengths lie in my ability to build well-structured backend systems and user-centric frontends, matched with scalable and optimized databases – all skills that will be integral to your project's success. Furthermore, as a result-oriented professional who prioritizes long-term usability. What sets me apart is my commitment to the overall project lifecycle: from understanding the client's needs, designing an appropriate architecture, through development till deployment. As we collaborate on this project, I can guarantee frequent communication, efficient milestone delivery, and the utmost respect for your end-goal vision. This is your opportunity to leverage not only upon my technical capability but also on my dedication to delivering results that align with your business needs.
$4,000 USD in 7 days
4.8
4.8

Hi, You need an automated pipeline to extract structural steel members from PDF/DWG drawings and convert them into an accurate, cost-estimated take-off. Manually auditing these dimensions is a bottleneck you're ready to automate. I recently built a computer-vision system for object detection and measurement, similar to your requirements. I successfully converted YOLOR models to TFLite for production deployment and mapped image pixels to real-world dimensions for high-precision tasks. For your project, I would implement a custom OCR and Geometric Parsing pipeline using OpenCV and PyMuPDF to identify section sizes and lengths, then visualize them via Three.js. This ensures the structural outline is accurate before the cost-estimation logic triggers. Do you have a representative sample drawing available that captures the specific steel section labeling conventions you want to prioritize first?
$4,500 USD in 7 days
4.6
4.6

I understand you're developing an AI tool for steel framing take-offs, similar to how other AI solutions automate document analysis and data extraction. My experience with optical character recognition (OCR) and object detection in architectural drawings, specifically identifying and quantifying building components, aligns perfectly with your parsing and visualization requirements. I've successfully built systems that can accurately extract dimensions and types from complex technical diagrams. My approach would involve leveraging a combination of robust OCR for text-based annotations (like member sizes and lengths) and a custom-trained convolutional neural network (CNN) for the visual identification of steel framing members within the imported PDF or CAD files. I'll employ techniques like YOLO or Mask R-CNN for accurate bounding box and segmentation, followed by post-processing logic to group members by section and calculate precise lengths. For visualization, I can integrate with a lightweight 3D rendering library to generate the isometric view. To ensure optimal performance, I'd like to understand the typical resolution and quality of the structural drawings you anticipate processing. Also, are there any specific CAD file formats beyond DWG that are critical for your initial rollout? I'm confident I can deliver a highly accurate and efficient solution for your AI steel framing take-off software. Let's schedule a brief call to discuss this further.
$4,530 USD in 21 days
4.2
4.2

As a leading software development company specialized in AI and CAD, Web Crest is your ideal partner for this exciting project. With our extensive experience in AI development, including computer-vision and CAD APIs, we can expertly transform your vision into reality. Our proficiency in AutoCAD ensures that we'll deliver parsing and visualization functionalities that are accurate, efficient, and user-friendly. In addition to our technical expertise, we bring a business-focused approach to the table. We understand that a successful solution is not just about the technology but also about its practical value to the end-users. Hence, we'll ensure that the generated steel framing details are not only structurally sound but also cost-effective. By drawing on our experience with cost-estimation logic, we'll integrate editable rate tables and deliver two essential figures - estimated raw material cost and fabrication cost accurately. Apart from delivering a working prototype running on both Windows and browser platforms, we will promptly handover the clean source code with clear instructions for local build/deploy. Additionally, we'll provide users with a concise but comprehensive guide on utilizing the software - from drawing upload to model review and take-off export with pricing. What's more, our commitment doesn't stop after the project is delivered; we guarantee long-term technical support to ensure smooth operations over time.
$3,000 USD in 5 days
3.7
3.7

As an accomplished AI Developer with extensive experience in AI Model Development, combining computer-vision, CAD APIs, and cost-estimation logic is the type of work I thrive at. Your AI Steel Framing Take-Off Software project aligns perfectly with my expertise. Having worked with tools such as TensorFlow, PyTorch, and OpenCV - key to creating an efficient and reliable AI-driven tool like you envision - I am confident in my ability to architect a working prototype capable of reading structural drawings with surgical precision. Moreover, an in-depth understanding of javascript and its frameworks such as React and Express allows me to create multi-faceted solutions- a key requirement for your project considering the multiple deliverables specified. Beyond the technical skills listed, my focus on detail combined with a comprehensive approach to problem-solving will ensure your projects' needs are met.
$4,000 USD in 3 days
3.9
3.9

Hello!, I am a US-based senior software engineer(frontend, backend, ecommerce, etc) and I read your project carefully. What you’re building is not a generic OCR task, it’s an AI-driven tool that can read structural drawings and produce a clean, reliable steel framing take-off. I understand the difference and the level of accuracy needed. I’ve spent about 15 years building production software with AI, computer vision, CAD-adjacent workflows, and data extraction systems. My approach would be practical: 1) review your drawing formats and take-off rules 2) build the parsing and vision pipeline 3) map outputs into a structured take-off format 4) test against real drawings and refine accuracy Relevant work I’ve done includes AI document extraction tools, blueprint-style PDF parsing, estimation dashboards, and workflow automation systems. I’ve also built systems that combine computer vision with rule-based validation so the output is dependable, not just “smart.” Could you please clarify the following questions to help me better understand the project? 1) What drawing types should the tool support first, PDFs, scans, DWG exports, or all of them? 2) Do you already have sample plans and a take-off output format you want matched? 3) Should the AI only detect framing components, or also calculate quantities, lengths, and a bill of materials? If helpful, I can suggest a low-risk first milestone so we can validate the core workflow early. James Zappi
$4,200 USD in 13 days
3.5
3.5

I understand you're developing an AI-driven steel framing take-off software that ingests PDFs and CAD files, parses structural steel members with sizes and lengths, groups them by section, and visualizes a basic 3D isometric for user verification. I have previously built a similar image processing pipeline that accurately extracted and categorized building components from architectural plans with over 98% precision. My approach will involve using Python with libraries like OpenCV for image processing and parsing, coupled with potentially a CAD parsing library if native CAD files are a priority. The 3D visualization will be implemented using a simple WebGL renderer in the browser version and a lightweight C++ library for the desktop app, ensuring clear member representation. The output will be a structured JSON detailing each member's type, count, and total length. What level of detail is required for the section grouping (e.g., W10x22 vs. just W10)? Ready to start as soon as you confirm scope.
$4,530 USD in 21 days
2.3
2.3

Expertise in AI model development, CAD/CAM, and algorithms positions us well for this steel framing take-off software. I will utilize advanced computer vision techniques, along with CAD APIs, to accurately parse structural drawings and generate reliable quantities. My approach includes developing a user-friendly interface, both on Windows desktop and browser, ensuring seamless import, visualization, and output. The project involves integrating AI-driven parsing, 3D visualization, and cost estimation, which we can accomplish within the specified budget and timeline. The source code will be well-documented for easy deployment, complemented by a concise user guide. This tailored solution will significantly streamline your structural framing workflows, saving you time and ensuring accuracy. Looking forward to delivering a robust prototype that meets your expectations.
$4,500 USD in 45 days
1.6
1.6

Hi, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Engineering, CAD/CAM, Solidworks, AutoCAD, Computer Vision, AI Text-to-text, AI Model Development, AI Development Lets connect in chat so that We discuss further. Thank You
$3,000 USD in 7 days
0.0
0.0

Hey there, I'm Vishal Maharaj, a Computer Vision and AI expert with 25 years of experience in AI Development, AI Model Development, and AI Text-to-Text based in Perth, Australia. I am passionate about taking on your AI Steel Framing Take-Off Software project. I understand the core workflow you have in mind and propose to approach the project by developing an AI-driven tool that efficiently reads and interprets structural drawings to generate accurate steel material take-offs. I will focus on seamless importation of files, precise parsing of structural elements, intuitive visualization, and accurate cost estimation. Let's discuss further details and initiate the chat. Cheers, Vishal Maharaj
$3,000 USD in 20 days
0.0
0.0

Hello, Your concept is both innovative and practical, and I’d love to help build it. I have experience developing AI-powered applications, backend systems, and interactive web solutions, and I can deliver a prototype that imports PDF/DWG files, extracts structural steel members using AI/CAD processing, generates a 3D isometric model for verification, and produces accurate material take-offs with editable cost calculations. The solution will be built with a scalable architecture, clean documentation, and support both Windows and a browser-based interface. I’ll provide well-structured source code, deployment instructions, and ensure the prototype is designed for future expansion into more advanced estimation features. One quick question: do you already have sample drawings and expected take-off outputs for training and validation, or should we define those together? I look forward to discussing the milestones and bringing this project to life. Thanks
$3,000 USD in 7 days
0.1
0.1

With over a decade of experience in AI development and a keen understanding of businesses' pain points, especially when it comes to manual processes, my team at Systemapic is well-equipped to develop your AI Steel Framing Take-Off Software. We've extensively worked with computer vision, CAD APIs, and cost-estimation logic - all the skills necessary to bring your project to fruition. Our automation solutions are designed not only to connect apps, but also to remove manual work, close operational gaps, improve visibility, and ultimately maximize efficiency for our clients. Your project aligns perfectly with our expertise, melding AI with construction engineering for an innovative and time-saving solution. Moreover, we've proven our ability to deliver quality solutions with clear instructions through the provision of source codes and user guides. If you're seeking progress-focused professionals who can deliver impeccable results within tight timelines, I'm confident we're the right fit for you. Let's discuss milestones and timelines – together we can build a system that moves your work forward automatically while optimizing costs and improving productivity.
$4,000 USD in 7 days
0.0
0.0

Hello! Your project aligns very well with our expertise and we have already delivered a similar solution involving automated processing of engineering drawings, intelligent data extraction, visualization and cost estimation. Our team has extensive commercial experience developing AI-powered engineering software, CAD/BIM solutions, computer vision systems and custom business applications. We have successfully delivered platforms that analyze technical drawings, extract structured data from PDF and CAD files, generate interactive 3D visualizations and automate engineering calculations. Our expertise in AI, computer vision, CAD APIs and scalable software architecture enables us to build accurate, production-ready solutions. For your project, we can develop a prototype that parses PDF and DWG structural drawings, identifies steel members, groups them by profile, generates a 3D isometric preview and automatically calculates material and fabrication costs using configurable pricing tables. Our focus is on accurate quantity extraction, clean maintainable code and a scalable architecture that can easily support future estimating and fabrication features. Please, review our profile https://www.freelancer.com/u/tangramua where you can find detailed information about our company, our portfolio, and the client's recent reviews. Please contact us via Freelancer Chat to discuss your project in details. Best regards, Kateryna Sales department Tangram Canada Inc.
$3,750 USD in 7 days
0.0
0.0

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