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Functional Requirement LLM-powered working link / system to generate Furniture working Drawings (AutoCAD + SketchUp) Input 1. Reference Image - Reference photos of furniture (sofa, bed, table, chair, wardrobe shutters, etc.) 2. Hand Sketch - Hand-drafted sketches (plans, elevations, rough furniture concepts). Output [login to view URL] AutoCAD files (.DWG / .DXF) - A working furniture drawing containing i. Plan ii. Front elevation iii. Side elevation ( Important points - 1. All drawings to include clear, practical dimensions suitable for on-site manufacturing. 2. Automated identification and specification of materials such as: i. Upholstery ii. Solid wood / ply / veneer iii. Metal / MS sections iv. Paint (matt / gloss / PU) v. Texture finishes vi. Glass / stone, etc. 3. Details should be written in a manner understandable by carpenters and fabricators. 4. Proper layer management, dimension styles, and drawing hygiene of the AutoCAD file is expected. ) 2. 3D Model - Generation of a SketchUp (.SKP) model based on the approved 2D drawings. ( Important points – 1. Model should be suitable for client presentation and basic visualisation.) Expectations • The system should prioritize practical manufacturability, not just visual accuracy. • The workflow should be repeatable, consistent, and scalable across furniture types. Looking For • AI / LLM engineers • Computer vision specialists • CAD automation experts • Teams or individuals with experience in design-to-manufacturing workflows If this problem statement aligns with your expertise, we would like to discuss feasibility, architecture, and next steps.
ID do Projeto: 40169482
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8 freelancers estão ofertando em média ₹8.688 INR for esse trabalho

Greeting, I am an architect with many years of experience. I work on D5render, Sketchup, Revit, Autocad 2D, Lumion, 3dsmax, Sketchup....With this project, I believe with my experience I can provide a perfect solution for your home. I look forward to doing this project. Contact me if you have any questions. Thank you so much !
₹12.500 INR em 5 dias
5,3
5,3

As a seasoned AI engineer with a diverse skill set that encompasses design, development, and computer vision, I understand the intricacies of your project. My team and I have extensive experience working with CAD/CAM, AutoCAD and we have developed numerous AI-powered systems that can produce the precise and pragmatic drawings you require for on-site manufacturing. Drawing hygiene, proper layer management, and clear dimensioning are not afterthoughts but intrinsic to our workflow. Moreover, we comprehend that these 2D drafts will form the blueprint for your final 3D models in SketchUp. And my CAD automation expertise coupled with our computer vision skills can ensure seamless generation of these models that depict all the materials used; be it upholstery, different types of wood or paint finishes. Furthermore, our solutions are explicit enough to be followed by carpenters with ease. Finally, delivering on practical manufacturability without compromising visual accuracy is our forte. We've created scalable workflows specifically designed for design-to-manufacturing projects such as yours. Our strategic insight ensures we can easily adapt to varying furniture types while maintaining consistency in quality and output. If you're seeking solution providers that can elevate your project to the level it deserves, rest assured, choosing our team will mean choosing excellence at every stage.
₹7.000 INR em 7 dias
4,9
4,9

Hello, As a highly experienced and versatile AI/LLM engineer with over 7 years in developing digital solutions for a range of businesses, your project aligns perfectly with my expertise. I have successfully built various design-to-manufacturing automated systems using AI and machine learning, allowing for scalable and consistent workflow processes, just as you need. In terms of CAD automation and computer vision, I have unmatched competence that would be immensely beneficial to your project. My skills span generating and managing editable AutoCAD files (.DWG/.DXF), proper layer management, dimension styles, and overall drawing hygiene which are all critical for an efficient design process. Additionally, I have experience creating understandable construction drawings for stakeholders such as carpenters and fabricators. Moreover, my comprehensive knowledge in developing functionalities such as material identification and specification (including upholstery, different wood types etc.), will provide practical dimensions and vital information necessary for on-site manufacturing. For the 3D model generation, I am well-versed in SketchUp (.SKP) to create a suitable model for client presentations ensuring a basic level of visualization. Given my proven track record of delivering over 180 projects with utmost client satisfaction, I am confident that working with me would exceed your expectations from functionality to delivery time Thanks!
₹1.500 INR em 6 dias
1,5
1,5

Hi there, I’ve carefully reviewed the requirements for your GenAI project and I’m confident that my expertise in building NLP pipelines using Hugging Face and LangChain can meet your expectations. My experience includes working with large language models (LLMs) for Retrieval-Augmented Generation (RAG), as well as fine-tuning models with custom datasets to enhance text generation. I’ve successfully completed similar projects where I applied these techniques in Python to build robust, client-specific solutions. I would love the opportunity to discuss how I can leverage my skills to develop a tailored solution for your project. Feel free to take a look at my portfolio to get a sense of the work I’ve done: Portfolio: https://www.freelancer.com/u/webmasters486 Looking forward to hearing from you! Best regards, Muhammad Adil
₹12.000 INR em 4 dias
0,0
0,0

Hi, I’m a CAD/AI engineer with hands-on experience building image-to-CAD automation for furniture and interior joinery. I’ve delivered systems that convert reference photos and hand sketches into clean AutoCAD DWG drawings with proper layers, dimensions, and material annotations, then generate SketchUp models for client visuals. A key challenge was ensuring manufacturability—solved by rule-based dimension logic, material libraries, and LLM-guided detailing aligned with carpenter workflows. I’d be happy to discuss feasibility, architecture, and next steps.
₹7.000 INR em 7 dias
0,0
0,0

I am the ideal candidate for this project because my expertise sits at the intersection of AI Engineering, Computer Vision, and technical CAD automation, specifically tailored for the manufacturing industry. From Vision to Vector: I have the technical capability to build a system that goes beyond simple image recognition. By leveraging advanced Vision-Language Models (VLMs) and Computer Vision, I can transform hand sketches and reference images into structured, layered, and "hygienic" AutoCAD (.DWG) files that follow professional industry standards. Manufacturing-First Mindset: I understand that furniture drawings must be functional, not just aesthetic. My approach ensures the system accurately identifies materials—from upholstery and veneer to PU finishes and metal sections—generating annotations and dimensions that are practical and understandable for carpenters and fabricators on the shop floor. Seamless 2D to 3D Integration: I can develop a scalable architecture that automates the transition from 2D elevations to SketchUp (.SKP) models. By integrating LLMs with CAD automation scripts, I ensure that the 3D output is a direct, consistent reflection of the approved technical drawings, perfect for client presentations. If you need me to send you files of my completed work, you can write to me and I will gladly send you what you request.
₹12.500 INR em 7 dias
0,0
0,0

Puedo generar un paseó 3D para visualizar previamente los acabados del proyecto para visualizar previamente los acabados y diseños y buscar lo que más se adecua al espacio y visión del objetivo a conseguir
₹7.000 INR em 1 dia
0,0
0,0

I am writing to formally submit a bid for your upcoming project. As the lead of a full-service construction firm, I offer a streamlined "Design-to-Build" approach that eliminates the stress of managing multiple contractors. Integrated Design Team: Our in-house designers ensure that every blueprint is both aesthetic and structurally optimized before the first stone is laid. End-to-End Execution: From initial architectural drawings and 3D modeling to final construction and finishing, we handle the entire workflow. Strict Timeline Management: We understand that "time is money." Our projects are governed by a rigorous schedule to ensure handover occurs within the agreed-upon period. Quality Assurance: We maintain a high standard of material sourcing and craftsmanship, ensuring your investment stands the test of time. 10 year experienced in this field. Autocad, revit, sketch up, lumion, enscape, D5 Render, all software team we have.
₹10.000 INR em 7 dias
0,0
0,0

Delhi, India
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