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I’m building a browser-based virtual fitting room where visitors receive precise size recommendations by dressing a fully adjustable 3D avatar that mirrors their own body. Users will upload a single full-body photo; the system must extract key measurements automatically, generate the avatar on-the-fly, and feed those dimensions into the fit algorithm. Only body measurements need to be customizable for now—no facial or aesthetic tweaks—so the flow can stay fast and focused on accuracy. I expect the core to be a [login to view URL] or [login to view URL] scene (open to your preferred WebGL framework) tied to a lightweight machine-learning service for photo analysis. A Python/Node API that returns parsed measurements in real time would suit my stack, but let me know if you have a cleaner approach. Deliverables I need to review before sign-off: • Responsive web app with secure photo upload and deletion • Automatic measurement extraction service with ≥90 % accuracy on standard test set • Real-time 3D avatar generator matching those measurements (FBX, glTF or similar) • Size-recommendation logic that maps avatar data to my existing product size chart (CSV provided) • Brief deployment guide and commented source code The experience should run smoothly on desktop and mobile browsers with no plug-ins. If you have prior work in virtual try-on, body-scan AI, or WebGL avatar creation, please include a link so I can see it in action.
Project ID: 40575953
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Hello, I understand your requirements. Let's connect via chat and discuss this project in more detail. I am looking forward to working with you, Fahad.
€30 EUR in 1 day
5.7
5.7
118 freelancers are bidding on average €135 EUR for this job

Hi, We’ve developed a similar product called “3DLOOK” that uses 2D images to create 3D avatars and extract body measurements. We also built a web-based solution for a client that uses 3D avatars to recommend clothing sizes based on body measurements. For your project, we can use a combination of 3D modeling and machine learning to create a fully responsive web app that works seamlessly on both desktop and mobile browsers. We can also integrate a secure backend for image processing and measurement extraction, ensuring that users’ images are deleted after processing. Let’s schedule a 10-minute introductory call to discuss your project in more detail and see if I’m the right fit for your needs. I’m looking forward to hearing more about this exciting project. Best regards, Adil
€154 EUR in 7 days
7.5
7.5

Hello " Lets Gets Started, You are looking for Web 3D Virtual Fitting Room I know you have several tempting proposals here, but I guarantee you to be impressed by my work. I have various skills in Python, Node.js, JavaScript, 3D Modelling, API Development, PHP, Software Architecture and Three.js. If you give me this chance you will be impressed, because I guarantee that I will meet your expectations. I invite you to get a look at my portfolio You Can see it from here : https://www.freelancer.com/u/sahildogra222 If you have any questions or queries, do not hesitate to contact me. I hope to start working with you. With regards! Sahil
€30 EUR in 1 day
6.3
6.3

As a seasoned web developer with more than 20 years under my belt, I've successfully navigated numerous complex tasks and delivered robust solutions. My specialization in PHP-based development caters to precisely the kind of high-stakes, business-critical work your project requires. I'm a Laravel and WordPress veteran who’s well-versed in third-party API integration, a crucial element for your project's avatar generation tied to real-time measurements. Moreover, my knowledge doesn't stop at PHP; I'm equally proficient in JavaScript and Python—skills that will come into play when building your 3D virtual fitting room. Being equipped with Python know-how, for instance, means I can readily adapt to your proposed stack or suggest cleaner avenues if available. In addition to my technical aptitude, I'm a strong believer in long-term partnerships built on trust and dependability. My clients often echo that sentiment, opting for ongoing collaboration after witnessing the value I bring to their projects. If you're seeking someone who can not only bring your vision to life but also ensure it remains stable as your business evolves, then there's no need to look any further—I can be that trustworthy partner for you.
€98 EUR in 5 days
5.9
5.9

Hello there, we are a team of AI/ML Full Stack Web and Mobile App developers and we can do this project in no time. Thanks Ashish Kumar.
€140 EUR in 7 days
5.9
5.9

Nice to meet you , It is a pleasure to communicate with you. My name is Anthony Muñoz, I am the lead engineer for DSPro IT agency and I would like to offer you my professional services. I have more than 10 years of working as a Backend and Software developer, I have successfully completed numerous jobs similar to yours therefore, and after carefully reading the requirements of your project, I consider this job to be suitable to my area of knowledge and skills. I would love to work together to make this project a reality. I greatly appreciate the time provided and I remain pending for any questions or comments. Feel free to contact me. Greetings
€131 EUR in 7 days
5.9
5.9

Hi, I reviewed your project: Web 3D Virtual Fitting Room. I can help you build a practical AI-powered solution with secure API integration, clean backend architecture, automation workflows, database design, and a production-ready admin/dashboard system. My experience includes AI assistants, OpenAI/LLM integrations, RAG/knowledge-base workflows, Laravel/PHP, React, Node.js, APIs, databases, and deployment. Please message me so I can confirm the workflow, data sources, integrations, and success criteria before we start. Portfolio: https://www.freelancer.com/u/irfanui Regards, Mohammad 4th Dimension Partners
€90 EUR in 3 days
5.5
5.5

Hello, I reviewed your virtual fitting room requirements, and the real challenge is keeping the measurement extraction, 3D avatar generation, and size recommendation pipeline consistent so users receive accurate results from a single photo across both desktop and mobile devices. The body measurement model, avatar scaling, and size mapping logic all need to remain tightly aligned, otherwise even small measurement deviations will produce unreliable fit recommendations despite a well-built interface. I have been involved in similar 3D visualization and interactive web projects and can share relevant examples once we connect in chat. Also a quick question, will your provided size chart include garment ease and brand-specific sizing rules, or should the recommendation engine infer those from the measurements alone? Best Regards, Muskan
€50 EUR in 1 day
4.9
4.9

I can develop your Web 3D Virtual Fitting Room using Three. js for high performance browser rendering and Python for the sizing logic. My experience includes building interactive 3D product configurators and integrating garment simulation APIs to provide real time visual feedback. I will architect a lightweight system using Node. js or PHP to handle user measurements and deliver precise size recommendations without sacrificing page load speed. I am proficient in mapping 3D textures and handling character rigging to ensure garments drape correctly on various body types. I can start immediately to align with your technical requirements and budget. When would be a good time to discuss your specific 3D model formats and size calibration data?
€90 EUR in 7 days
4.4
4.4

Hi , Good morning! I’ve carefully checked your requirements and really interested in this job. I’m full stack node.js developer working at large-scale apps as a lead developer 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’m well versed in React/Redux, Angular JS, Node JS, Ruby on Rails, html/css as well as javascript and jquery. I have rich experienced in Python, JavaScript, Node.js, API Development, Software Architecture, 3D Modelling, PHP and Three.js. 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.. If you have any questions, please let us know
€155 EUR in 3 days
4.6
4.6

Hi there, I’ve reviewed your project details and understand exactly what you need. You need a browser-based 3D virtual fitting room that combines body measurement extraction, 3D avatar generation, and size recommendation into a smooth user experience. I have experience with web applications, APIs, and modern technologies for scalable interactive solutions. I understand the importance of accuracy, performance, and secure user data handling, and I will do my best to build a reliable foundation that reaches your final goal. I hope we can work together.
€90 EUR in 3 days
4.5
4.5

Hi, great to meet you. I have read your project description carefully and I understand what you want. I am an experienced and specialized freelancer with 5+ years of practical experience in PHP, API Development, Node.js. You can visit my profile to check my latest work and recent reviews. If you like my approach, please connect in chat. Thank you.
€140 EUR in 4 days
3.6
3.6

Hi. I have extensive experience successfully delivering projects with complex feature sets similar to those on the specified site. While the project description is clear, understanding the specifics of user roles, custom functionalities, and scalability requirements will ensure we meet your expectations. I will structure the project using modern technologies to ensure a clean and efficient build, focusing on both the front-end user experience and back-end performance. It’s essential to align on the timeline and budget to establish realistic expectations from the start. What unique features or enhancements are you considering beyond the existing site? Roman
€140 EUR in 7 days
2.9
2.9

Hi, I’m Highly interested in working on your project ‘’Web 3D Virtual Fitting Room‘’. . I am available right now and ready to start working on your Project and i will deliver Asap. Lets’s have a quick chat.
€30 EUR in 1 day
2.7
2.7

Hey Dear , I just read all your job description A to Z and noticed you need someone skilled in JavaScript, API Development, 3D Modelling, Python, PHP, Software Architecture, Node.js and Three.js. That’s right up my alley. You can check my profile —I’m Software engineer working at large-scale apps as a lead developer with U.S. and European teams. I’ve handled several projects using these exact tools and technologies. Before we proceed, I’d like to clarify a few things: Are these all the project requirements or is there more to it? Do you already have any work done, or will this start from scratch? What’s your preferred deadline for completion? Why Work With Me? 1) Over 150 successful projects completed. 2) I have not received a single bad feedback since the last 3-4 years. 3) You will find 5 star feedback on the last 100+ major projects which shows my clients are happy with my work. 4) Long-term track record of happy clients and repeat work. I prioritize quality, deadlines, and clear communication. Availability: 9am – 9pm Eastern Time (Full-time freelancer) I can share recent examples of similar projects in chat. Let’s connect and discuss your vision in detail. Kind Regards, Imran Haider
€30 EUR in 2 days
3.3
3.3

⭐ Hi there ! Let's set meeting schedule for ur project more detail . Your virtual fitting room needs clean WebGL avatar flow plus fast body measurement API not just a nice 3D demo Can build this with Three js or Babylon js and a Python or Node ML service for photo based measurement extraction Main focus will be secure upload auto delete real time parsed body data 3D avatar scaling and size match from ur CSV chart For the avatar side glTF is better for browser speed and mobile perf For the ML side one thing to confirm is ur test set because 90 percent accuracy depends a lot on photo quality pose and clothing Have worked with 3D web apps API integration and AI based image processing before Can also keep code commented and deployment doc simple so ur team can run it without headache Timeline : 12 days Total Budget : €220
€220 EUR in 12 days
2.2
2.2

Hi, I can develop a web-based virtual fitting room with 3D visualization, an intuitive user experience, and optimized performance across devices. Ready to start immediately. Regards, **Acute Tech Solutions**
€140 EUR in 7 days
1.9
1.9

Hey, I can help you build a browser-based virtual fitting room with AI-powered measurement extraction, 3D avatar generation, and API-driven size recommendation workflows. You can review my work here: [https://www.freelancer.pk/u/UmairBuildsAI](https://www.freelancer.pk/u/UmairBuildsAI) My approach: I’ll develop a responsive web application with a Three.js-based 3D experience, secure image upload flow, backend APIs for processing measurements, and integration with an AI/ML service for body analysis. The system can include avatar generation using glTF/FBX models, product size mapping from CSV data, and a scalable architecture for future enhancements. I have experience building AI-powered applications, API integrations, full-stack platforms, automation workflows, and data-driven systems using modern frontend and backend technologies. Could you share your preferred AI model/service for body measurement extraction, or should I help evaluate the best approach based on accuracy and deployment cost? Best Regards, Umair
€30 EUR in 7 days
0.0
0.0

Hi, I can take care of developing your browser-based virtual fitting room, including AI-based body measurement extraction, dynamic 3D avatar generation, and size recommendation integration with a responsive WebGL experience. This project is right up my alley because I have done similar work before. I previously worked on an AI-driven virtual apparel prototype where users uploaded full-body images and the system processed body landmarks to estimate key measurements for avatar fitting. The project involved building a computer vision pipeline for image preprocessing, body pose analysis, measurement mapping, and connecting the results to a 3D avatar system using WebGL technologies. I also worked on optimizing glTF-based avatar models, integrating API services for real-time measurement responses, and creating logic that matched user dimensions against predefined sizing data. The final solution focused on fast browser performance, accurate visualization, and a smooth user experience across desktop and mobile devices. Here are some my questions to clarify: ♠ Do you already have a preferred body measurement model or dataset for achieving the ≥90% accuracy target, or should I recommend an approach using existing computer vision frameworks? ♠ Will the product size charts vary by brand or remain consistent, and do you need the recommendation engine designed to support multiple sizing systems in the future? Looking forward to collaborating with you! Best regards,
€120 EUR in 3 days
0.0
0.0

Hi, I can architect the avatar pipeline and measurement workflow from the start. Building a browser-based virtual fitting room with accurate body measurement extraction, real-time 3D avatar generation, and reliable size recommendations is the goal. I’ve handled builds where WebGL applications, backend APIs, and AI-powered processing needed to work together in a responsive, production-ready workflow. I’m ready to deliver a clean, maintainable solution with smooth performance across desktop and mobile, and I’m confident I can produce a high-quality implementation with clear deployment documentation if awarded. Best regards
€140 EUR in 7 days
0.0
0.0

With my comprehensive knowledge in 3D Modelling and my proficiency in JavaScript, I am the ideal candidate to execute your project. My extensive experience with Unity game development will be a valuable asset to creating a fully functional and visually appealing virtual fitting room. As a game developer, I have repeatedly exhibited my ability to transform ideas into optimized, playable experiences - which is what your project needs to deliver. I comprehend that your primary objective is real-time accuracy, performance, and simplicity - elements that I champion in my work. My expertise in low-poly 3D environment creation aligns quite favorably with your project's need for body measurement customization but not facial or aesthetic modifications. Additionally, my knowledge of Unity and WebGL gives me the well-rounded perspective required for this task. I will ensure that the final product speaks of the highest standards of web optimization. I can confidently say that if given the opportunity to collaborate, we'll synergize our strengths to develop an efficient and robust system that excels in both functionality and aesthetics. I remain committed to delivering a project that exceeds expectations. Let's turn this vision into reality!
€140 EUR in 7 days
0.0
0.0

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