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I’m putting together a browser-based fitting room that lets shoppers see how an item will look before they commit to the cart. The core experience must run entirely in a standard web browser, with no downloads or plug-ins. Here is the workflow I have in mind: • A shopper lands on the page and either uploads a well-lit full-body photo or steps through a short flow that builds a personalized 3-D avatar from a set of guided snapshots and basic body measurements. • The garment library (tops, bottoms, dresses, etc.) is pulled from our catalogue; once a piece is selected it is rendered in correct scale and draped realistically on the user’s photo or avatar. • They can rotate, zoom, and switch sizes or colours instantly, then proceed to checkout on our existing store. Key tasks for the build 1. Front-end web application (React, Vue or similar) that is responsive and loads quickly on desktop and mobile browsers. 2. Image handling pipeline: background removal, body-keypoint detection and garment alignment for the “upload your own photo” path. 3. Real-time 3-D avatar generation and garment simulation using WebGL / [login to view URL] or comparable tech. 4. Simple admin panel so our team can upload new garment meshes, textures and size charts without touching code. 5. Clean REST or GraphQL layer so the try-on module can be embedded in other pages later. Acceptance criteria • Photo upload produces a realistic overlay in under five seconds on a mid-range laptop. • Avatar flow completes in three steps or fewer with a 90% success rate on test devices. • Garment swap latency below one second once assets are cached. • Codebase documented well enough for an internal dev to extend. Optional future additions such as live AR overlay can stay on the roadmap, but for this milestone I want the photo-based and full 3-D avatar experiences fully functional and production-ready. If this sounds like a stack you’re comfortable with, tell me briefly which libraries or engines you’d leverage and include one example of previous work that shows relevant computer-vision or WebGL experience.
Project ID: 40735838
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As a seasoned Python, Flask and React developer, I can provide you with a comprehensive solution for creating your virtual clothing try-on app. My proficiency extends to AI/ML development, making me ideally suited for the image handling pipeline and real-time 3D avatar generation required in this project. I have hands-on experience with REST APIs as well as designing clean, efficient, and user-friendly interfaces - skills that will be invaluable in not only creating your app but also ensuring its seamless integration with existing systems. A particularly relevant project I've worked on recently is an application which utilized computer vision techniques to detect objects in images uploaded by users. This involved background removal, body-keypoint detection, and overlays with virtual elements that needed to be realistic and easily swappable. This aligns closely with what you are looking for in this project. One of my core strengths lies in understanding and fulfilling client needs efficiently. I am dedicated to delivering robust, high-performance solutions within agreed timelines, with the necessary documentation for easy future extensions. I believe my vast experience with Python, Flask, React.js, API development, database design, and management make me the perfect fit for your project. Let’s collaborate to build a cutting-edge virtual fitting room that enhances your customers' shopping experience!
₹40,000 INR in 5 days
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51 freelancers are bidding on average ₹54,510 INR for this job

I’ve reviewed your project requirements and am confident I can deliver a high-performance solution. With deep expertise in AI integration, scalable web architecture, and intuitive app development, I specialize in turning complex visions into seamless digital products. I focus on clean code, modern UI/UX, and scalable infrastructure to ensure your project succeeds long-term. I am ready to start immediately and ensure every detail is executed perfectly. Please open a chat so we can discuss your specific goals and establish a precise timeline for delivery. Looking forward to working together!
₹56,250 INR in 7 days
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Hi, I notice the garment library needs to be pulled from your catalogue and rendered in correct scale on the user's photo or avatar, which is a key challenge. I'd approach this by setting up a responsive front-end web application using Vue.js, and implementing a real-time 3-D avatar generation and garment simulation using Three.js. This will ensure a smooth and realistic experience for the shoppers. In my experience, a common mistake is not optimizing the image handling pipeline, which can lead to slow loading times and poor performance. I'll set up a pipeline that includes background removal, body-keypoint detection, and garment alignment, to ensure a realistic overlay in under five seconds. As a result, the client can expect a fully functional and production-ready photo-based and full 3-D avatar experience, with a clean REST or GraphQL layer for easy embedding in other pages later. i can finish your project perfactly
₹50,000 INR in 7 days
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As a seasoned full-stack web developer experienced in using React and Node, I am comfortable with the technology stack you require for this project. In addition to my robust skills in frontend and backend development, my expertise extends to computer vision and WebGL - two crucial aspects of your project. In previous projects, I've successfully integrated image handling pipelines, including background removal, garment alignment, and keypoint detection - skills that will allow me to help you create a realistic avatar generation and garment simulation experience. Furthermore, I can leverage my knowledge of RESTful and GraphQL APIs to create a clean and efficient try-on module that could be easily embedded on different pages. Though relatively new on this platform, I have extensive experience from internships, real-world projects, and even technical challenges that have equipped me for managing complex tasks like these. When it comes to delivering quality work within stipulated deadlines while communicating effectively with clients, my track record speaks for itself. Make a wise choice today by entrusting your web clothing virtual try-on app to me.
₹42,999 INR in 7 days
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As the team leader at Vision Solutions, I bring together a group of dedicated developers with an expansive skill set that perfectly aligns with your project requirements. Our vast experience in frontend development (HTML5, CSS3, JavaScript, React.js, Vue.js), REST API, and web development makes us well-suited for this project. We've built scalable and responsive websites and applications with clean and scalable code – essential for an app like yours that should be lightweight yet efficient. Additionally, our proficiency in computer vision technologies such as body keypoint detection and webcam-based AR comes to light through several projects we have successfully completed. One notable example is the integration of OpenAI in a healthcare application where we utilized chatbots and improved workflow automation to simplify patient onboarding processes. This blended well with our expertise in API Automation, which could be valuable for your app's future additions. Lastly, we value continual improvement and long-term support. Your project's documentation is crucial for your future developers to build upon - something we completely understand as we've developed multiple custom Admin Dashboards using similar graghql libraries. Choosing us would mean not only getting a highly-experienced team who can deliver quickly but also one that will be available for ongoing assistance and maintenance whenever you need it.
₹37,500 INR in 7 days
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The line about draping garments 'in correct scale and realistically' on both photos and 3D avatars is really two separate pipelines, not one — photo-based try-on usually needs a segmentation+warping model, while avatar-based needs actual mesh fitting to measurements. I'd start with the avatar path since it's more reliable for accurate sizing, and treat photo upload as a lighter-weight fallback. My related work includes CAD plugins syncing geometry data and Playwright-driven scraping pipelines where precision mattered as much as speed. Do you already have a catalogue with 3D garment models, or only flat product photos?
₹38,320 INR in 18 days
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Three things set me apart: speed of delivery, attention to detail in UI/performance, and strong ownership. I treat your project as if it were my own product, ensuring clean code, seamless user experience, and a solution that achieves your business goals.
₹56,250 INR in 7 days
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Hi there, Imagine a shopper landing on your site, excited to see how a new outfit looks on them, all without any downloads or plug-ins. I’ve built similar browser-based applications before, ensuring a clean and user-friendly experience every time. I see you want a seamless fitting room where users can upload a photo or create a 3-D avatar effortlessly. Your mention of achieving quick garment swaps and realistic overlays resonates with my experience in real-time 3-D simulation using WebGL and Three.js. I specialize in building responsive front-end applications and have a solid grasp of image handling pipelines. You can count on me for speedy communication and a fast turnaround. Let me know if you are available for a quick chat! Regards, Wonita
₹37,500 INR in 7 days
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Hello, I’d be glad to help with your project. I’ve reviewed your requirements and understand that you’re looking for someone who can deliver reliable, high-quality work while keeping the process clear and organized. I’ll begin by confirming the project goals, timeline, and any preferences you have, then share progress updates as I work. I’m detail-oriented, responsive, and committed to meeting agreed deadlines. If anything needs clarification, I’ll ask early so we can avoid delays and make sure the final result matches your expectations. I’m also happy to make reasonable revisions based on your feedback. Please share any reference materials, examples, or additional details that would help me get started. I’d be happy to discuss the next steps and how I can contribute to your project.
₹56,250 INR in 7 days
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I'm already an active Freelancer — I'm currently delivering a project on this platform (PHP project optimization & refactoring, now in final client acceptance) — so I'm familiar with Freelancer's milestone/escrow workflow and I keep every stage transparent. "Web Clothing Virtual Try-On App" lines up well with what I build: Frontend Development, REST API, Web Development. I'd deliver it as a working product rather than a prototype — clean, documented code you can keep extending. How I'd approach it: I'd start by freezing the scope and data model with you, then build in short reviewable stages, with each stage released through a Freelancer milestone only after you approve it. Bid is my floor price (37500 INR) for the full scope above; if the scope turns out smaller, the total comes down with it. Happy to jump on chat to confirm details before you award.
₹37,500 INR in 7 days
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Hi — Team Humaki reviewed "Web Clothing Virtual Try-On App". We read the brief: I’m putting together a browser-based fitting room that lets shoppers see how an item will look before they commit to the cart. The core experience must run entirely in a standard web browser, with no downloads or plug-in Plan: (1) confirm target flows and acceptance criteria plus any repo/credentials; (2) implement the core path you can verify; (3) hand off so you can run it without us. No calls needed. Fixed 37500 INR, ~7 days. — Team Humaki (@humakiai)
₹37,500 INR in 7 days
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Mumbai, India
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