AI-Based Virtual Try-On System with Automatic Cloth Extraction and Real-Time Body Tracking

@ixorawebmob

Hello, I’ve gone through your project details, and this is something I can definitely help you with. I have 10+ years of experience in mobile and web app development, with a strong focus on AI and real-time rendering technologies. I understand the complexity involved in creating a Virtual Try-On system that encompasses automatic cloth extraction and body tracking. My approach will involve leveraging advanced AI segmentation models for automatic cloth cropping and using pose estimation algorithms for real-time body tracking to ensure the garment aligns dynamically with user movements. I will keep communication clear and constant throughout the development to ensure we meet your vision. Here is my portfolio: https://www.freelancer.in/u/ixorawebmob. I’m interested in your project and would love to understand more details to ensure the best approach. Could you clarify: 1. Do you need this for mobile, web, or both? 2. Do you already have UI/UX designs, or should we create them? 3. Will there be any specific models or frameworks you prefer for implementation? 4. What is your expected timeline for completion? 5. Are there any reference apps or websites you like? Let’s discuss over chat!What is your expected timeline for completion? Regards, Arpit Jaiswal

@itswahabahmad

With my extensive expertise in AR, Unity and Unreal Engine, I come ready to tackle the complex challenges of your AI-based virtual try-on system project. Having worked for 5 years in Unity game development, I have acquired a deep understanding of real-time rendering optimization and an ability to deliver efficient solutions that support high-performance environments like those found in your application. My proven track record demonstrates a dedication to quality and my ability to meet deadlines, ensuring your project milestones are achieved. Moreover, my specialization in VR/AR will be of utmost significance to this task. I am confident in employing computer vision and AI models to detect body landmarks, track human body movements, and align garments according to dynamic actions such as walking or arm lifting. While implementing these features on mobile platforms, I understand the pressing requirement for steady frame rates (20-30 FPS), an area which I've delivered seamlessly upon in past projects. Above all else, my sales pitch rests on my commitment to innovation. As a developer that thrives on pushing technological boundaries to deliver cutting-edge solutions, I'm poised and eager to explore the possibilities at hand with this project. By combining and adapting AR frameworks, 3D engines (Unity / Unreal), Computer Vision & AI models, I am confident that together we can create an exceptional AI-based Virtual Try-On system that'll positively impact your web application.

@NEHABHAT92

With extensive experience in both mobile app development and utilizing 3D engines such as Unity, I am confident that I can deliver on all the aspects of your ambitious Virtual Try-On project. My proficiency includes working with mobile platforms, Java and real-time rendering optimization which will be crucial for such a system. Additionally, my expertise in AI models will ensure a seamless and precise cloth-to-body pivot mapping that incorporates realistic fabric alignment. Moreover, my broad knowledgebase in AR frameworks and previous experience with web integration not only guarantees a good understanding of your requirements but also provides an opportunity to explore creative solutions that align with the vision of your company. I'm adept at working with posing estimation models and depth-based body tracking, ensuring accurate placement of garments reflecting realistic movement patterns.

@SahilRao1247

With my diverse technical skill set and deep understanding of AI technologies, I am confident that I meet all your technical requirements for the project. Having mastered numerous AI tools, including those used for video editing, VFX, and graphics design, I can seamlessly produce the necessary automatic cloth cropping, body tracking, pivot mapping, and overlay rendering that your Virtual Try-On system demands.I can also create a scalable backend tool to automate garment-to-body alignment as much as possible. As an experienced AI professional with a keen eye for aesthetics and design balance, I intend to ensure not only the functionality but also the realism and quality of the try-on system's output. In summary, I offer an amalgamation of technical expertise in AI programming, strong knowledge in AR frameworks to optimize mobile performance as well as visual creativity to produce engaging content. With these skills combined with my strong project management abilities, excellent communication skills and deliveries on-time; rest assured, you will have a fully functional Virtual Try-On System that is ready to exceed your user's expectations. Let's get started!

@himanshus642

With my 5+ years of experience as a Full Stack Developer, specializing in AI and automation-driven systems, I’m well equipped to handle the complexities of your Virtual Try-On project. My previous work demonstrates proficiency in the key technical areas outlined in your requirements such as AR frameworks, 3D engines (Unity/Unreal), real-time rendering optimization and computer vision & AI models. As part of the project delivery, I'll provide an AI cloth extraction module that can automatically detect, extract and overlay the garments in real time. My understanding of scalable backend tools will minimize or eliminate the need for manual adjustments per product. I'm also well-versed in creating Documentations which will make it easier for you to deploy and manage the system once we're done. Additionally, my expertise goes beyond just development as I prioritize clean architecture, security and high performance in every project I undertake. This ensures a robust, user-friendly system that not only meets your present needs but is also adaptable for future scaling. Combining this with my milestone-first approach, clear communication and demonstrated on-time deliveries, I believe I'm the best choice to partner with you on this project.

@necatitaha

Hello, I can develop and integrate a real-time Virtual Try-On system into your existing web application with a focus on accurate body tracking, dynamic cloth alignment, and stable 20–30 FPS performance on mobile devices. My approach includes AI-based garment segmentation, optional 2D-to-3D mesh generation, real-time pose tracking, cloth-to-body pivot mapping, and an optimized rendering pipeline (WebGL / Unity / AR stack depending on your platform). The system will be designed for scalability across your full product catalog, minimizing manual pivot setup. If helpful, we can start with a small proof of concept to validate tracking accuracy and performance before full deployment. Happy to share relevant AR and computer vision projects upon request.

@rakam26

Hello Just read your post and it seems you are looking for a skilled computer vision and AR developer experienced in building real-time Virtual Try-On systems, including garment segmentation/extraction, pose-based body tracking, cloth-to-body pivot alignment, and performant live rendering that can scale across a multi-product catalog. With my years of extensive experience and exceptional expertise in AI segmentation pipelines (background/model removal to transparent PNGs), real-time pose/landmark tracking, pivot mapping and dynamic alignment, and optimizing AR/3D rendering stacks (Unity/Unreal/WebAR) to achieve stable 20–30 FPS on mobile devices, I am 100% confident that I can bring your vision to life in the shortest possible time. Let's connect and see how great value I can add to your business. Best Regards, Raka

@upenderr2509

With over years of experience in Unity, I’ve crafted diverse games for various platforms, showcasing my proficiency in real-time rendering and optimization, mobile integration, and working with AR frameworks. I share a professional expertise in creating 3D environments and GameObject scripting with Unity’s C# API which would come handy in crafting a seamless try-on experience for your Web application. While proficiency in gaming gives me an edge of understanding body motion and its dynamism important for this project, my background also encompasses Computer Vision and AI models. This hybrid skill-set has equipped me with a unique tool-kit including cloud-based facial recognition systems, AI Segmentation algorithms, and depth-based body tracking abilities using Live camera feed- all relevant to competently build your Virtual Try-On system. Additionally, this project will demand ensuring the scalability of the system for multiple products; my knowledge of the platform’s performance enhancement will assist me to develop a solution that doesn’t compromise live video frame rate.

@kaustubhbawa123

Hi, I am an IIT Grad, MongoDB Certified Developer, ex-BFSI and worked at fortune 500 companies. I will make it a reality for you. As a Full Stack Developer, I will build a responsive web application using React. js, TensorFlow. Kindly click on the chat button so we can discuss and get started. Will share you my prior projects done and my resume too. I have been doing freelancing since 2019 worked at top MNCs in both USA and India. Lets connect

@Ussama91

I propose developing an advanced Virtual Try-On system integrated into the existing Web application, leveraging AI segmentation models, computer vision, and 3D conversion to enable real-time cloth try-on with automatic body tracking and dynamic movement, scalable to support multiple products, with a focus on performance optimization for mobile devices, and deliverables including AI cloth extraction, real-time body tracking, and mobile SDK/API for app integration, adaptable to the proposed budget. Waiting for your response in chat! Best Regards.

@marcioazambujo

Hi, there. Timeline: 5 Days, Budget: 25000INR. I am interested your project. Because your project is my major, I believe I am a right person for your project. I have hands-on experience with AI-based image segmentation, real-time body tracking, and virtual try-on systems using AR and computer vision technologies. I can deliver cloth extraction, body landmark tracking, dynamic cloth-to-body alignment, and optimized real-time rendering suitable for mobile devices. I focus on scalable architecture so your full product catalog can be supported with minimal manual intervention and clean backend management. I hope to hear from you. Thank you.

@amulk9

Hi there, I’ve built real-time Virtual Try-On systems using AI segmentation, pose estimation, and AR rendering. As a senior developer, I can deliver an end-to-end solution: automatic cloth extraction, body landmark tracking, accurate pivot mapping, and smooth real-time cloth movement at 30 FPS on web/mobile. I’ve worked on similar AR try-on pipelines (2D → 3D garments, Unity/WebGL, mobile SDKs) and can design this to scale across your full catalog with minimal manual effort. Happy to discuss your current app stack and start immediately. Best, Amul

@Foraxis

I've just completed a similar project. I developed a real-time virtual try-on system featuring live camera body tracking and dynamic cloth overlay for a fashion app. My expertise closely aligns with the advanced virtual try-on and AI cloth extraction requirements. I understand your need for AI segmentation, body pivot mapping, and scalable multi-product support. Specializing in AR and computer vision, I focus on seamless integration with high performance, strong security, and a refined user interface. Let's chat about your project anytime; worst case, you walk away with a free consultation and a clearer understanding of your project. Kind regards, Curtley

@salesapple

This is a complex AR and AI system, not a simple overlay feature. We can build a scalable virtual try on engine with cloth segmentation, body tracking and real time rendering optimized for mobile. The focus will be accuracy, stability and performance from day one. I am writing as Business Development Executive from Redcrix Technologies. Our team includes AI engineers and AR developers experienced in computer vision, pose estimation and Unity based real time rendering. We can implement garment segmentation using trained models, map pivots to body landmarks, and build a modular alignment engine that supports multiple products without heavy manual setup. The solution can be exposed as SDK or API for integration into your existing app. We can propose a phased development plan for segmentation, tracking and rendering modules. One question, do you prefer a WebAR based solution or native Unity integration for better performance on Android and iOS? Regards, Business Development Executive

@TeamGTW

Hello! I understand you need an advanced Virtual Try-On system integrated into your web app, allowing users to try clothes in real-time via live camera. The goal is realistic garment overlays aligned with body pivots, smooth movement tracking, support for multiple products, and seamless performance on Android and iOS. I have 6 years of experience developing AR and computer vision applications, including real-time body tracking, AI-based cloth extraction, and 3D rendering. I will deliver a stable solution that extracts garments from images, converts 2D clothes into optimized 3D meshes if needed, and overlays them dynamically on live video. The system will track key body landmarks and maintain realistic fabric movement across all products in your catalog. I specialize in scalable, real-time AR systems where accuracy, responsiveness, and integration are critical. My approach ensures a reliable, efficient, and low-maintenance solution tailored to your app. I ALSO OFFER THREE MONTHS OF SUPPORT AFTER DELIVERY TO ENSURE EVERYTHING RUNS SMOOTHLY, AND I’D BE HAPPY TO SHARE PAST AR PROJECTS IN A PRIVATE CHAT. Let’s connect to discuss your product catalog so this Virtual Try-On system works exactly as your users expect. Best regards, nikita gupta

@luckyk554

I propose to develop an AI-Based Virtual Try-On System using advanced computer vision and deep learning techniques. The system will automatically extract clothing from images using AI segmentation models and accurately overlay them on users in real-time with body landmark detection and motion tracking. It will ensure proper alignment, scaling, and realistic fitting. The solution will be built as a responsive web application using Python, OpenCV, and TensorFlow/PyTorch, focusing on performance, accuracy, and smooth user experience.

@ViraEra

Hi, I can build a scalable Virtual Try-On system combining AI-based garment segmentation, real-time body tracking, and dynamic cloth alignment optimized for mobile performance. My approach focuses on automation (minimal manual pivot setup), clean architecture, and stable 20–30 FPS rendering on Android and iOS. I design systems that handle full product catalogs, not just single demos. You’ll get a production-ready pipeline, integration support, and clear documentation. Looking forward to discussing the technical details.

@huyuedev

Hi, I’m a C++ and Unreal Engine developer. I’ve worked on several projects requiring similar skills, and I’d be happy to help with your project. We can discuss the details further.