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Real-time PyTorch Model Deployment to Web

₹600-1500 INR

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₹600-1500 INR

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I'm looking for a skilled developer who can help me deploy my PyTorch model into a standalone web application for real-time predictions. Key Project Details: - Purpose: The primary goal of this project is to make real-time predictions with my PyTorch model. The model is already trained and ready for deployment. The weights are in .pt format and it is a pose estimation model. I want to capture the realtime webcam input process the frames and plot out the output(Keypoints). I also want to display the FPS and latency of each frame. - Platform: I intend to use a standalone web application for this deployment. You should have experience in deploying machine learning models in web environments. - Model Maintenance: I do not foresee any updates or maintenance for the model. It will stay as is post-deployment. Ideal Freelancer: - Proficient in both PyTorch and JavaScript or React. - Experienced in deploying machine learning models to web applications. - Able to ensure the real-time functionality of the model post-deployment.
Mã dự án: 37984969

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11 đề xuất
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11 freelancer chào giá trung bình ₹4.242 INR cho công việc này
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I am an accomplished web developer with a strong proficiency in popular web development frameworks such as Flask and Django, along with expertise in front-end technologies like Bootstrap. With a keen eye for detail and a commitment to delivering polished, responsive, and user-friendly websites, I bring a wealth of experience to your project. Whether you need a dynamic web application, an e-commerce platform, or a sleek and modern website, I can harness these skills to create a seamless online experience for your users while ensuring efficient backend functionality. Let's collaborate to bring your web development vision to life, with a focus on performance, security, and an engaging user interface.
₹1.050 INR trong 7 ngày
4,4 (9 nhận xét)
3,7
3,7
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Hello, Ramesh R. I UNDERSTAND YOUR REQUIREMENTS 100% Very happy to your project (Real-time PyTorch Model Deployment to Web). Reading your project, I notice that you are looking for a normal programming language developer. I am very familiar with Python, Pytorch, Software Architecture, JavaScript and YOLO..... I have 7+ years experience in Website development and Mobile application development(flutter, flutterflow, android studio). So I am pretty sure I can build whatever that you want. Looking forward to work with you. Sincerely.
₹600 INR trong 4 ngày
5,0 (2 nhận xét)
2,2
2,2
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Leveraging my affinity for technology and my constantly growing skill set, I am confident in my ability to deploy your PyTorch model into a functional standalone web application. Not only am I well-versed in Python (a crucial skill when it comes to deploying machine learning models), but my proficiency in JavaScript will allow me to seamlessly bridge the gap between the core model and the interactive interface you desire. Whether you opt for JavaScript or React, I can adapt to your platform preferences without missing a beat. Finally, our work won't just culminate at deployment. As an aspiring developer, one of my core principles is a commitment to sustaining functionality even after project completion. So beyond simply ensuring that your PyTorch model is accurately deployed for real-time pose estimation using webcam input, frame processing, and output plotting, I'll thoroughly test and address potential issues like FPS and latency effectively providing you not only with a web application but with a reliable final product. Let's work together - your project is as exciting to me as it is critical to you!
₹1.050 INR trong 3 ngày
5,0 (1 nhận xét)
1,8
1,8
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I specialize in deploying PyTorch models into web applications and can assist with your project's real-time predictions. Leveraging my expertise in PyTorch and JavaScript/React, I'll create a standalone web application that processes webcam input, executes frame-by-frame predictions using your trained model, and displays the output (Keypoints) in real-time. Additionally, I'll implement features to monitor FPS and latency per frame. With a focus on seamless functionality and reliability post-deployment, I'll ensure your model delivers accurate predictions efficiently. Let's collaborate to bring your real-time pose estimation project to life and exceed your expectations.
₹1.050 INR trong 7 ngày
5,0 (2 nhận xét)
0,1
0,1
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Hello, I'm extremely excited because I recently had a very similar experience. I'm confident that I can complete your task perfectly as soon as possible in a short amount of time, and I'm sure you'll be pleased with the results. Let me quickly introduce myself.
₹825 INR trong 1 ngày
0,0 (0 nhận xét)
0,0
0,0
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With my recent experience working as a full-stack developer at Rishabh Software and my proficiency in Python and JavaScript, I believe I’m the ideal candidate for your project. The successful completion of my internship involved working with Python on a daily basis, including the deployment of machine learning models - which ties in perfectly with your requirements. In addition to my skillset, I've actively experimented with deploying PyTorch models and have showcased my abilities through different projects involving pose estimation. From this experience, I've learned how crucial it is to not only ensure accurate predictions but also optimize for real-time functionality in web applications. Furthermore, I'm excited about the prospect of us working together primarily because it aligns with some of my core interests. Combining machine learning with web applications and delivering results in real-time is an exciting challenge that would allow me to leverage and expand my skills to their fullest potential. My dedication to your project would extend beyond just deployment; I place high value on continuous improvement and can provide assistance even post-deployment in case any updates are required.
₹1.050 INR trong 7 ngày
0,0 (0 nhận xét)
0,0
0,0
Avatar người dùng
I'd love to take on your PyTorch model deployment project! With a solid background in both software architecture and Python, I am well-prepared to deploy your PyTorch model into a standalone web application. My experience also extends into the realm of web development, making me an ideal candidate for this project. Having deployed various machine learning models to the web previously, I have a deep understanding of the complexities involved. This includes handling of data formats such as .pt for your model and ensuring real-time functionality even with demanding tasks like pose estimation and simultaneous plotting. Drawing on my experience, I can guarantee you a robust and efficient system. Beyond my technical skills, my dedication to continuous learning is another asset that benefits my clients greatly. As a technology-driven professional, I always endeavor to stay updated with industry advancements – a trait that will be invaluable during your project's completion. Involving me in your project means integrating strong problem-solving skills, effective communication, and high-end security practices; qualities that would make for a successful outcome. Let's get together and bring your model-online!
₹1.050 INR trong 1 ngày
0,0 (0 nhận xét)
0,0
0,0
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give me your model to work with , then We can discuss payments later. You can try it and you will be sure of the results before you pay
₹4.100 INR trong 2 ngày
0,0 (0 nhận xét)
0,0
0,0

Về khách hàng

Cờ của INDIA
Bengaluru, India
0,0
0
Thành viên từ thg 4 12, 2024

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