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Machine Learning for Pose Estimation

$250-750 USD

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İlan edilme: yaklaşık 1 ay önce

$250-750 USD

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I'm looking to hire a talented individual who can develop a machine learning-based pose estimation system that's well-suited for the assembly process of different objects, providing step-by-step instructions. My research is about AR assisted assembly process, and I want to use the deep learning model like pvnet or pvn3d or others that provide 6 dof to detect and track the object to provide guidance to the work to complete the assembly. The guidance like to be an arrow marker or message show virtually in real time pose estimation or using the Hololense. This is not a commercial work, it’s for my study and my background is mechanical, that’s why I face some difficulties to make a modification on the models. My objective is to study the Augmented Reality AR to assist the workers in the assembly process. So, the model can provide the guidance to the user on the direction of the piece1 to assembly it with main body. I have Hololens2, and later want use it to display the objects in real world and get the guidance that the model trained on. Like, I have a box and when wear the Hololens2 can show arrow marker on two corners or at the center and indicate the correct direction to make the assembly. So, my target is using these open and free model of 6 dof for pose estimation and tracking at the same time. The tracking is required because I have assembly process, so the direction is very important. In the last two weeks a new model published and for first time provide the pose and track in one location. I want to make a modification on it, to fit my purpose. NVlabs/FoundationPose: [CVPR 2024 Highlight] FoundationPose: Unified 6D Pose Estimation and Tracking of Novel Objects ([login to view URL]) I have my own dataset, generated with CAD design for it. For the time being, use the public dataset to test the modified model, and later I can use my own custom dataset. Key Requirements: - The primary application of this system will be to assist in the assembly process of various objects. Thus, it's important that it can accurately track and estimate the pose of different components. - The system should provide clear and precise step-by-step instructions that can help guide users through the assembly process. Ideal Candidate: - Someone with a strong background in machine learning and computer vision would be best suited for this project. - Experience in developing similar systems for industrial or assembly line applications would be highly beneficial. - Good communication skills to understand the nuances of different assembly processes and to create user-friendly instructions.
Proje No: 37986675

Proje hakkında

62 teklif
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Son aktiviteden bu yana geçen zaman 6 gün önce

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62 freelancer bu proje için ortalama $460 USD teklif veriyor
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As a seasoned Full stack developer with a strong coding background, I understand the significance of clear and precise step-by-step instructions that accurately track and estimate pose in real-time. My 7 years of experience coding useful scripts and working on web automation give me the necessary skills in machine learning and computer vision to fully engage with your project idea. Having worked with top companies like Metlife GOSC and DXC technologies, I have successfully created a range of assembly line applications using similar approaches. I am well-acquainted with deep learning models like pvnet and pvn3d you've mentioned, making me confident that I can meet your application needs seamlessly. Furthermore, my experience extends to working in AR assisted processes, which parallels your research area by providing adjunct guidance through 6 dof tracking. My focus is not just on timely project delivery but also on its quality. Thus you can count on me to not only develop an accurate pose estimation system but also diligently test its performance in real-world scenarios ensuring it seamlessly communicates clear instructions.
$500 USD 7 gün içinde
4,9 (122 değerlendirme)
7,1
7,1
Kullanıcı Avatarı
Hi, I hope you are doing fine. I have almost 10 years of experience in machine learning algorithms. I can implement various types of artificial intelligence algorithms including yours with Matlab, Python and etc. I have PhD from Tohoku University and have several journal publications on the subjects. You can see portfolio for my previous projects. I read about your project and am interested in working with you. Please send me a message so that we can discuss more. Best regards.
$700 USD 7 gün içinde
5,0 (45 değerlendirme)
6,8
6,8
Kullanıcı Avatarı
I can do it. As 9+ years experiences in these field. I can give good quality work. I have read the guidelines of your work.I believe that i can provide you the best quality works you are anticipating from this platform give me a chance to show you the best i can do at your service.
$700 USD 3 gün içinde
4,4 (52 değerlendirme)
5,5
5,5
Kullanıcı Avatarı
With a strong background in machine learning and computer vision encompassing skills in C programming, Python, and coding, I'm well-equipped to meet the complex demands of your project. Having previously developed similar systems for industrial purposes, I deeply understand the nuances of assembly processes and how to create user-friendly instructions. In addition to my technical abilities, my effective communication aptitude will facilitate a seamless understanding of the project's objectives and ensure that the system meets your expectations flawlessly. My proficiency in project management will enable me to carry out this task efficiently, managing timeframes and resources effectively. As an experienced problem-solver and an adept strategist with a passion for driving results, you can count on me to deliver a machine learning-based pose estimation system that optimally aids in assembling different objects. Moreover, my skill in data analysis aligns harmoniously with the documentation aspect of this project. I can impeccably collect, clean, analyze, and create visualizations of data from the assembled materials during operation for future improvements or analytics — completing an all-rounded counsel to enhance efficiency throughout. Overall, choosing me for this task will assure you of a well-executed job that combines reliability, accuracy
$500 USD 7 gün içinde
3,8 (16 değerlendirme)
5,9
5,9
Kullanıcı Avatarı
Hi. Thanks for your posting. I have just read your proposal and I am sure I can complete the project on time. I am an expert in ML/DL who has many years of experiences in pose estimation. Please contact me to discuss the project in more details. Waiting for your contact now... Thanks. Best Regards.
$250 USD 5 gün içinde
4,7 (8 değerlendirme)
4,7
4,7
Kullanıcı Avatarı
Hello, I am a researcher and trainer in computer vision, machine and deep learning having PhD in Computer Science with 25+ years of experience. I have worked on several research projects in these domains with few research publications as well. I have strong theoretical knowledge with hands-on experience in AI/ML, Computer Vision, python, OpenCV, Tensorflow, PyTorch, MATLAB etc. I do possess state-of-art knowledge of computer vision topics including image and video processing, image enhancement, image classification, object detection, object recognition, image segmentation, image measurements etc. along with deep learning techniques. I found your project very challenging and I believe that I can provide you the expected results. Hope to have further discussions in this regard to know more. Thanks.
$728 USD 20 gün içinde
5,0 (3 değerlendirme)
4,2
4,2
Kullanıcı Avatarı
Hi, Ali A.! I have worked with similar projects so that I can provide you with a satisfied result. So I will share you my previous work similar with your project via chatting. Having confirmed the job posting "Machine Learning for Pose Estimation", I truly feel that you're looking for ambitious, creative and nice people who are expert in Machine Learning (ML), Coding, C Programming, Computer Vision and Python. I am fully available to get started on your project immediately and you will find it interesting to discuss the project details. Regards Nina.
$400 USD 5 gün içinde
5,0 (1 değerlendirme)
3,2
3,2
Kullanıcı Avatarı
⭐ Hi, My availability is immediate. I read your project post on ML/Python Developer. We are experienced full-stack Python developers with skill sets in - Python, Django, Flask, FastAPI, Jupyter Notebook, Selenium, Data Visualization - Web App Development, Data Science, Web/API Scrapping, Machine Learning, AI - API Development, Authentication, Authorization - SQlAlchemy, PostegresDB, MySQL, SQLite, SQLServer, Datasets - Web hosting, Docker, Azure, AWS, Digital Ocean, GoDaddy, Web Hosting - ML Algorithms: linear regression, logistic regression, decision trees, random forests, neural networks, etc - Python Libraries: NumPy, pandas, scikit-learn, tensorflow, etc. Please send a message So we can quickly discuss your project and proceed further. I am looking forward to hearing from you. Thanks
$740 USD 10 gün içinde
4,3 (13 değerlendirme)
3,9
3,9
Kullanıcı Avatarı
I am an experienced developer with experience in computer vision. I am interested in this project. Shoot me a message to discuss this further. Looking forward to working with you.
$500 USD 7 gün içinde
5,0 (1 değerlendirme)
3,2
3,2
Kullanıcı Avatarı
hello Ali A. After checking the job posting Machine Learning for Pose Estimation, I felt that your project was similar to one I had worked on before. I have undertaken similar projects to ensure I can provide you with satisfactory results. I can start your project right away and you would be interested in discussing the project details. Thank you for taking the time to review our letter. I look forward to hearing from you regarding further steps. thank you Paulo
$300 USD 7 gün içinde
5,0 (1 değerlendirme)
2,6
2,6
Kullanıcı Avatarı
With a background in data analysis and machine learning, I believe I have the unique skill set you're looking for in developing an effective machine learning-based pose estimation system for your AR assisted assembly process. I am well-versed in Python and C programming languages, which form the foundation of my proficiency in ML. As a testament to this, I have developed an impressive portfolio where I've transformed raw data into actionable insights using SQL, Power BI and Power Query - skills that are directly transferable to this project. In addition, my familiarity with JavaScript and TypeScript will be advantageous as we build the system's web and mobile application components. Moreover, my experience in automation, which includes web scraping and developing chatbots, demonstrates my adaptability and ability to handle complex projects like yours. These skills enhance my offering as it indicates my comprehensive approach to providing holistic solutions that meet your needs. Ultimately, I'm excited about the prospect of combining my computer vision expertise with machine learning to seamlessly track and estimate poses for different components in real-time. My commitment to clearly communicating complex concepts aligns with your need for precise instructions throughout your assembly process. Let's partner together to bring this project from concept to reality!
$500 USD 7 gün içinde
5,0 (1 değerlendirme)
1,8
1,8
Kullanıcı Avatarı
Dear Ali A., I’ve read all of your requirements fully and I'm really interested in Machine Learning for Pose Estimation. I have rich experience in Python, Computer Vision, Machine Learning (ML), Coding and C Programming with over 9 years. I am always ready to discuss more detail this project with you and I can start working immediately. Looking forward to working with you soon. For the best result and a long term in the future. Regards, Mikael.
$250 USD 4 gün içinde
1,2 (2 değerlendirme)
3,4
3,4
Kullanıcı Avatarı
With my extensive experience in the world of full-stack development and machine learning, I am confident in my ability to tackle the complex task of developing a machine learning-based pose estimation system for your assembly process. My proficiency in languages like Python and C, as well as my previous work with Machine Learning (ML), lend me significant advantage and understanding of the deep learning models you mentioned -pvnet or pvn3d. Drawing from my wealth of knowledge in Javascript, PHP, Python, and various other programming languages, I have honed my skills on web apps, games and native apps domains, while maintaining a sharp focus on user experience. This aligns perfectly with your need for clear and precise step-by-step instructions for the assembly process that I can translate into friendly UI/UX. Lastly, having worked on AR/VR technologies including ARKit before will be an asset as we integrate AR functionality into the real time pose estimation system we're building together. If you choose me for this project, you are selecting a technically proficient, methodical developer who is passionate about delivering high-quality results that are tailored to your specific needs. Let's bring your vision to life!
$500 USD 7 gün içinde
4,2 (1 değerlendirme)
1,2
1,2
Kullanıcı Avatarı
Hello I’ve carefully checked your requirements and really interested in Machine Learning for Pose Estimation. I am confident for your project because I have skills of C Programming, Coding, Python, Machine Learning (ML) and Computer Vision. I’m ready to discuss your project and start immediately. Looking forward to hearing you back and discussing all details. Sincerely, Jacob.
$250 USD 3 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
Hi there! Thank you for the job posting! I've carefully read your job description "Machine Learning for Pose Estimation", and found out that this is the something I can do. Would you like to arrange a short call for more discussion? Thank you. David
$250 USD 7 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
Dear Client, Ali A. How are you? I’ve read all of your requirements carefully about Machine Learning for Pose Estimation and really interested in this job and I found my skills relevant to your project. I won't bother you with a long story as I know you have lots of proposals to read to look for an appropriate candidate. To be honest, I possess all the skills and experience that you are looking for. If you are interested in my skills, please let me know here. I can start working right now and hope to establish a long term working relationship with you in the future. Would it be possible for us to engage in a more in-depth conversation about your project through a chat or short interview? Eagerly anticipate your response.
$350 USD 5 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
Hi there! I can do your Machine Learning for Pose Estimation job accurately. My experience with Python, Computer Vision, Coding, C Programming and Machine Learning (ML) makes me the right person to help you complete this project. I am available to start immediately upon your approval. Message me for further discussions on this project. Thank you Ali A. for your consideration. Regards Carolyne
$560 USD 2 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
Hello Ali A., This is Luis Hope you are doing well. I'm very interested in your project since I'm very confident in Computer Vision, C Programming, Python, Coding and Machine Learning (ML). As a experienced developer, I can start working right away and will complete your project perfectly. Could we discuss your project in more detail? Sincerely...
$500 USD 4 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
Dear Ali A. I am writing to express my interest in the desktop application development project "Machine Learning for Pose Estimation" you have available. With extensive experience in C# programming and desktop application development, I am confident in my ability to deliver high-quality and user-friendly applications tailored to your specifications. I have a proven track record of successfully completing projects on time and within budget, and I am dedicated to providing innovative solutions that meet the needs of your users. Thank you for considering my application. I am eager to discuss how my skills and experience align with your project requirements. Best regards, Mark
$585 USD 2 gün içinde
0,0 (0 değerlendirme)
0,0
0,0
Kullanıcı Avatarı
Hi, there! Having confirmed the job posting, it seems like you might be looking for a senior developer for your project - Machine Learning for Pose Estimation. I have worked with similar projects so that I can provide you with a satisfied result. This project really caught my attention because I have been working in this specific industry for 10 years now, and have not only gained experience or knowledge but, I have got the answer to the main problem which many clients face which is communication and I can assure that you will be satisfied and updated throughout the process, if we move forward. Can't wait to have you on chat with me, and to get started with this project. Regards
$555 USD 5 gün içinde
0,0 (0 değerlendirme)
0,0
0,0

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   CHINA bayrağı
Kowloon City, China
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Nis 12, 2024 tarihinden bu yana üye

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