OCR & Object Detection Model Training to deploy to a docker image

Hello uconcreative, I'm a proficient machine learning engineer with extensive experience in computer vision and OCR. I have a strong background in creating annotated datasets, training models for object detection and text recognition, and deploying them in docker containers. I'm confident in assisting you in creating and training an OCR and object detection model that can detect both text and specific tools in images from live camera feeds as well as process live video streams. My experience with dataset creation, model training, and deployment aligns perfectly with your project requirements. I'd be happy to assist you in delivering the following: - A trained OCR and object detection model - A docker image for easy deployment - A training pipeline using a cloud/on-premise platform (e.g., Hugging Face) - Code modifications for a Python application My expertise will ensure that your model is efficient, accurate, and scalable for industrial automation settings. I'm excited to collaborate with you on this project. Best regards, Kc

As an experienced data scientist with over 14 years in the field, including extensive work in machine learning and computer vision, I am confident I have the skills and experience you're seeking to execute this OCR and object detection project. In particular, I provide expertise in Python and multiple machine-learning frameworks, including PyTorch and TensorFlow. My work also includes strong knowledge of OpenCV, which is key to object detection tasks like yours. An important part of this project is creating annotated datasets for training the model. Over the years, I have amassed invaluable experience in precisely this area, making data manipulation and analysis second nature to me. This extends to using Tesseract OCR successfully to process live text from images, very similar to what's required here. Completing the process would entail containership which again fortifies my suitability given my Docker competence. As regards deliverables, as part of my offer, I will produce a fully functional docker image for efficient model deployment along with a comprehensive training pipeline that embraces both on-cloud or on-premise platforms. With me on your team, rest assured that sophisticated a solution trumps any form of hitches on site (HD/Non-HD video feed) and you gain peace of mind knowing that you have a reliable expert adding immense value to your business process automation setup!

Hi there I am an experienced machine learning and computer vision expert with a strong background in OCR and object detection. I have previous experience in creating annotated datasets, training models, and deploying them in docker containers. I am proficient in Python and have the necessary skills to deliver the required docker image, training pipeline, and code modifications for the project. I am excited to work on this industrial automation project and help create a reliable OCR and object detection model for live camera images and video streams. Looking forward to discussing the tasklists further. Please go through my profile its 15 years old see the work I did over the years. ---> No Win No Fee means that your satisfaction is my utmost priority. <---- Lets discuss the job details. Moreover, I am willing to start the job and perform tasks without even being hired; it is just to show my commitment to this project. Looking forward to hear from you. Regards Shah

Hello, As a highly skilled machine learning developer with a solid background in computer vision and Python, I'm confident that I have the expertise to successfully complete your OCR and object detection model training project. During my decade-long career, I've undertaken numerous projects involving dataset creation, model training, and deployment - all of which are encompassed by your project requirements. My extensive knowledge in docker container deployment will further ensure a smooth integration of the trained model into a docker image. Working in industrial automation has provided me with the unique perspective needed to understand exactly what's required from an OCR and object detection model in such settings. This includes its ability to detect not just text but also specific tools – a key aspect of your project. Leveraging my experience, I will be able to create and annotate datasets effectively, train the model reliably, implement it on HF based platform and deliver a fully functional docker image. Finally, as an official Odoo partner, I have gained valuable experience collaborating on complex projects while maintaining client satisfaction at all times. I intend to bring this same level of commitment to your project, ensuring successful outcomes for you. Don't just hire an expert, hire an experienced professional - choose me for this project and let's leverage the power of OCR and object detection for efficient industrial automation! With Regards! Rekha

Hey there, I am a Machine Learning Engineer with over 5 years of experience specializing in OCR, object detection, and industrial automation. I can help create and annotate datasets, train a robust model for detecting text and specific tools, and deploy it seamlessly in a Docker container for live camera and video processing. My expertise includes TensorFlow, PyTorch, and Docker, with a track record of deploying similar solutions in industrial environments. Feel free to share the task list, and let’s bring your project to life efficiently. Regards,

Hi there, Good morning I am Talha. I have read you project details i saw you need help with Micropython, Linux, Python, Docker Compose and Machine Learning (ML) I am excited to submit my proposal for your project, which focuses on a comprehensive project plan. To begin, we will thoroughly understand your project's objectives and requirements, ensuring alignment on scope and goals. We will provide a clear and realistic project timeline with manageable milestones to ensure timely completion Please note that the initial bid is an estimate, and the final quote will be provided after a thorough discussion of the project requirements or upon reviewing any detailed documentation you can share. Could you please share any available detailed documentation? I'm also open to further discussions to explore specific aspects of the project. Thanks Regards. Talha Ramzan

Hey there, I am a machine learning and computer vision engineer with over 5 years of experience. I can assist in creating and training your OCR and object detection model, ensuring it accurately detects text and specific tools from live camera feeds and video streams. My expertise includes dataset annotation, OCR and object detection pipelines, and Docker container deployment. With experience in industrial automation projects, I can deliver a robust model, a training pipeline, and the necessary code modifications efficiently. Feel free to check my profile and contact me for more details. Regards,

Hello! I’m a skilled Software Engineer with extensive experience in machine learning and computer vision. I have worked on projects involving OCR (Optical Character Recognition) and object detection models, and I can help you create and train a model that can detect both text and specific tools in images from live camera feeds, as well as process live video streams effectively. Could you provide more details about the types of tools you want to detect, as well as any specific requirements for the OCR and video stream processing? Please check out my portfolio: https://www.freelancer.com/u/zainabsaleem13/portfolio/ Looking forward to your response! Best regards, Zainab Saleem

Hi! Pleased to meet you on this platform. I just read through the job details and can help you with this modeling task. Let's discuss more on chat about your requirements and budget. Warm Regards. Bc

Hi there, I am experienced in machine learning and computer vision, and I would be glad to assist you in creating and training an OCR and object detection model. I can help you with building annotated datasets, training the model to detect text and specific tools, and deploying it in a Docker container. I have prior experience with OCR, object detection, and dataset annotation, and I am familiar with implementing training pipelines on both cloud and on-premise platforms. I will ensure the model works efficiently in industrial automation settings and provide you with the necessary Docker image, training pipeline, and code modifications for your Python app. Best Regards, Muhammad Arshad

With over 5 years of experience in machine learning and computer vision, I am well-equipped to assist you in developing a robust OCR and object detection model. My expertise includes creating and annotating datasets, training models specifically for industrial applications, and deploying them effectively in Docker containers. Additionally, I am proficient in handling live video streams and integrating machine learning solutions within an industrial automation context. I am confident that I can contribute significantly to your project. Let's discuss how I can align with your task list to achieve your objectives effectively.

As an experienced and 1000 character AI engineer specializing in machine learning and computer vision, I bring a significant skillset to the table for your OCR & Object Detection Model project. My genres of expertise align perfectly with the tasks required. Having developed various cutting-edge solutions, I have a deep understanding not just of the technology itself but also the different contexts it is applicable to. In fact, industrial automation settings is an area where I've previously engaged with similar projects effectively; as a result, I have gained practical insights that would enable me to comprehensively address your specific needs. One aspect that is crucial to this project is the creation of annotated datasets for accurate model training. Drawing from my wealth of experience, I am adept at designing and building such datasets that meet exacting standards, ensuring optimal training and robust applications. Further augmenting my capabilities are my software engineering skills: with proficiency in languages such as HTML, CSS, JavaScript and frameworks like React, Node.js, Python, I can easily handle code modifications for a python application as well as deploying your solution into a Docker container ensuring scalability and maintainable code.

I have over the years acquired hands-on experience in Linux, machine learning (ML), and Python. I employ robust, advanced Python libraries like OpenCV and Tensorflow to execute computer vision tasks such as OCR and object detection --essential for your intended industrial automation settings. Furthermore, my ability to effectively leverage existing ML tools also ensures a cost-effective approach to our project. Regarding your annotated datasets, my skills reflect not only massive grasp on dataset creation but also its correlation with training efficiency. I am well-versed in deploying containers on Docker and I ensure clean, modular coding practices that are scalable for most future projects. Data science, to me, is more than just evaluation; it's about promoting actionable insights. With skills in user-centred design and API integration, I will create a powerful yet user-friendly system for you. Combining my excellent problem-solving techniques with the skills listed above, I assure swift delivery of a production-ready OCR & Object Detection Model trained on your desired live video feed requirements!

Hey there, uconcreative! I specialize in bringing machine learning and computer vision projects to life. Let's chat so I can show you some samples of my previous work. I can assist in creating annotated datasets, training the model for text and tool detection, and deploying it in a docker container. With expertise in OCR, object detection, dataset creation, and docker deployment, I'm the perfect fit for your industrial automation project. Let's create something amazing together!

Hello uconcreative, We went through your project description and it seems like our team is a great fit for this job. We are an expert team which have many years of experience on Python, Linux, Machine Learning (ML), Docker Compose, Micropython Please come over chat and discuss your requirement in a detailed way. Thank You

Greetings, I hope this proposal finds you in excellent health. Welcome to my profile, Home to Professional and Quality services with 100% customer satisfaction guarantee. I'm a Certified & Experienced Expert. Dear Client, I take this opportunity to inform you that i have KEENLY gone through your project, clearly understood all your project requirements as given in your project description and I confirm to you that i can perfectly deliver as instructed. Being in possession of all CLEARLY STATED required project skills as this is my area of professional specialization having completed all Certifications and developed adequate experience in the same area, I hereby humbly request you to consider my bid for Professional, Quality and Affordable services always. I guarantee and assure you that with me you will receive; *AFFORDABLE & QUALITY SERVICES *STRICT TIMELY DELIVERY & UNLIMITED REVISIONS. Kindly Message Me We Discuss More About The Project and seal the contract. Welcome and Thank-you.

Hello, I suggest developing and training an OCR and object detection model specifically designed for industrial automation environments. Initially, I will help in generating an annotated dataset by gathering and tagging images of text and particular tools from real-time camera feeds. This information will be essential for developing a successful model. As soon as the dataset is prepared, I will train the model employing cutting-edge methods in machine learning and computer vision, using platforms such as Hugging Face for managing the dataset and utilizing cloud or on-premise resources for the training process. The system will be developed to identify text and particular tools within live video feeds, guaranteeing precision and effectiveness. Once training is completed successfully, I will deploy the model in a Docker container to facilitate deployment and guarantee compatibility across different systems. The ultimate outputs will consist of a fully operational Docker image, a training pipeline, and essential code adjustments to incorporate the model into a Python application. During the project, I will facilitate effective collaboration and communication to fulfill your expectations. Regards, Muhammad Iqbal

Hello Dear! I am an experienced machine learning and computer vision specialist with a strong background in OCR and object detection. I have recently completed a similar project involving text and object detection from images and live video streams, making me confident in delivering this task efficiently. I can assist with creating annotated datasets, training the model, and deploying it in a Docker container. With expertise in Python, dataset annotation, and Docker deployment, I can ensure a streamlined process and quick turnaround time. Let me help you achieve a robust and reliable solution tailored to your industrial automation needs. Best Regards Rahim Baig

worked in industrial automation. worked in making custom ocr model. great understanding of object detection