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Creation of a Dataset for Automatic Detection of Electrical Components in Residential Plans (YOLOv8 / Roboflow / Computer Vision) ElectraPlan AI is an artificial intelligence system designed to analyze construction blueprints and technical documentation (in PDF or image format) to automatically generate a complete list of electrical materials required for residential or commercial buildings.
Proje No: 40063753
27 teklifler
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Hi there, I am A.R.M. MASUD, with a strong Data Science background. As a Python developer, I have extensive experience building robust, scalable, and efficient solutions that address various business needs. I understand the importance of delivering high-quality, well-architected code, and I am committed to working closely with you to ensure the project's success. I implement core functionality using Python, utilizing relevant libraries and frameworks such as Pandas, NumPy, GUI, SciPy, Matplotlib, Seaborn, Plotly, Scikit-learn, TensorFlow, Keras, PyTorch, spaCy, Flask, Django, FastAPI, OpenCV, and Jupyter. I am a professional responsible for extracting actionable insights and knowledge from large volumes of data using machine learning models, including CNNs, RNNs, LSTMs, GANs, Transformers, FNNs, ANNs, and DNNs. I conduct comprehensive unit, integration, and performance testing to ensure the solution is error-free and optimized. https://www.freelancer.com/u/MZITSERVICES I appreciate the opportunity to submit this proposal and am excited about the possibility of working with you to bring your project to life. Thanks A.R.M MASUD
$30 USD 7 gün içinde
4,1
4,1
27 freelancer bu proje için ortalama $112 USD teklif veriyor

Hello there, ElectraPlan AI sounds like a groundbreaking solution for automating the detection of electrical components in residential plans. With my expertise in Computer Vision, Data Processing, and Deep Learning, I am confident in creating a comprehensive dataset tailored for precise detection using YOLOv8 and Roboflow. This dataset will streamline the analysis of blueprints and technical documentation, ensuring accurate identification of electrical materials. Let's collaborate to revolutionize the construction industry with cutting-edge AI technology. What are your expectations for the dataset creation process? How can we ensure that the dataset meets your specific requirements?
$30 USD 2 gün içinde
7,6
7,6

Hello, We are a leading American engineering team specializing in cutting-edge technology and innovative solutions. Leveraging our expertise in Deep Learning, Data Management, and Computer Vision, we are prepared to create a comprehensive dataset for automatic detection of electrical components in residential plans using YOLOv8 and Roboflow. Our experience in analyzing construction blueprints and technical documentation sets us apart in accurately identifying electrical materials required for buildings. With a commitment to quality and precision, we aim to deliver a tailored dataset that meets your project's unique demands. Let's revolutionize the future of construction together!
$30 USD 3 gün içinde
6,6
6,6

Hello Sir, I am excited about the opportunity to work on the Creation of a Dataset for Automatic Detection of Electrical Components in Residential Plans project. With my expertise in AutoCAD, Deep Learning, and Computer Vision, I am confident in delivering accurate results. By leveraging my skills in data processing and management, I will create a comprehensive dataset using YOLOv8 and Roboflow to automate the detection of electrical components in construction blueprints. Let's streamline the electrical material identification process for ElectraPlan AI efficiently. What are your expectations for the project timeline and communication preferences? Warm Regards, LandMark Engineering
$100 USD 2 gün içinde
5,5
5,5

Welcome, looking into your Creation of a Dataset for Automatic Detection of Electrical Components in Residential Plans P2 Hope you are doing well! It will be my great pleasure to work on your project. I can do your project as per your need, because I already worked on similar projects in past. I have awesome expertise over designing and a well established 5 star profile with many kind- hearted reviews. Please have a look in to my profile from this link https://www.freelancer.com/u/GraficxDesigner?w=f&ngsw-bypass= you just need to contact me for best upshot. Best Regards, 3D & Graphics
$101 USD 1 gün içinde
5,3
5,3

As an accomplished Full-Stack Developer, I am equipped with a breadth of skills and ten years of experience to transform your project from mere plans to an AI masterpiece. Throughout my career, I have excelled in projects involving Machine Learning, Deep Learning, and Computer Vision, making me the perfect candidate for this endeavor. My knowledge in these fields extends greatly and includes image processing, object detection tracking, and of course, electrical component recognition - all vital in fulfilling the deliverables of this project. Using Python, Matlab, and C++, I assure you of not only high-quality work but promptness as well. In fact, my proficiency in these areas has allowed me to maintain a perfect job completion rate and always deliver on time. Lastly, being customer-focused is at the core of my work philosophy. I chew over your needs with utmost diligence and offer services aligning with them. With me on board, your project's data collection aspects will be meticulously managed using Roboflow, YOLOv8 techniques or other useful tools; resulting in a dataset that perfectly caters to the objectives at hand. The future for the ElectraPlan AI system looks brilliantly efficient when collaborating with me!
$140 USD 2 gün içinde
4,7
4,7

Enthusiasm, expertise, and tireless dedication is what I bring to every project, and your dataset project is no exception. As a seasoned Full Stack Developer with over 6 years of extensive experience, I have honed my skills in precisely the areas relevant to your needs - Data Processing and Deep Learning. My deep understanding of Python, Machine Learning and my previous work with Java and C++ ensure I am equipped for the task at hand.
$140 USD 2 gün içinde
4,6
4,6

Hello, Creating a dataset for automatic detection of electrical components is vital for streamlining construction processes. With my experience in CAD and computer vision, I can develop a tailored dataset utilizing tools like YOLOv8 and Roboflow. Let’s improve accuracy in analyzing residential plans together. What specific features do you expect the dataset to include for optimal results? Thanks,
$40 USD 3 gün içinde
4,0
4,0

As an experienced developer with a passion for Artificial Intelligence and Computer Vision, I strongly believe that I am the right fit for your project. My wide range of technical skills including Java, Python, CAD/CAM and expertise in data management make me highly capable of creating a comprehensive and trainable dataset for your YOLOv8 model in Roboflow. I understand the value of accurate and organized data in the field of computer vision and will ensure that we develop a dataset together adhering to the highest standards. My familiarity with software such as Adobe Acrobat is especially relevant to this endeavor as we will be dealing with PDFs and image formats. This skill coupled with my attention to detail will facilitate effective analysis of construction blueprints and generate accurate electrical material lists for any residential or commercial buildings. A successful track record is another aspect you should consider when choosing a freelancer for such an important task. I have successfully executed multiple projects requiring image recognition, object detection, and AI models and have received positive feedback from clients. Ultimately, I am committed to delivering top-tier quality work on time, within budget, and to exceed your expectations at ElectraPlan AI.
$140 USD 5 gün içinde
2,8
2,8

Hello, have checked your your project "Creation of a Dataset for Automatic Detection of Electrical Components in Residential Plans P2" and red the description that "Creation of a Dataset for Automatic Detection of Electrical Components in Residential Plans (YOLOv8 ......" so on, i am interested in doing it. I am an expert artist with skills including Data Management, PDF, Engineering, Computer Vision, Deep Learning, Data Processing, CAD/CAM, AutoCAD and Adobe Acrobat. Years of experience and polished set of skills are the strengths of me. To have an idea about my experience, skills and previous client reviews, you can follow my profile link: https://www.freelancer.com/u/ArtisticQueens To proceed further on this project, lets discuss in message/chat .
$130 USD 3 gün içinde
2,8
2,8

Hello, how are you? I've reviewed the description carefully and I am sure I can deliver this task on time because I have rich experience. I understand that you need a dataset for the automatic detection of electrical components in residential plans using YOLOv8 and Roboflow. I have hands-on experience in computer vision and dataset creation, specifically tailored for similar applications. Here is my approach as follows: - I will collect and annotate a diverse set of residential plans, ensuring a comprehensive representation of electrical components. - I will utilize YOLOv8 to train the model on the annotated dataset, fine-tuning it for optimal accuracy in detecting various components. - Finally, I’ll validate the model’s performance and provide you with detailed documentation, so you can easily integrate it into ElectraPlan AI. I am ready to start immediately and can deliver the result fast. I'd love to discuss this in more detail and see how we can make your project a success! Best Regards.
$30 USD 7 gün içinde
0,0
0,0

Hi there! hope you are doing great weekend! I understand that you are seeking to create a dataset for the automatic detection of electrical components in residential plans using advanced AI technologies. With hands-on experience in engineering design, data management, and computer vision, I can effectively manage and process the necessary data from PDFs and images. The most crucial part of successfully completing this project is ensuring the dataset is comprehensive and accurately labeled, which will lay a solid foundation for the AI analysis. To achieve this, I recommend employing methods that incorporate structured data collection, image preprocessing, and using platforms like YOLOv8 and Roboflow for robust model training. I'm excited about the possibility of collaborating on this innovative project to deliver efficient results that meet your expectations! Thank you!
$200 USD 3 gün içinde
0,0
0,0

Hi, Awesome! I recently completed a project exactly like Creation of a Dataset for Automatic Detection of Electrical Components in Residential Plans P2, so I have strong experience with this type of work. I’d be happy to share my past results and show how I can help you. Thank you!
$30 USD 6 gün içinde
0,0
0,0

Hello, With over 15 years in full-stack development and a specialized focus on AI technologies, I have the skills and experience to excel at your project creating a dataset for automatic detection of electrical components in residential plans. My robust competencies in Computer Vision are tailored perfectly to the task at hand. I am well-versed in working with YOLOv8, Roboflow, and more widely in this domain which will only serve to enhance the quality and accuracy of your dataset. Having developed various meticulous systems including those that involve intensive data extraction and manipulation like yours, I understand the importance of clean architecture, code optimization, and the significance of delivering business value. Using this knowledge, I will not just complete your project but make it scalable, performant, and production-ready thereby ensuring it's prepared for all future needs. Moreover, my familiarity with various cloud platforms such as Azure and AWS along with my experience in CI/CD pipelines is an added advantage. This ensures that your dataset will be not just developed but also deployed efficiently on the desired cloud environment making it readily available for use throughout the organization. Together let's accelerate AI Thanks!
$130 USD 3 gün içinde
0,0
0,0

Hi Oliver, I am confident that I can implement the creation of a dataset for automatic detection of electrical components in residential plans using YOLOv8, Roboflow, and Computer Vision. With my expertise in Data Processing, CAD/CAM, AutoCAD, and Deep Learning, I will efficiently compile the dataset for ElecraPlan AI. I am ready to start working right away on this project. Looking forward to discussing further details. Best regards, David
$30 USD 6 gün içinde
0,0
0,0

Dear Client, How are you? I hope this proposal finds you well. I'M A CERTIFIED & EXPERIENCED EXPERT This is to inform you that I have KEENLY gone through your project description, CLEARLY understood all the project requirements as instructed in your project proposal and this is to let you know that I will perfectly deliver as desired. Being in possession of all stated required skills as this is my field of professional specialization having completed all certifications and developed adequate experience in the respective field, I hereby humbly request you to consider my bid for professional, quality and affordable services that meet all your requirements. I always guarantee timely delivery and unlimited revisions where necessary hence you are assured of utmost satisfaction when working with me. Please send me a message so that we can discuss more and seal the project. WELCOME.
$250 USD 1 gün içinde
0,0
0,0

Hi Oliver, I’m Robert, a Senior Full-Stack & AI Engineer with over 10 years of experience architecting and delivering SaaS platforms, automation systems, and intelligent applications, highlighting my top 3 strengths in AI integration, clean code practices, and cloud deployment. I developed and deployed a computer vision model for a construction project that successfully automated material detection from blueprints, reducing manual effort by over 50%. My extensive background in full-stack and AI engineering aligns perfectly with your goal of creating a dataset for automatic detection of electrical components. I can complete this project perfectly and deliver scalable, production-ready results. I am committed to clean architecture, structured documentation, CI/CD automation, and OWASP-based security practices. All AI models and pipelines follow strict data-privacy standards and performance validation metrics. Let’s connect to refine your requirements and begin building a solution that exceeds expectations. Could you provide more details about the types of electrical components that need to be included in the dataset?
$250 USD 14 gün içinde
0,0
0,0

Hi Oliver H., I understand that you are looking for a high-quality dataset for automatic detection of electrical components in residential plans using YOLOv8 and Roboflow. This is a vital step in enhancing the capabilities of your ElectraPlan AI system to accurately analyze blueprints and technical documents. With over 7 years of experience in Data Processing, Computer Vision, and related fields, I possess the skills required to deliver precise and effective datasets. My expertise in AutoCAD and PDF management will ensure that the generated dataset meets your requirements and facilitates a seamless integration with your AI solution. Check my portfolio to see my previous work: https://www.freelancer.com/u/KanzahAfaqAhmad I am excited about the opportunity to assist you with this project and contribute to the success of ElectraPlan AI. Thank you, Kanzah Afaq
$250 USD 7 gün içinde
0,0
0,0

As a seasoned developer with a strong background in machine learning, particularly in the realm of image recognition, I firmly believe that my proficiency and knowledge will bring great value to your project. The core objective of my career has always been to build applications that streamline processes and solve complex problems. With this dedication in mind, I have no doubt that ElectraPlan AI is the perfect fit for me. Having worked on projects encompassing diverse sectors and technologies like your project entails, I have honed my skills to deliver functional solutions efficiently. Notably, my command over languages such as Python (required for YOLOv8, Roboflow), along with my understanding of AutoCAD and data processing, makes me an ideal contender for your dataset creation task. Furthermore, my experience in constructing bespoke business applications based on unique client necessities affirms my ability to tailor and execute precisely as per your needs - ensuring utmost accuracy and effectiveness in the resultant dataset. Let's team up to harness the full potential of AI, enabling intelligent and swift automatic detection of electrical components in residential plans!
$140 USD 7 gün içinde
0,0
0,0

Hello, Greetings , Good morning! I am an expert engineer with skills including PDF, CAD/CAM, Engineering, Deep Learning, Data Management, AutoCAD, Computer Vision, Data Processing and Adobe Acrobat. Please contact me to discuss more about this project. Your Sincerely
$30 USD 5 gün içinde
0,0
0,0

We understand that the goal is to develop a quality dataset for automatic detection of electrical components in residential blueprints using YOLOv8 and Roboflow. Reliable identification is crucial for your ElectraPlan AI system to accurately generate material lists. Our team will collect, annotate, and validate a diverse range of blueprint samples, focusing on precise component labeling. We ensure compatibility with your computer vision workflow and deliver a robust dataset that accelerates AI training. You can view our previous work at this link: https://www.freelancer.com/u/Lsstudio1228 Let’s create something great together. LS STUDIO
$130 USD 5 gün içinde
0,0
0,0

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