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Satellite Imagery Geo-Analysis -- 2

$30-250 USD

Closed
Posted 11 days ago

$30-250 USD

Paid on delivery
Here's a paraphrase of the summaries for the tasks: **Extracting data from images (Task 1a):** * You'll need to add a new function to existing code that can grab specific values from images stored on Google Earth Engine (GEE). * These values, representing features of the land, will be used to train a machine learning model later. **Creating a new feature (Task 1b):** * You'll write some new code to define a new feature based on existing data (called NDVI). * This involves creating a new class that inherits from existing ones to handle this specific feature extraction. **Training machine learning models (Task 2a):** * Using all the features you extracted in Task 1, you'll train different machine learning models for a client. * The client has collected soil samples, and you can potentially combine their data with yours to improve the model's accuracy for their specific property. **Evaluating model accuracy (Task 2b):** * You'll need to assess how well the models you trained in Task 2a perform on the client's data. * This involves choosing appropriate metrics to measure accuracy and comparing the different approaches you used. * Based on the results, you'll decide which model performed best for the client's property. * This information will be crucial when communicating with the client in the next task.
Project ID: 38087234

About the project

24 proposals
Remote project
Active 10 days ago

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24 freelancers are bidding on average $121 USD for this job
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>>> السلام عليكم <<< I'm sure that I can do this job. I'm artificial intelligence engineer experienced in Feature Engineering, Computer Vision, Data Science, Machine/Deep Learning using Python. I have accomplished many projects like yours, Also I will arrange with you to have a session to provide full illustration for you. Feel free to contact me for further details because I am looking forward working with you. Thanks
$300 USD in 5 days
4.9 (49 reviews)
5.9
5.9
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Hello, How are you? I have 6+ years experience in Machine Learning, Deep Learning and NLP. I can assist you with this project and deliver it as soon as possible. Please leave a message through chat so that we can discuss the details of the project.
$140 USD in 15 days
4.9 (24 reviews)
6.0
6.0
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Hello , Sir/ Mam I have checked Requirements As a seasoned developer with a wealth of Experience I'm confident I can bring your virtual reality project to life. My track record as demonstrated in my 100% job completion and 5-star review rating showcases My ability to deliver exceptional results on time and with utmost quality I believe that my skill set makes me the ideal candidate for this project Please come on chat we will discuss more about this I will be waiting for your reply . Thank you !
$140 USD in 2 days
5.0 (27 reviews)
5.0
5.0
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Hi... Nice to meet you. I am a data science with ML/DL using PYTHON and Matlab. I am working more than 5 years in this field. I have finished similar many this projects before. So i am sure for your task and i can finish your task perfectly. Please discuss your project more. Thanks.
$100 USD in 1 day
4.8 (16 reviews)
5.3
5.3
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✅ Python Expert Here! ✅ Hi, How are u? I am very interested with your task now. I have checked your proposal carefully. I can complete your task perfectly in time. Please contact me and let's start your task right now. Thank you & Best regards!
$100 USD in 2 days
5.0 (15 reviews)
4.4
4.4
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Hi Fabian V., How are you doing? As a professional developer with expertise in Statistical Analysis, Machine Learning (ML), Data Mining, Python and Data Science, I eagerly anticipate the opportunity to complete this project for you. Please drop me a message to discuss the project detail. Thank you for considering my services.
$50 USD in 4 days
5.0 (3 reviews)
3.9
3.9
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Hello, I will deliver quality work at a friendly budget. I have honed my skills in Python, Data Science, Statistical Analysis, Machine Learning (ML) and Data Mining and am confident in delivering top-quality work. If you could kindly message me, we can discuss and get started soon. Many thanks Wilfred
$155 USD in 1 day
5.0 (2 reviews)
3.7
3.7
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⭐ Hi, My availability is immediate. I read your project post on 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
$245 USD in 3 days
4.3 (14 reviews)
4.1
4.1
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As an experienced developer fluent in Python, among other things, I believe I have the necessary skills to handle the different tasks involved in your project. My expertise is not just limited to Python; I am well-versed with various frameworks such as Django and machine learning libraries that can help me accomplish the goals of Task 1 and Task 2 effectively and efficiently. Furthermore, my understanding of Google Earth Engine and its applications have allowed me to work with satellite imagery extensively in my previous projects. In addition tomy technical capabilities, I also highly value client satisfaction which aligns well with your focus on meeting the client's expectations. For your unique project, I will be committed to using all the extracted features from the lands intelligently and judiciously while training the machine learning models. Furthermore, incorporating soil samples from your clients' data would be a seamless task for me as I've previously integrated multiple data sources for accurate analysis purposes. Lastly, communication is a crucial element for a successful project and beyond. Alongside evaluating model accuracy for Task 2b, my aim is not just picking the most performing model but being able to explain complex concepts simply to clients like yourself. This process will ensure confidence and trust in our work as well as open channels for effective collaboration. Let's take this project forward together and achieve your desired results!
$30 USD in 7 days
3.7 (9 reviews)
4.7
4.7
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Hello there,, I have reviewed your requirements and I'm confident that my experience and skills align perfectly with what you're looking for. I'm confident my skills are perfect for the job! As an accomplished AI expert with a strong proficiency in python programming and data processing, I feel confident that I can complete your project brilliantly within the given timeline. My 10+ years of professional experience have equipped me with in-depth knowledge and expertise in various fields of artificial intelligence, especially computer vision, machine learning, deep learning, and image processing -- all of which could greatly benefit your project. Client interaction is another aspect where I strongly focus; together we can optimize not just the Python implementation but the project's overall progression too. Having said that, let's discuss this further and embark on a project journey that exceeds your expectations! Best Regrads.....
$30 USD in 1 day
5.0 (7 reviews)
3.3
3.3
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As an accomplished Data Scientist with over 3 years of experience under my belt, I believe I have the expertise and skills to excel at your Satellite Imagery Geo-Analysis project. My AI journey has allowed me to gain robust proficiency in various AI fields like Computer Vision, NLP, Deep Learning, and most importantly, Machine Learning which is paramount for the tasks you have listed. Throughout my career, I've successfully worked on projects that demanded tasks similar to yours. I have deep knowledge of Google Earth Engine (GEE), feature extraction from satellite images, machine learning model training, and algorithm-based model evaluation. Your unique task of integrating client data with mine for accurate soil sample analysis perfectly aligns with the abilities I’ve honed over time. Moreover, I've developed a penchant for precision and dedication in all my projects ensuring that high standards are met effortlessly. With me onboard, your task will be approached with astute details; appropriate metrics will be chosen to evaluate models, and a clear comparison made between different approaches before recommending the best way forward. Factor in my ability to adeptly design new features/classes as needed for optimized feature extraction and I'm confident in delivering a winning solution to your geo-analysis project. Let's achieve remarkable!
$150 USD in 2 days
5.0 (8 reviews)
2.8
2.8
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With over a decade of collective work experience in the realm of Artificial Intelligence and Machine Learning, I am Shahawar, an AI expert ready to bring my skills to bear on your Geo-analysis project. My deep competence in technologies indispensable to this task, such as TensorFlow, PyTorch, OpenCV and Google Cloud, equips me with the proficiency your project mandates. Notably, I have hands-on experience working with satellite imagery and analyzing data extracted from it using Python. As a full-stack developer, I can navigate your specified tasks (Task 1a, 1b, 2a and 2b) accompanied by a keen understanding of effective data modeling. Also, having dabbled in Soil Science before my foray into AI, I bring a unique perspective to Task 2a where I can intelligently incorporate and synergize your soil samples with my extracted data. Ultimately, what sets me apart is not just proficiency in handling the technical aspects of your project but a holistic understanding of the end result you desire. I believe that's key; from adopting appropriate metric selection to identifying which model would best serve the client's property based on the evaluation result obtained in Task 2b.
$140 USD in 7 days
4.8 (8 reviews)
2.8
2.8
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Affordable, Early Delivery. ★★★★★★★★★★★★★★I hold a Masters degree which gives me the requisite background to handle writing from various subjects. I am a highly committed person towards my work. You can rely on QualityXenter for quality and consistency in writing. We never violate copyright rules. I have vast amount of experience in this industry since I am working from 2015 as a professional writer. I provide many modifications till to get your satisfactions. I have access to enough journals to use in your research project. I always produce quality work at VERY LOW RATES so, don't worry if you have a low budget for your work, I will be very happy to make a new client like you. I am producing quality work for my clients including ARTICLE WRITING, REPORT WRITING, ESSAY WRITING, RESEARCH PAPERS, BUSINESS PLAN, TECHNICAL WRITING, MATLAB, THESIS, ACCOUNTING & FINANCE work ETC. Go through my profile link https://www.freelancer.com/u/qualityxenter
$30 USD in 1 day
5.0 (3 reviews)
2.7
2.7
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❤️ Hi Fabian V. ❤️ With a robust skill set in Python programming, coupled with a passion for problem-solving and innovation, I am confident in Statistical Analysis, Data Science, Python, Data Mining and Machine Learning (ML) Here's why I believe I am the perfect fit for the position: 1. Expertise in Python: I have honed my skills in Python through years of hands-on experience and dedicated learning. From scripting and automation to web development and data analysis, Python is my go-to language for a wide range of projects. 2. Versatility and Adaptability: Whether it's developing scalable web applications using Django, crafting elegant scripts for automation tasks, or diving deep into data analysis with libraries like pandas and NumPy, I thrive in diverse Python environments. 3. Problem-Solving Mindset: I approach challenges with a problem-solving mindset, leveraging Python's flexibility and extensive ecosystem of libraries to devise efficient and elegant solutions. From debugging complex code to optimizing algorithms, I am committed to delivering high-quality results. I am excited about the opportunity to bring my expertise in Python to your team and contribute to your organization's success. Thank you for considering my application. Feel free to knock on me and let's discuss more.
$155 USD in 4 days
3.2 (1 review)
2.6
2.6
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Having spent over 8 years as a FullStack Developer with proficiency in Python, I bring irreplaceable technical and project management skills to the table which directly align with your needs. I have a proven track record of integrating machine learning algorithms effectively into various software applications. With this expertise, I can confidently tackle all four tasks of your project with precision and dexterity. Drawing upon my vast experience, particularly with clean code principles and working across different platforms like Google Earth Engine, I will adeptly handle Task 1a – extracting data from images by enhancing your code. For Task 1b, using my well-honed coding skills, especially in Python and classification, I will duly define and implement your new feature (NDVI). My meticulousness will ensure increased resiliency in handling vast swaths of data during these crucial steps. In Tasks 2a-b, my ML model training acumen combined with firm knowledge of statistical analysis will prove invaluable to ascertain the best practices for the client's property analysis. Overall, I embrace a results-oriented approach, conscious of delivering insights that are not only accurate but also comprehensible for effective communication with the client. Let's team up and improve the accuracy of your satellite-based analysis!
$140 USD in 7 days
5.0 (1 review)
1.8
1.8
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Hello, Fabian V. Your post for the "Satellite Imagery Geo-Analysis -- 2" stood out to me because it is extremely similar to the work I’ve provided for many of my other clients. I am especially skilled in technologies such as Python, Machine Learning (ML), Data Science, Data Mining and Statistical Analysis and many other technologies and frameworks. By the way, I am very interested in long-term cooperation and I am ready to work full-time. I can start work as soon as possible. I would be happy to discuss your project needs and how I can help you meet them. I look forward to talking to you! Best Regards, David Louka
$30 USD in 2 days
0.0 (0 reviews)
0.0
0.0
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Hello, With 7 years of experience in web and mobile solutions and a proven track record of over 50 successful projects, I am well-prepared to address the tasks outlined. For Task 1a, I will enhance the existing code to extract specific land features from images on Google Earth Engine, crucial for training a machine learning model. Task 1b involves creating a new feature based on the NDVI data, requiring the development of a specialized class to handle this extraction seamlessly. Moving to Task 2a, I will utilize the extracted features to train diverse machine learning models for the client, potentially enhancing accuracy by incorporating their soil sample data. In Task 2b, I will evaluate model performance using appropriate metrics, comparing approaches to identify the most effective model for the client's property. My extensive experience in web and mobile development, coupled with expertise in handling data and implementing machine learning solutions, positions me well to deliver efficient and tailored solutions for these tasks. If you like my idea let's chat, Looking forward to work with you, Regards, Vipul
$50 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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With a background in data analysis and over 7 years of experience, I've honed my skills to effectively handle the demands of your project. Assembling code snippets, extracting valuable information, and creating innovative new features? These are tasks SCIENCE for me! I am well-acquainted with Google Earth Engine and my competency with Python allows me to efficiently navigate the machine learning aspect of this project. However, it's not just technical skills that set me apart but also my zeal to deliver quality, unique work. Having contributed to a variety of projects requiring significant research like yours, I’m confident in my ability to streamline these complex tasks and deliver results beyond your expectations – on time! Furthermore, my expertise in statistical analysis enhances my ability to evaluate model accuracy using appropriate metrics. Combining your data with client-provided soil samples, I'll provide you with informed advice on which model best suits their specific property requirements. Mutual respect, excellent results, and maintaining high standards are the cornerstones of my work ethics- let’s create something incredible together!
$140 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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Hi I've just read your job post carefully. I have expertise in AI and data engineer. In my previous work, I've developed ML models for OCR, image analysis, and face recognition. They have high accuracy. I want to discuss the project with you in more detail. Feel free to contact me Best regards Marinko
$140 USD in 7 days
0.0 (0 reviews)
0.0
0.0
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<<< السلام عليكم >>> I'm sure that I can do this job. I'm artificial intelligence engineer with more than 9 years of experience in Data Science, Machine/Deep Learning using Python Programming. Feel free to contact me for further details because I am looking forward working with you. Thanks
$100 USD in 3 days
0.0 (0 reviews)
0.0
0.0

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Flag of SAUDI ARABIA
At Tuwal, Saudi Arabia
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