You will get Crop Discrimination using Machine Learning & Google Earth Engine
Project details
I led the development of a sophisticated framework for crop identification using machine learning and Google Earth Engine. This framework optimizes spectral analysis methods and machine learning algorithms to achieve highly accurate crop classification. We conducted in-depth assessments of various feature selection techniques to understand their impact on discrimination accuracy. Additionally, we validated the framework's robustness and reliability through comparisons with real-world data, including ground truth information and field surveys. This comprehensive approach ensures the framework delivers precise and dependable results.
Machine Learning Tools
Microsoft Excel, MLflow, Python, Python Scikit-Learn, scikit-learnWhat's included
| Service Tiers |
Starter
$50
|
Standard
$100
|
Advanced
$200
|
|---|---|---|---|
| Delivery Time | 5 days | 3 days | 1 day |
Number of Revisions | 3 | 9 | Unlimited |
Model Validation/Testing | |||
Model Documentation | |||
Data Source Connectivity | |||
Source Code | - |
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Fast Delivery
+$70 - $150About Darshan
Senior Data Science & AI Expert | ML, DL, NLP | 5+ Years
Ahmedabad, India - 11:50 pm local time
My technical expertise includes Python, SQL, Pandas, NumPy, Scikit-learn, TensorFlow, PyTorch, Keras, Hugging Face Transformers, LangChain, LangGraph, LlamaIndex, OpenCV, NLTK, FastAPI, Streamlit, Power BI, Tableau, and Excel. I build scalable machine learning models, intelligent AI agents, LLM-powered applications, interactive dashboards, and production-ready solutions tailored to business needs.
I focus on delivering clean, scalable, and high-quality solutions with clear communication, reliable project management, and on-time delivery. Whether you need predictive analytics, custom AI applications, intelligent automation, or complete end-to-end data science solutions, I am committed to delivering results that create real business value.
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Delivery time starts when Darshan receives requirements from you.
Darshan works on your project following the steps below.
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