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Name: parag gautam ramteke
Type: User
Bio: Product Manager
Name: parag gautam ramteke
Type: User
Bio: Product Manager
Agricultural datasets
Work related to the Airbus Ship Detection Challenge https://www.kaggle.com/c/airbus-ship-detection
FRCM Score is an intuitive and intelligent measure to assess the productivity of an agriculture field based on historical and current remote sensing data for that particular field.
Contain all the stuff in my blog
Yield Prediction and Variety Recommendations for Southern India
It employes Principal Component Analysis (PCA) and K-means clustering techniques over difference image to detect changes in multi temporal images satellite imagery.
Jupyter notebooks and python scripts for investigating the 2019 coronavirus outbreak
Crop type mapping of small holder farms in Tanzania, Ghana, and South Sudan
Understanding crop yield predictions from CNNs as my final project for CS231N
Crop Yield Prediction with Deep Learning
Prediction of crop yields using machine learning.
A reference deployment of the Open Data Cube including automatic indexing of Landsat 8 data.
Deep transfer learning techniques for crop yield prediction, published in COMPASS 2018. Best Presentation Winner.
Example Jupyter Notebooks, including ones that use the Earth Engine Python API
Earth observation processing framework for machine learning in Python
8th place solution to Zindi's FarmPin Crop Detection Challenge
Aeris Communications problem statement. Hydros: A closed loop irrigation solution for farmers using IoT and AI.
Various examples for Google Earth Engine in Python using Jupyter Notebook
A Jupyter - Leaflet.js bridge
An Introduction to Statistical Learning (James, Witten, Hastie, Tibshirani, 2013): Python code
An extension to Leaflet that contains configurations for various free tile providers.
This work utilize farm data and machine learning approaches for yield production in farms with missing data, outlier and categorical features.
Tutorial of fundamental remote sensing and GIS methodologies using open source software in python
A PyTorch Implementation of Jiaxuan You's Deep Gaussian Process for Crop Yield Prediction
Content for PyData NYC 2017 presentation.
Build your neural network easy and fast
Resources for deep learning with satellite & aerial imagery
Tensorflow tutorial from basic to hard
A declarative, efficient, and flexible JavaScript library for building user interfaces.
🖖 Vue.js is a progressive, incrementally-adoptable JavaScript framework for building UI on the web.
TypeScript is a superset of JavaScript that compiles to clean JavaScript output.
An Open Source Machine Learning Framework for Everyone
The Web framework for perfectionists with deadlines.
A PHP framework for web artisans
Bring data to life with SVG, Canvas and HTML. 📊📈🎉
JavaScript (JS) is a lightweight interpreted programming language with first-class functions.
Some thing interesting about web. New door for the world.
A server is a program made to process requests and deliver data to clients.
Machine learning is a way of modeling and interpreting data that allows a piece of software to respond intelligently.
Some thing interesting about visualization, use data art
Some thing interesting about game, make everyone happy.
We are working to build community through open source technology. NB: members must have two-factor auth.
Open source projects and samples from Microsoft.
Google ❤️ Open Source for everyone.
Alibaba Open Source for everyone
Data-Driven Documents codes.
China tencent open source team.