Analyze and predict crop types for next year in the Netherlands

CSIRO Mineral And Environmental Spectral Sensing Group - environmental monitoring

Data Analysis of Castile and Leon Crops Area over the last years

This repository holds the code for an R package called CropPhenology. The package extracts phenological information of crops from multi temporal remote sensing vegetation index images

Package cropdatape https://omarbenites.github.io/cropdatape/

Project by team farmers for DEVSOC.

A Boon for Farmers

MOVED - The project is still under development but this page is deprecated. https://github.com/fruchtfolge/client

This Problem is based on a Image Data set consisting of different types of weeds, to detect them in crops and fields. I have used Deep Learning Model called CNN(Convolutional Neural Networks) with Dropout, Batch Normalization, ReduceLearning rate on plateau, Early stoppig rounds, and Transposd Convolutional Neural Networks.

It has 12 Classes for twelve different types of crops. This Dataset is in a zip file containing twelve folders of each plant containing their pictures. It is a Image Classification Problem, which can be easily solved Deep Learning Models such CNN(Convolutional Neural Networks)

Presentation of the ICML2019 Time Series Workshop

A list of my projects I've worked on until 2019.

An Agriculture App that identifies which crop suits the best for a farmer of a particular locality/city, as per the soil type, weather conditions, crop prices, demand and supply parameters.

A simple WPF Control that crops an image by making use of the WPF renderer

These Dapp eliminates the middleman between farmers and customers by building a platform for farmers to sell their crops.Use of smart contracts for secure and de-centralized network based communication between farmers and customers.

OpenCV script to spot plants affected by Fusarium wilt.

Moenga 2020

bitfarm

This is GUI on which you can get price of the crop in respective region