SaitejaGarlapati / Crop_prediction_using_MLLinks
The designed hybrid neural network model identifies optimal combinations of soil parameters and blends it with the rainfall pattern in a selected region to evolve the expectable crop yield. The backbone for the predictive analysis model with respect to the rainfall is based on the Time-Series approach in Supervised Learning. The technology used …
☆12Updated 3 years ago
Alternatives and similar repositories for Crop_prediction_using_ML
Users that are interested in Crop_prediction_using_ML are comparing it to the libraries listed below
Sorting:
- A tool which is capable of making predictions of cereal and potato yields for districts of the Slovak Republic.☆13Updated 3 years ago
- A simple Web application developed in order to provide the farmers/users an approximation on how much amount of crop yield will be produc…☆73Updated 2 years ago
- Prediction of yield and profitability of crop records of India for the agricultural sector using machine learning techniques☆17Updated 4 years ago
- Weather Forecasting report over the Jaipur Dataset for Rain Prediction☆29Updated 5 years ago
- This project helps to predict the suitable crop and its price according to the air humidity, soil moisture, soil pH and rainfall.☆77Updated 4 years ago
- An Intelligent Crop Recommendation system using Machine Learning that predicts crop suitability by factoring all relevant data such as te…☆13Updated 3 years ago
- The model focuses on predicting the crop yield in advance by analyzing factors like district (assuming same weather and soil parameters i…☆44Updated 3 years ago
- Crop Yield Prediction using Machine Learning☆50Updated 4 years ago
- predict short & long term rainfall☆40Updated 6 years ago
- Prediction of Crop Yield for farmers based on weather, satellite data☆56Updated 6 years ago
- Prediction of whether a flood may occur or not, depending rainfall data, using machine learning algorithms☆43Updated 5 years ago
- Advance warning system for flood with rainfall analysis☆55Updated 5 years ago
- Precision Agriculture based ML and DL project (local host deployment) which have features of crop recommendation, fertilizer recommendati…☆25Updated 2 years ago
- Prediction of crop yields using machine learning.☆61Updated 2 years ago
- Webapp to predict the Air Quality Index of a region given climate conditions.☆55Updated last year
- The proposed system will be able to predict the crop yield production which will be useful to farmers for harvesting and storage. The sys…☆21Updated 4 months ago
- Crop yield prediction based on temperature and rainfall for India☆15Updated 5 years ago
- Saathi - Crop recommendation using ML and plant disease identification using CNN and transfer-learning approach☆25Updated 11 months ago
- This repository contains my code for the "Crop Yield Prediction Using Deep Neural Networks" paper.☆48Updated 2 years ago
- This work utilize farm data and machine learning approaches for yield production in farms with missing data, outlier and categorical feat…☆14Updated 4 years ago
- We aim to build an ML model that will predict the yield of a crop using time series analysis of remote sensing data.☆45Updated 2 years ago
- Using Machine Learning algorithms to predict the chances of Flood in the state of Kerala.☆27Updated 4 years ago
- Crop Yield Prediction Using Machin Learning Python☆22Updated 2 years ago
- Air Quality Prediction using Machine Learning☆25Updated 3 years ago
- Predicting the type of fertilizer to be used depending on the crop type and soil type☆7Updated 4 years ago
- This repository contains codes for the paper entitled "A CNN-RNN Framework for Crop Yield Prediction"☆150Updated last year
- ☆37Updated 2 years ago
- Detection and Prediction of Air quality Index☆54Updated 4 years ago
- A system that is capable of automatically irrigating the agricultural field by sensing the parameters of soil in real-time and predicting…☆21Updated 4 years ago
- Crop Yield Prediction using various ML approaches - Random-Forest Regressor, Gradient-Boosting Regressor, Decision-Tree Regressor, Suppo…☆9Updated last year