Crop Yield Prediction ML Frameworks

AgriTech is an AI-powered web platform that offers crop recommendations,...

AgML is a centralized framework for agricultural machine learning. AgML...

A machine learning based website that recommends the best crop to grow,...

An intelligent system leveraging Machine Learning (ML) models to analyze...

Code for reproducing our analysis in the paper titled: Image Cropping on...

:seedling: Crop Yield Prediction using Machine Learning

Neural-Kalman GNSS/INS Navigation for Precision Agriculture

Corn yield prediction in Montérégie (2010–2023) using XGBoost, Random...

The Crop Management System is a machine learning-based project designed to...

A R package to advice optimal mix of fertilizers

An application for MNREGA workers and Gram Panchayat Officers to manage...

A Smart-Farming solution for farmers to ease the process of farming with the...

The project is based on the Idea of Addressing real-life problems in the...

SmartCrop: Intelligent Crop Recommendation

Atmospheric corrosion rate prediction of low-alloy steels using machine...

Automate your garden with machine learning, Arduino and Raspberry Pi.

AI app for crop disease detection and fertilizer recommendation

AI-driven Smart Agriculture System leveraging deep learning for plant...

Overall app for farmers

AI Application that can predict the most suitable crops to grow in...

💡🏷FarmArk is an app designed for facilitation of farmers and addressing them...

An Intelligent Crop Recommendation system using Machine Learning that...

Prediction of crop yields based on climate variables using machine learning...

AgroSense: Crop Recommendation System

Companion codebase for the paper "Machine Learning-Based Optimization of...

A machine learning model in python that recommends the best crop to grow...

An automated agriculture production optimization engine is implemented in...

面向农作物的病害智能诊断系统AI服务

KisanSahayak is an AI-powered, end-to-end smart agriculture solution that...

Developed a machine learning-based crop prediction model to assist farmers...

AI-Powered Agricultural Intelligence Platform | Crop yield prediction, pest...

Revolutionize your farming with Farmwiser, the ultimate TinyML based Smart...

Machine Learning based Crop Yield Prediction

In this repo, I have worked on Wild Blue Berry Yield prediction project....

"Excited to share my latest project on LinkedIn: a crop yield prediction ML...

"Evaluating Digital Agriculture Recommendations with Causal Inference". It...

AI-powered crop disease detection system that analyzes plant images and...

A web app that uses machine learning to recommend crops, detect plant...

This project is the winner of the UN's Reboot the Earth Hackathon, and is...

BeejHealth is an intelligent crop health monitoring and management solution...

Machine learning model using the Random Forest algorithm to predict crop...

ML-powered crop price prediction web app built with Python, Streamlit, and...

A streamlined deep learning framework that fuses advanced image...

Nutrient Value Recommendation System for crops w.r.t rainfall patterns...

Plataforma para facilitar a construção de aplicações baseadas em IA no...

Saathi - Crop recommendation using ML and plant disease identification using...

AI-Powered Smart Farming & Marketplace System

A machine learning web application built with Flask that predicts the most...

Precision Agriculture based ML and DL project (local host deployment) which...

Predicting rice field yields through the integration of Microsoft Planetary...

Agro companion is a soil classification, crop recommendation and crop...

Gujarat's first profit-focused AI farming advisor with explainable...

CultiVision is a data science-driven precision agriculture platform using...

The Smart Agriculture Advisory System is an application designed to provide...

Detection of organic fertilizers (manure) application on crop fields...

A ML assisted toolset for Indian farmers for scientific andd modern farming advices.

Application that use to help farmer or people who want to plant, maintain,...

LiDAR perception and continuous model improvement pipeline for geospatial,...

A machine learning project to forecast agricultural crop yields using...

🌾 Transform agricultural lending with Krishi-Patra, a dynamic platform that...

Studies on modeling and optimizing the use of sensors, to achieve the best...

Machine learning project for corn market prediction using historical...

A Multiple Linear Regression Model using Flask backend

🌱 An all-in-one intelligent system for farmers to get crop recommendations...

Improving high-resolution VQA by learning to crop without bounding box annotations.

AI-powered agricultural SaaS platform with real-time weather integration...

A system for planning home gardens, promoting sustainable living, and...

Decentralized Crop Insurance Solution

Learning to predict crop type from heterogeneous sparse labels using meta-learning

farmsense.ai is an AI assistant for exponentially growing Hybrid farming. To...

AgriCrop is a Crop Recommendation System built on Machine Learning...

AI-powered agricultural assistance platform for farmers. Features pest...

The crop recommendation system project aims to solve the challenges faced by...

https://farmapp-chand.herokuapp.com/home

Cloud-enabled IoT-integrated deep learning framework for spatio-temporal...

Vrukshaa empowers farmers with AI-driven plant disease diagnosis....

🌾 Calculate optimal crop plans and fertilizer effects to maximize farming...

Machine-learning pipeline for European cereal yield prediction using FAOSTAT...

Ml Model To Predict Crop Yield In India With 97.33% Accuracy

Smart Farming Assistant with AI-powered Soil Analysis, Disease Detection,...

Agri-Cure: A Website for Crop Disease Detection and Management

Kisan++: An ALL-IN-ONE Agricultural Intelligence Web Application, a perfect...

An Agro Tech application by IIITIANS for Solving for India Hackathon by...

Helping Farmers make informed decisions with Machine Learning ! 👩‍🌾🚜

FarmWise is a data science project developed as part of the coursework at...

Simple Machine Learning that implement in this Website. AgroSmart is a web...

SmartHerbo is a futuristic, privacy-first livestock management application...

The AI-driven Crop Prediction System that applies Machine Learning and AI to...

As a part of the ASDI Hackathon, we the team of Asaan4Kissan have come up...

A complete one stop solution for all the problems of Rural area people. 👩🏻‍🌾

We propose an Intelligent Crop Recommendation and Yield prediction system...

Hariyali is a web application which is used for crop prediction, fertilizer...

Harness the power of machine learning to forecast rice and wheat crop yields...

A sophisticated multi-agent AI system designed to revolutionize sustainable...

This cloud-based Crop Yield Prediction System uses Databricks, Apache Spark,...

ML based crop and fertiliser recommendation and disease detection

SIH1638 - AI-Driven Crop Disease Prediction and Management System

A Crop Yield prediction model which is using Machine Learning Ensemble...

This repository contains machine learning models for estimating cropland...

KrishiBot is an AI-powered multilingual farming assistant designed for...

An AI-driven solution that uses data insights to help farmers increase their...

Best MLH Google Cloud Platform hack at MinvervaHacks 2019 at GitHub HQ.

AgriAssist is a comprehensive, AI-powered web application designed to...

🏆 Hackathon prototype: AI-powered funding discovery platform connecting...

Intelligent multimodal framework for non-invasive monitoring of Chlorella...

Mazraaty is a smart agricultural companion app designed for beginners and...

AgriFarm, is a web application that aims to optimize the agricultural supply...

The Optimizing Agricultural Production Machine Learning project is a...

Farmers_help_portal.respo

An AI-based system that recommends crops, predicts yield and diseases, and...

AgriFarm: AI-powered smart decision support system for optimizing water and...

AI IN AGRICULTURE TO TACKLE SDG GOAL 2

AgriAid is an AI-powered tool for farmers & agricultural agents in...

This project is focusing on agricultural revolution based on modern agrotechnology.

Agrixa is a smart agriculture platform designed to help farmers monitor crop...

A machine learning powered digital farming system that combines IoT sensors...

AI-POWERED-CROP-YIELD-PREDICTOR-FOR-SMALL-SCALE-FARMERS

The official repo for [ACM CSUR'24] "Empowering Agrifood System with...

A mobile application involving machine learning to recommend crop variety...

SMETool is a web-based tool for Soil Moisture monitoring

🌱 Monitor and enhance microbial soil health using AI for real-time insights,...

This repository contains a crop recommendation system using machine...

End-to-end machine learning project designed to revolutionize soil organic...

This is a Streamlit application for predicting agricultural yields based on...

Google Developer Group Challenge 2025 Hackathon Project

A machine learning-powered website that recommends the most suitable crops...

AgroAssist aims to leverage deep-learning to help farmers diagnose their...

It is a crop recommendation and fertilizer recommendation system, which is...

FarmGenius Mobile Application | Farmers Solutions with AI

This project provides a dashboard for monitoring crops via remote sensing...

Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping

CropWise UK is an AI-driven platform that recommends the most suitable crops...

ML-based crop yield prediction and optimization system for Indian...

🌾 AgriSahayak - AI-Powered Agricultural Assistant | Multi-Agent System with...

A web app to help farmers detect diseases affecting their crops

ML for crop yield prediction project that was part of my research at New...

🌾 "KrishiAl" - Smart Crop & Fertilizer Recommendation Portal for Small Farmers

A predictive modeling project to predict the Wild Blueberry Yield using...

🌱 Predict crop yields and detect plant diseases easily with this Flask-based...

AI-powered Smart Agriculture Recommendation API built with FastAPI that...

Agri Arena : The Nature's Wisdom for Modern Agriculture 🌼

Android application which includes features like best crop prediction using...

Kisan DSS is an AI-powered multilingual platform that helps Indian farmers...

This repository is dedicated to the Smart Agriculture Business Application...

Flask-based AI smart farming system integrating IoT sensors, satellite data,...

🦐 Smart Shrimp Farm — Sistema IoT + IA para automação de carcinicultura com...

Using SVM and Logistic Regression to help farmers select optimal crops based...

Machine learning project that analyzes agricultural crop production data...

Yield Sense is a dual-country machine learning pipeline (India & USA) that...

An end-to-end Machine Learning system for predicting crop yields and market...

ለኢትዮጵያ ገበሬዎች የሰብል ምርት ትንበያ፣ የማዳበሪያ ምክር፣ የምግብ ጥራት ምርመራ እና የአማርኛ AI አማካሪ የሚሰጥ...

🌱 Predict crop choices using soil data with a machine learning model,...

Machine learning project for predicting crop yield

🌾 AI-powered smart irrigation system with real-time weather prediction, crop...

'JalSamadhan' - A mobile App based on identifying and resolving water...

Submission for Smart India Hackathon 2019. An android app to spread...

🌱 Detect apple leaf diseases and assess climate risks with OrchardIntel, a...

Smart plant monitoring system with fuzzy logics

An intelligent Machine Learning system designed to recommend the most...

Streamlit ML app predicting optimal crop types from N/P/K ratios, soil pH,...

Yield Sense is a dual-country machine learning pipeline (India & USA) that...

A machine learning web application that recommends the best crop to grow...

🌱 Automate indoor plant watering with an ESPHome system that monitors soil...

NammaRaitha is a modern web application designed to support farmers by...

AI-powered crop advisory system with explainable recommendations,...

ML project on cow milk yield and taste prediction with EDA, visualization,...

AgroLink is an innovative digital marketplace connecting agricultural...

🌾 Smart Agricultural Management Platform — Angular 21 app with AI-powered...

Voice-based AI system helping farmers access agricultural guidance via phone...

Crop Prediction using Artificial Intelligence (AI) CSP Algorithm

AgriPredict: Plant health diagnostic system using embedded AI and hybrid...

This project classifies rice crops based on salinity stress levels using...

React Native mobile app leveraging machine learning for real-time crop...

Uber-like platform for stubble collection connecting farmers and biomass...

AGRI.AI is a groundbreaking initiative that harnesses the power of machine...

🌾 Predict and optimize crop yields with Apex Harvest, an AI-powered platform...

Harvest Helpers is a blockchain-based system that streamlines the crop...

An IoT-ML project for smart agriculture: Dual ESP32 nodes (sensor via...

🐶🌾 Farm Dog AI is an intelligent assistant for farmers, tracking and...

Digifarm- AI crop analysis

A Intelligent Crop Recommendation Portal Using Machine Learning and Deep Learning

Crop yield Forecasting on the basis of meteorological predictions using some...

AI-powered mobile app for crop health diagnosis. Uses ML to detect NPK...

AgriAI is a comprehensive farm management platform that uses ai to help...

AI-based voice-assisted Contact Center for assisting Farmers for their problems.

An app for improving agriculture ROI -- sensor based calculation

An Arduino-based soil moisture monitoring system with real-time OLED display...

🌿 AI-powered farm intelligence app for Indian farmers — crop disease...

Fresh Farm AI - AI-Powered Crop Quality Control System

A distributed ledger technology based cattle marketplace solution

💧 [🏅 TALENT LAND HACKATHON FINALIST] Artificial Intelligence and Simulation...

🛠️ Prototype for Hack Revolution 2025. PS: AI-Powered Crop Yield Prediction...

Soil Health Analysis is a project that helps in assessing soil quality using...

A smart farming assistant that leverages AI to provide crop recommendations,...

Repository of the research paper - Exploring the role of ecology and social...

This model can able predict the crop based the soil N, P, K, Ph, Humidity,...

AgriGrow Sense is a prototype handheld soil scanner bringing precision...

Kisan-DSS (Decision Support System)

Enterprise-grade AI-powered Carbon Intelligence Platform empowering 100M+...

MSc Software Engineering Dissertation

A production-level full-stack AI platform that utilizes Machine Learning to...

This Crop Recommendation System uses machine learning to suggest the best...

AI-powered crop and disease recommendation system for APMC farmers,...

Agri-AI is an intelligent AI assistant built to empower farmers,...

A machine learning-based crop recommendation system that analyzes soil...

This project consists of a ML model that predicts the price trend of food...

The 'agri-innovative' GitHub repository is dedicated to utilizing the latest...

🌱 India's smart farm-to-market platform — AI crop diagnosis, live mandi...

Full-stack AI platform for precision agriculture using Rhizobium-based...

Un projet d'intégration cloud pour la gestion des données agricoles,...

Web application which aims to solve the farmer issues and also has a ML...

Apoc-a-Chill is a platform designed to help humanity stay connected and...

An Agri Culture project with 3 modules, 1.Soil Type Classification and Crop...

AI assistant powered by Gemini designed to help farmers with advice and...

Develop a agriculture related web application, with MERN stack and ML.

This repo is dedicated to Almanac, a modern and automated system for...

AI model for IoT vineyard evaluation

🌾 AI-powered smart agriculture decision support system using machine...

In this project, I present a website in which the following applications are...

This project aims to predict the yield of wild blueberries using machine...

Crop, fertilizer, and disease recommendations website based on machine...

FarmTracka is a comprehensive agricultural monitoring platform that...

KrishiVaani AI is an open-source, bilingual-first platform that turns any...