Crop Yield Prediction ML Frameworks

Tools for predicting agricultural crop yields and productivity using machine learning, weather data, soil analysis, and historical farming data. Does NOT include crop disease detection, pest management, or general farm management systems without yield prediction as a primary function.

There are 187 crop yield prediction frameworks tracked. 3 score above 50 (established tier). The highest-rated is omroy07/AgriTech at 59/100 with 100 stars.

Get all 187 projects as JSON

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#	Framework	Score	Tier	Stars	Language
1	omroy07/AgriTech AgriTech is an AI-powered web platform that offers crop recommendations,...	59	Established	100	Jupyter Notebook
2	Project-AgML/AgML AgML is a centralized framework for agricultural machine learning. AgML...	55	Established	265	Python
3	Gladiator07/Harvestify A machine learning based website that recommends the best crop to grow,...	51	Established	492	Jupyter Notebook
4	vannu07/Farm-IQ-AI-Powered-Smart-Farming-Assistant An intelligent system leveraging Machine Learning (ML) models to analyze...	46	Emerging	6	Jupyter Notebook
5	twitter-research/image-crop-analysis Code for reproducing our analysis in the paper titled: Image Cropping on...	45	Emerging	253	Jupyter Notebook
6	Drinkler/Yield-Prediction :seedling: Crop Yield Prediction using Machine Learning	44	Emerging	52	Jupyter Notebook
7	nesl/agrobot Neural-Kalman GNSS/INS Navigation for Precision Agriculture	42	Emerging	79	Jupyter Notebook
8	ab007shetty/crop-management-system The Crop Management System is a machine learning-based project designed to...	41	Emerging	34	Jupyter Notebook
9	nmi-agro/apus A R package to advice optimal mix of fertilizers	41	Emerging	3	R
10	Jay9874/NREGA2.0 An application for MNREGA workers and Gram Panchayat Officers to manage...	40	Emerging	2	JavaScript
11	seni2701/ESSAI_GAE724 Corn yield prediction in Montérégie (2010–2023) using XGBoost, Random...	39	Emerging	1	Python
12	AyushAgnihotri2025/SmartCrop SmartCrop: Intelligent Crop Recommendation	39	Emerging	20	Python
13	anotherwebguy/AarogyaSheti A Smart-Farming solution for farmers to ease the process of farming with the...	39	Emerging	20	—
14	mahaveer-rulaniya/healthify-agriTech The project is based on the Idea of Addressing real-life problems in the...	39	Emerging	18	—
15	haripatel07/Smart-Agriculture-System AI-driven Smart Agriculture System leveraging deep learning for plant...	38	Emerging	11	TypeScript
16	kaymen99/AgriGo AI app for crop disease detection and fertilizer recommendation	38	Emerging	17	HTML
17	markub3327/AI.EcoSense Automate your garden with machine learning, Arduino and Raspberry Pi.	38	Emerging	5	C++
18	gabbygab1233/Crop-Recommender AI Application that can predict the most suitable crops to grow in...	37	Emerging	60	Python
19	MohabWafaie/Study-of-the-Effects-of-Climate-Change-on-Crop-Yields Prediction of crop yields based on climate variables using machine learning...	37	Emerging	14	Jupyter Notebook
20	Phantom-Studiosad/Intelligent_CropPrediction_System An Intelligent Crop Recommendation system using Machine Learning that...	37	Emerging	13	Jupyter Notebook
21	diivyya/Agro-Tech Overall app for farmers	37	Emerging	17	CSS
22	prathimacode-hub/FarmArk 💡🏷FarmArk is an app designed for facilitation of farmers and addressing them...	37	Emerging	8	Jupyter Notebook
23	SagnikBasak04/KisanSahayak KisanSahayak is an AI-powered, end-to-end smart agriculture solution that...	36	Emerging	12	JavaScript
24	Bioinformatics-UM6P/MLOSSRF Companion codebase for the paper "Machine Learning-Based Optimization of...	36	Emerging	4	Jupyter Notebook
25	mmdxiaoxin/agricultural-ai-service 面向农作物的病害智能诊断系统AI服务	36	Emerging	4	Python
26	PandaByte7/Agriculture-Production-Optimization-Engine An automated agriculture production optimization engine is implemented in...	36	Emerging	7	Jupyter Notebook
27	anshukrsingh/crop-recommendation-system-based-on-machine-learning-using-python A machine learning model in python that recommends the best crop to grow...	36	Emerging	53	Jupyter Notebook
28	aathanush/CorrosionRatePrediction Atmospheric corrosion rate prediction of low-alloy steels using machine...	36	Emerging	10	Jupyter Notebook
29	SaiJeevanPuchakayala/FarmWiser Revolutionize your farming with Farmwiser, the ultimate TinyML based Smart...	35	Emerging	9	Jupyter Notebook
30	the-pinbo/crop-prediction Developed a machine learning-based crop prediction model to assist farmers...	35	Emerging	44	Jupyter Notebook
31	2000pawan/Crop-Predictions "Excited to share my latest project on LinkedIn: a crop yield prediction ML...	34	Emerging	5	Jupyter Notebook
32	avikumart/Wild-Blue-Berry-Yield-Prediction-Flask-app-deploy In this repo, I have worked on Wild Blue Berry Yield prediction project....	34	Emerging	8	Jupyter Notebook
33	akhilchibber/Crop-Yield-Prediction Machine Learning based Crop Yield Prediction	34	Emerging	7	Jupyter Notebook
34	Agri-Hub/AAAI23-Eval-AgriRecommendations "Evaluating Digital Agriculture Recommendations with Causal Inference". It...	34	Emerging	8	Jupyter Notebook
35	ovuiproduction/Crop-Price-Prediction-Using-Random-Forest Machine learning model using the Random Forest algorithm to predict crop...	33	Emerging	6	Jupyter Notebook
36	Tejeswar001/AI-Crop-Advisor A web app that uses machine learning to recommend crops, detect plant...	33	Emerging	5	JavaScript
37	Phantom-fs/Agro-Companion Agro companion is a soil classification, crop recommendation and crop...	32	Emerging	2	JavaScript
38	simranvolunesia/Irrigreat Precision Agriculture based ML and DL project (local host deployment) which...	32	Emerging	25	—
39	cvframeiq/BeejHealth BeejHealth is an intelligent crop health monitoring and management solution...	32	Emerging	4	Python
40	bunnysunny24/AgriSync AI-Powered Smart Farming & Marketplace System	32	Emerging	10	JavaScript
41	Gekko12/Eco-fertilization Nutrient Value Recommendation System for crops w.r.t rainfall patterns...	32	Emerging	37	Jupyter Notebook
42	lostmartian/crop-recommendation-and-plant-disease-detection Saathi - Crop recommendation using ML and plant disease identification using...	32	Emerging	30	Jupyter Notebook
43	association-rosia/crop-forecasting Predicting rice field yields through the integration of Microsoft Planetary...	32	Emerging	24	Jupyter Notebook
44	Phantom-fs/Agro-Companion-Modules A streamlined deep learning framework that fuses advanced image...	32	Emerging	2	Jupyter Notebook
45	rumbleFTW/krishi-sevak A ML assisted toolset for Indian farmers for scientific andd modern farming advices.	31	Emerging	3	CSS
46	Vishal-sys-code/AgroSense AgroSense: Crop Recommendation System	31	Emerging	1	Jupyter Notebook
47	Amatofrancesco99/organic-fertilizers-detection Detection of organic fertilizers (manure) application on crop fields...	31	Emerging	9	Jupyter Notebook
48	SurajSanap/Cultivision CultiVision is a data science-driven precision agriculture platform using...	31	Emerging	3	HTML
49	InflixOP/Smart-Agriculture-Advisory-System The Smart Agriculture Advisory System is an application designed to provide...	31	Emerging	26	Jupyter Notebook
50	lovnishverma/Crop-Recommendation A machine learning web application built with Flask that predicts the most...	31	Emerging	2	HTML
51	zie225/Ab5_Consulting_Agritech Studies on modeling and optimizing the use of sensors, to achieve the best...	30	Emerging	2	Jupyter Notebook
52	Noob-programmer155/BantuTani-App Application that use to help farmer or people who want to plant, maintain,...	30	Emerging	6	Jupyter Notebook
53	sachinjegaonkar/CropInsuranceSolution Decentralized Crop Insurance Solution	29	Experimental	16	JavaScript
54	abhisheks008/agricrop AgriCrop is a Crop Recommendation System built on Machine Learning...	29	Experimental	19	Jupyter Notebook
55	nasaharvest/crop-maml Learning to predict crop type from heterogeneous sparse labels using meta-learning	29	Experimental	20	Python
56	h4ck3r0/crop-yielding-prediction Ml Model To Predict Crop Yield In India With 97.33% Accuracy	29	Experimental	8	Python
57	vaxad/Vrukshaa Vrukshaa empowers farmers with AI-driven plant disease diagnosis....	29	Experimental	1	JavaScript
58	kausthub-kannan/farmsense.ai farmsense.ai is an AI assistant for exponentially growing Hybrid farming. To...	29	Experimental	22	Jupyter Notebook
59	Akilalochana/Ceilao-Grid A system for planning home gardens, promoting sustainable living, and...	29	Experimental	4	Kotlin
60	adword01/Krishi-Mitra An Agro Tech application by IIITIANS for Solving for India Hackathon by...	28	Experimental	8	Kotlin
61	Akshitvats026/ML-Models_SIH_2k25 🌱 An all-in-one intelligent system for farmers to get crop recommendations...	28	Experimental	4	Jupyter Notebook
62	thesaahilraj/Kisan-Plus Kisan++: An ALL-IN-ONE Agricultural Intelligence Web Application, a perfect...	28	Experimental	12	Jupyter Notebook
63	Denver04/Agri-Cure Agri-Cure: A Website for Crop Disease Detection and Management	28	Experimental	9	JavaScript
64	kostask200/crop-yield-prediction-europe-ML Machine-learning pipeline for European cereal yield prediction using FAOSTAT...	28	Experimental	3	Jupyter Notebook
65	Riya2919/Asaan4Kissan As a part of the ASDI Hackathon, we the team of Asaan4Kissan have come up...	27	Experimental	6	Java
66	deepeshdm/CropFusionAI Helping Farmers make informed decisions with Machine Learning ! 👩‍🌾🚜	27	Experimental	10	JavaScript
67	Gaurav26Singh/Hariyali Hariyali is a web application which is used for crop prediction, fertilizer...	27	Experimental	7	Jupyter Notebook
68	godwins3/agro.ai ML based crop and fertiliser recommendation and disease detection	27	Experimental	7	Python
69	tariktesfa/Crop-Yield-prediction-using-Machine-Learning-Ensemble-Algorithms A Crop Yield prediction model which is using Machine Learning Ensemble...	27	Experimental	17	Jupyter Notebook
70	COS301-SE-2024/Crop-Prediction-System The AI-driven Crop Prediction System that applies Machine Learning and AI to...	27	Experimental	7	Vue
71	danielchristopher513/Crop_Recommendation_Using_Machine_Learning We propose an Intelligent Crop Recommendation and Yield prediction system...	27	Experimental	10	Jupyter Notebook
72	association-rosia/crop-yield-estimate Harness the power of machine learning to forecast rice and wheat crop yields...	27	Experimental	13	Python
73	Soumya-Chakraborty/SIH1638 SIH1638 - AI-Driven Crop Disease Prediction and Management System	27	Experimental	8	Python
74	sakshi-choudhary/Voice4Rural A complete one stop solution for all the problems of Rural area people. 👩🏻‍🌾	27	Experimental	14	Python
75	vu3tpz/AgroSmart Simple Machine Learning that implement in this Website. AgroSmart is a web...	27	Experimental	5	HTML
76	Aziz7905/FarmWise FarmWise is a data science project developed as part of the coursework at...	27	Experimental	2	SCSS
77	makboard/ArableLandSuitability This repository contains machine learning models for estimating cropland...	26	Experimental	9	Jupyter Notebook
78	EsAm1973/Mazraaty Mazraaty is a smart agricultural companion app designed for beginners and...	26	Experimental	5	Dart
79	neerajdheeman/Optimizing-Agricultural-Production The Optimizing Agricultural Production Machine Learning project is a...	26	Experimental	7	Jupyter Notebook
80	KrishnaVatsa/KrishiVigil.ai AI-powered crop disease detection system that analyzes plant images and...	26	Experimental	1	JavaScript
81	geoffkats/AgriAssist-A-Farmer-First-Digital-Platform AgriAssist is a comprehensive, AI-powered web application designed to...	25	Experimental	4	TypeScript
82	shamspias/AgriAid AgriAid is an AI-powered tool for farmers & agricultural agents in...	25	Experimental	7	Python
83	navanil-das/Crop_Price_Prediction ML-powered crop price prediction web app built with Python, Streamlit, and...	25	Experimental	3	Python
84	Ayusha-Bhola/-Kisaan-Sahayak-Intelligent-Farmers-e-Marketplace-with-prediction-of-crop-risk-factors. Farmers_help_portal.respo	25	Experimental	3	JavaScript
85	jyoti0225/Crop-Recommendation-System A mobile application involving machine learning to recommend crop variety...	24	Experimental	12	Java
86	GDIAMEL/ZERO-HUNGER AI IN AGRICULTURE TO TACKLE SDG GOAL 2	24	Experimental	2	HTML
87	Chandradithya8/FarmApp https://farmapp-chand.herokuapp.com/home	24	Experimental	1	CSS
88	Frenkie14/Agrifood-Survey The official repo for [ACM CSUR'24] "Empowering Agrifood System with...	24	Experimental	12	—
89	Manithj/R-Agro-Harvest-Predictor A Multiple Linear Regression Model using Flask backend	24	Experimental	1	Jupyter Notebook
90	Capstone-C23-PS094/farm-genius-mobile FarmGenius Mobile Application \| Farmers Solutions with AI	23	Experimental	2	Kotlin
91	wanjiiru/Smartfarm A web app to help farmers detect diseases affecting their crops	23	Experimental	2	JavaScript
92	Shubham-2704/AgriNova Gujarat's first profit-focused AI farming advisor with explainable...	23	Experimental	2	JavaScript
93	jarray01/SMETool SMETool is a web-based tool for Soil Moisture monitoring	23	Experimental	3	HTML
94	GDIAMEL/AI-POWERED-CROP-YIELD-PREDICTOR-FOR-SMALL-SCALE-FARMERS AI-POWERED-CROP-YIELD-PREDICTOR-FOR-SMALL-SCALE-FARMERS	23	Experimental	2	HTML
95	JunlinHan/CropMix Code of CropMix: Sampling a Rich Input Distribution via Multi-Scale Cropping	23	Experimental	17	Jupyter Notebook
96	SammyGIS/tocantins-soc-prediction-using-ml End-to-end machine learning project designed to revolutionize soil organic...	23	Experimental	4	Jupyter Notebook
97	ankan24/Crop_Recommendation_ML This repository contains a crop recommendation system using machine...	23	Experimental	13	EJS
98	sanjay-thiyagarajan/AgroAssist AgroAssist aims to leverage deep-learning to help farmers diagnose their...	23	Experimental	3	JavaScript
99	vsatyakiran/Smart-Harvest It is a crop recommendation and fertilizer recommendation system, which is...	23	Experimental	2	HTML
100	sandipanrakshit34/satellite-crop-monitoring This project provides a dashboard for monitoring crops via remote sensing...	23	Experimental	11	Python
101	myself-aas/Smart-Herbo SmartHerbo is a futuristic, privacy-first livestock management application...	22	Experimental	1	HTML
102	icherniaev/crop_yield_prediction ML for crop yield prediction project that was part of my research at New...	22	Experimental	6	Jupyter Notebook
103	GeekyCats/Krishi Android application which includes features like best crop prediction using...	22	Experimental	8	Java
104	jjinyy/corn-price-prediction Machine learning project for corn market prediction using historical...	22	Experimental	—	Jupyter Notebook
105	Arunvijay28/Crop-Prediction Crop Prediction using Artificial Intelligence (AI) CSP Algorithm	21	Experimental	7	Jupyter Notebook
106	heekal/esp32-project-ai Smart plant monitoring system with fuzzy logics	21	Experimental	1	C++
107	karthikreddy-7/AGRI.AI AGRI.AI is a groundbreaking initiative that harnesses the power of machine...	21	Experimental	7	Jupyter Notebook
108	shankarprabhu-s/Machine-Learning-Models-for-Rice-Salinity-Prediction This project classifies rice crops based on salinity stress levels using...	21	Experimental	1	HTML
109	Smruthi-Sri-Datta/TCAN-AgriCloud Cloud-enabled IoT-integrated deep learning framework for spatio-temporal...	21	Experimental	—	—
110	geniuszly/GenSoilMonitoring An Arduino-based soil moisture monitoring system with real-time OLED display...	20	Experimental	6	C++
111	Hamid-abdellaoui/Crop-yield-prediction Crop yield Forecasting on the basis of meteorological predictions using some...	20	Experimental	10	Jupyter Notebook
112	rudrakshi99/Farmer-Call-Center AI-based voice-assisted Contact Center for assisting Farmers for their problems.	20	Experimental	7	JavaScript
113	amanattar/crop A Intelligent Crop Recommendation Portal Using Machine Learning and Deep Learning	20	Experimental	7	Jupyter Notebook
114	0xEgao/Agriculture-Crop-Prediction- Digifarm- AI crop analysis	20	Experimental	8	Python
115	nickisgit/AI-Driven-Microbial-soil-health-monitoring-and-Enhancement-System 🌱 Monitor and enhance microbial soil health using AI for real-time insights,...	19	Experimental	2	HTML
116	RonnMath03/Sustania A machine learning powered digital farming system that combines IoT sensors...	19	Experimental	1	TypeScript
117	Royal-Code-Master/Crop-Recommendation-System-using-Machine-Learning- This model can able predict the crop based the soil N, P, K, Ph, Humidity,...	19	Experimental	3	Python
118	mollybeach/farmdogai 🐶🌾 Farm Dog AI is an intelligent assistant for farmers, tracking and...	19	Experimental	2	TypeScript
119	YanCotta/SmartCrops-IoT-ML-System An IoT-ML project for smart agriculture: Dual ESP32 nodes (sensor via...	19	Experimental	2	Jupyter Notebook
120	Yagna123k/Fresh-Farm-AI Fresh Farm AI - AI-Powered Crop Quality Control System	19	Experimental	3	TypeScript
121	OlgaPal/Agropastoral-management Repository of the research paper - Exploring the role of ecology and social...	19	Experimental	4	R
122	arhcoder/IA-y-agua 💧 [🏅 TALENT LAND HACKATHON FINALIST] Artificial Intelligence and Simulation...	19	Experimental	4	Python
123	Onkarsathe007/Soil-Health-Analysis-Tool Soil Health Analysis is a project that helps in assessing soil quality using...	19	Experimental	3	JavaScript
124	hydraphoenix/Kishan-Mitra---Farming-AI An app for improving agriculture ROI -- sensor based calculation	19	Experimental	2	Python
125	Vlad1343/CropWise-UK CropWise UK is an AI-driven platform that recommends the most suitable crops...	18	Experimental	1	TypeScript
126	usmanbvp/agri-innovative The 'agri-innovative' GitHub repository is dedicated to utilizing the latest...	18	Experimental	2	Jupyter Notebook
127	prithwish249/Agritech_insight Develop a agriculture related web application, with MERN stack and ML.	18	Experimental	2	JavaScript
128	xHarshit/AgroAdvisor-Smart-Harvest-Management A machine learning-powered website that recommends the most suitable crops...	18	Experimental	1	Jupyter Notebook
129	Ravinduflash/Smart-Agriculture-Business-Application-with-Multi-Crop-Support This repository is dedicated to the Smart Agriculture Business Application...	17	Experimental	—	Python
130	Syeda-Hadiqah08/Wild-Blueberry-Yield-Prediction-with-Machine-Learning A predictive modeling project to predict the Wild Blueberry Yield using...	17	Experimental	—	Jupyter Notebook
131	DhruvalBhinsara1/FasalVaidya AI-powered mobile app for crop health diagnosis. Uses ML to detect NPK...	17	Experimental	2	Jupyter Notebook
132	sahillad05/smart-agriculture-api AI-powered Smart Agriculture Recommendation API built with FastAPI that...	17	Experimental	1	JavaScript
133	ParanoidAndroid19/SIH2019 Submission for Smart India Hackathon 2019. An android app to spread...	16	Experimental	1	Java
134	Samar-28/JalSamadhan 'JalSamadhan' - A mobile App based on identifying and resolving water...	16	Experimental	1	JavaScript
135	ankan123basu/KrishiVaaniAI KrishiVaani AI is an open-source, bilingual-first platform that turns any...	16	Experimental	3	Jupyter Notebook
136	raj-mistry-01/NeuralAgri Google Developer Group Challenge 2025 Hackathon Project	16	Experimental	1	JavaScript
137	suyashutekar11/Harvest_Helper Harvest Helpers is a blockchain-based system that streamlines the crop...	15	Experimental	—	HTML
138	Abhi-VIT/SIH-Hackathon This project aims to predict crop yields based on various environmental and...	15	Experimental	2	Jupyter Notebook
139	fmenat/optimal-multiview-crop-classifier Public repository of our JAG paper	14	Experimental	6	Python
140	dronreef2/carcinicultura 🦐 Smart Shrimp Farm — Sistema IoT + IA para automação de carcinicultura com...	14	Experimental	—	Python
141	foxypandas/cow-milk-ml-analysis ML project on cow milk yield and taste prediction with EDA, visualization,...	14	Experimental	—	Jupyter Notebook
142	AnishSarkar22/Farmalyze A smart farming assistant that leverages AI to provide crop recommendations,...	14	Experimental	1	JavaScript
143	oumaymaih/Crop-Yield-Prediction Machine learning project for predicting crop yield	14	Experimental	—	Jupyter Notebook
144	hgh4210/Ethiopian-Modern-Farmer ለኢትዮጵያ ገበሬዎች የሰብል ምርት ትንበያ፣ የማዳበሪያ ምክር፣ የምግብ ጥራት ምርመራ እና የአማርኛ AI አማካሪ የሚሰጥ...	14	Experimental	—	Python
145	Kaida4318/sowing-success-crop-prediction Using SVM and Logistic Regression to help farmers select optimal crops based...	14	Experimental	—	Jupyter Notebook
146	natkarimi/Predict-Crop-Production Machine learning project that analyzes agricultural crop production data...	14	Experimental	—	Jupyter Notebook
147	chitranjan-patel/Crop-Recommendation-System An intelligent Machine Learning system designed to recommend the most...	14	Experimental	—	Jupyter Notebook
148	safi0bha/Agri_Vision 🌱 Predict crop yields and detect plant diseases easily with this Flask-based...	14	Experimental	1	HTML
149	nelsonrajesh/Predictive-Modeling-for-Agriculture-DataCamp 🌱 Predict crop choices using soil data with a machine learning model,...	14	Experimental	—	Jupyter Notebook
150	Major2000/CROPS-PRICE-TANZANIA This project consists of a ML model that predicts the price trend of food...	13	Experimental	—	Jupyter Notebook
151	SunilRavi7/Crop_Recommendation_using-ML-Models A machine learning-based crop recommendation system that analyzes soil...	13	Experimental	—	Jupyter Notebook
152	PokalaJethin/Predictive-Analysis-in-Farming This Crop Recommendation System uses machine learning to suggest the best...	13	Experimental	—	Jupyter Notebook
153	OMIII1997/Agri-Intelligence An Agri Culture project with 3 modules, 1.Soil Type Classification and Crop...	13	Experimental	—	HTML
154	kumarankit263/Major_Project2.0 KrishiBazaar is a full-featured web platform that enables seamless wholesale...	13	Experimental	4	JavaScript
155	ivanbudianto/Agraris-Website-Sistem-Rekomendasi Capstone Project of SIB Dicoding 2021. Flask x Tensorflow SSR Website with...	13	Experimental	10	Jupyter Notebook
156	BibekRai44/Harvest-Nepal delivering agriculture solutions using machine learning and Flask	12	Experimental	5	JavaScript
157	pinkychow1010/Deep-Learning-Locust-Prediction This is the EAGLE M.Sc. semester project for the Deep Learning class...	12	Experimental	6	Jupyter Notebook
158	mmerlyn/fertilizer-recommender Helping smallholder farmers make smarter fertilizer decisions through deep...	12	Experimental	2	Jupyter Notebook
159	vikashpatel24/AgroFriend Crop, fertilizer, and disease recommendations website based on machine...	12	Experimental	1	JavaScript
160	tushar2704/Wild_Blueberry_Yield_Prediction This project aims to predict the yield of wild blueberries using machine...	12	Experimental	1	Jupyter Notebook
161	VAIBHAV-25/Krishiculture In this project, I present a website in which the following applications are...	12	Experimental	1	Jupyter Notebook
162	RAJ28JEET/PRECISION-AGRICULTURE-SYSTEM- B.Tech Final Year Project 2021-2025. A smart agriculture monitoring system...	12	Experimental	2	—
163	ilan2002/Aquaculture_monitoring_using_Machinelearning_ESP32 Aquaculture monitoring system for aqua farmers for the ease of keep...	12	Experimental	6	Jupyter Notebook
164	JayanthSrinivas06/DigiFarmer DigiFarmer is a modern, AI-powered web application that revolutionizes...	11	Experimental	2	Jupyter Notebook
165	Vidhi1290/Robust-yield-prediction- "Predicting a Greener Future 🌾📊 Delve into the world of agriculture and...	11	Experimental	3	Jupyter Notebook
166	sadmansakibmahi2/Crop_Recommendation_System_with_ML Data-driven crop recommendations for farmers, enhancing productivity through...	11	Experimental	—	Jupyter Notebook
167	MoisePlacier/Crop_type_classification This project was carried out in the MSc Data Science program at Berliner...	11	Experimental	2	Jupyter Notebook
168	SMR2018/ANNI Artificial Neural Networks for Irrigation (ANNI): predicting available water...	11	Experimental	—	R
169	AsifIkbal1/Prediction-of-Blueberry-Yield Prediction of Blueberry Yield	11	Experimental	—	—
170	mahbubcubd/projectkrishibid Krishibid provides the blast disease detection using Machine Learning...	11	Experimental	—	Java
171	msadv/Vriksha-SIH An app made for Smart India Hackthon 2017 as part of Students Innovation...	11	Experimental	4	—
172	jideoyelayo1/ES410_III Low-Cost Smart Agricultural Sensing System for Small Holder Farms in South Asia	11	Experimental	4	C
173	Sumanthkumar2002/Harvest-AI-Crop-recommeder-System-ML HarvestAI Crop Recommender is a sophisticated machine learning project with...	11	Experimental	4	HTML
174	irfiacre/ML-Prediction-AI A machine learning model, that predicts the yield quantity basing on a...	11	Experimental	3	HTML
175	rakeshhhhh/Know-Your-Crop An IoT Based crop prediction System embedded with Machine Learning.	11	Experimental	4	CSS
176	Smit-Kakadiya/Agriculture-Electronic-Market Considering a current agriculture system in India, they had issues of lack...	11	Experimental	3	JavaScript
177	kamilagoldyka/best_crop_prediction Machine learning project to help farmers select the best crops.	11	Experimental	—	—
178	A7med-Foly/Crop-Recommendation A machine learning web application that recommends the best crop to grow...	11	Experimental	—	Jupyter Notebook
179	ervishuu/Final-year-project The proposed system “Hello farmer” 👨‍🌾helps in identification of plant...	11	Experimental	3	CSS
180	Yashrajgithub/Crop-Recommendation KrishiGyaan is a web app designed to help farmers make informed decisions on...	11	Experimental	—	Jupyter Notebook
181	etapa-racional/agrinexo-scf-m AGRINEXO SCF - Seasonal Climate Forecast Modeler	11	Experimental	—	JavaScript
182	HamedPro25/Salon Smart application predicts the exact irrigation water amount	10	Experimental	2	CSS
183	getgrowify/ML-App ⚙ An ML app which provides environment ratings and crop recommendations (Jam Hacks V)	10	Experimental	2	Python
184	ayushsingh08-ds/Soil-predictor- Soil Predictor System is a Flask-based ML API that processes soil sensor...	10	Experimental	2	HTML
185	yajatkaul/PodhShala An ecommerce platform for plants with crop prediction models	10	Experimental	2	JavaScript
186	winter000boy/Crop-Yeild-Prediction Crop Yield Prediction Using Machine Learning leverages data analysis and...	10	Experimental	2	Jupyter Notebook
187	pranavdua02/CropForesight CropForesight is an advanced website designed to assist farmers and...	10	Experimental	2	JavaScript