smart-farming 开源项目推荐（396 个）

40rbidd3n /Hydro0x01

Secure, production-grade IoT hydroponic automation system with ESP32, MQTT telemetry, and real-time dashboard

Open-Agriculture /AgIsoStack-plus-plus

AgIsoStack++ 是面向所有人的完全免费开源 C++ ISOBUS 库

farmassistX /farmassist

Farmassist是一款智能农业应用，用于物联网和人工智能驱动的植物病害检测。它是用Flutter构建的，后端使用Firebase。

omroy07 /AgriTech

AgriTech 是一个 AI 驱动的 Web 平台，提供作物推荐、产量预测、病害检测和协作工具，赋能农民并促进智能、可持续农业。

Deshan555 /IOT-Smart_Farming

🌱🌾🚜 智慧农场（冰山）是一个智能项目，旨在促进农业农场的互动和管理。

Open-Agriculture /AgIsoStack-rs

ISO11783（ISOBUS）与 J1939 协议的 Rust 实现

lukefire5156 /SMART-IRRIGATION-USING-ARTIFICIAL-INTELLIGENCE-AND-IOT

一款连接 Android 应用的智能灌溉物联网设备

Shishir3D /PlantMonitoringSystem

The Smart Plant Monitoring System is an IoT project that automates plant care using an ESP32 microcontroller. It monitors soil moisture, temperature, and humidity, automating watering based on sensor data. The system connects to the Blynk app for remote monitoring and control, making it perfect for smart agriculture or home automation.

anotherwebguy /AarogyaSheti

A Smart-Farming solution for farmers to ease the process of farming with the help of IOT and ML . It provides the farmers a way to monitor their farms with IOT smart solutions and early plants disease detection through ML.

mhdb96 /Chernozem

👨🏻‍🌾 An Expert System for smart farming which provides the farmers with best solutions and hardware matching their needs exactly, with the ability to monitor and control the hardware remotely through the website UI in real-time.

pkparthk /Plant-Disease-Detection

AI-powered plant disease detection system using deep learning. Upload plant images to instantly identify 30+ diseases across Apple, Corn, Grape, Potato, Tomato & more crops. Built with FastAPI + React TypeScript. Ready for cloud deployment.

SmartFarmingLab /field_dataset_survey

A curated collection of 45 high-quality RGB image datasets for computer vision in agriculture. Features datasets for weed detection, disease identification, and crop monitoring, focusing on natural field scenes. Part of our GIL 2025 survey paper.

GwnDaan /python-isobus-library

An (incomplete) implementation of the ISOBUS standard in Python

marcmaldonadolorca /Pig_weight_estimation

BSc thesis (UAB, 9.2/10): pig weight estimation from depth images — YOLOv5/U-Net segmentation, Open3D point clouds, CNN regression

kushagra3204 /Plant-Disease-Monitoring

Monitoring Plant Health and Diseases for Sustainable Agriculture using CNN

vishvaspatel /GrowFarm

The project aims to create a centralized database of farmers with digital profiles that include all their relevant details. Additionally, the system features an alert system for new schemes and subsidies, as well as a machine learning-based crop recommendation system and disease detection with fertilizer suggestions.

ThePredictiveDev /Smart-Agriculture-System-Using-LLMs

A comprehensive AI-powered agricultural analytics platform that provides real-time insights, predictions, and recommendations for smart farming using Large Language Models (LLMs).

a113ssa /smart-agriculture-research-papers

Smart Farming research papers collection

aspinozaxxx-lab /growerhub

Greenhouse monitoring and automation with Zigbee2MQTT, MQTT and ESP32. Try a live demo farm with sensor history, lighting and watering - no hardware or sign-up.

aitesam961 /Cattle-Health-Monitoring-WSN

A Smart Livestock Health Monitoring System based on Internet of Things