Recommendation system for farmers based on soil type, location, season etc.
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Mar 13, 2018 - Python
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agritech
Here are 18 public repositories matching this topic...
Eduponics Raspberry Pi MQTT Library - build your smart IoT garden with ease.
python raspberry-pi iot agriculture sensor mobile-app python3 plants internet-of-things temperature-sensor stem humidity-sensor soil-moisture-sensor kits agritech eduponics-pi-mqtt soil-moisture-sensors steminds
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Dec 8, 2020 - Python
An (incomplete) implementation of the ISOBUS standard in Python
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Jan 22, 2023 - Python
AI-powered satellite analysis for agriculture using Sentinel-2 data—vegetation indices and farmer insights.
python ai datascience remotesensing agritech sentinel2 precisionagriculture streamlit satelliteimagery cropmonitoring indianagriculture
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May 10, 2025 - Python
A Deep Learning Architecture to detect if a lemon tree is diseased or healthy by looking at an image of its leaf
machine-learning deep-neural-networks deep-learning neural-network agriculture artificial-intelligence convolutional-neural-networks agritech plant-disease-detection agriculture-technology agriculture-ai
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Jun 23, 2025 - Python
FarmTracka is a comprehensive agricultural monitoring platform that leverages sensor data and machine learning algorithms to predict plant health and provide actionable recommendations to farmers, ultimately enhancing crop yield and sustainability.
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May 21, 2024 - Python
Diseño e implementación de un sistema de aprendizaje automatico para la prediccion de Capacidad de Intercambio Catiónico
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Oct 19, 2022 - Python
A sugar cane harvesting system that aims to decrease production loss
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Apr 22, 2025 - Python
An IEEE-IAS Industrial Power Conversion Systems Department Design Competition-winning solution, AgriTracka is a comprehensive agricultural monitoring platform that leverages sensor data and machine learning algorithms to predict plant health and provide actionable recommendations to farmers, ultimately enhancing crop yield and sustainability.
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Oct 14, 2024 - Python
A Django-based AI-powered system for classifying banana ripeness from images and providing value addition suggestions. The project integrates a trained machine learning model for ripeness detection, a backend API, and a frontend interface for users.
machine-learning computer-vision deep-learning django-rest-framework deep pytorch image-classification object-detection transfer-learning agritech food-ai agriculture-ai
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Apr 8, 2025 - Python
Simulated irrigation system for FarmTech Solutions (FIAP AI & ML). Uses ESP32 on Wokwi for sensor data, SQLite for storage, Streamlit dashboard, and OpenWeather API for weather-based irrigation. Built with C++, Python, SQL. Showcases IoT, data processing, and visualization skills.
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Jun 20, 2025 - Python
A scalable, open-source environmental control system using Arduino and Python for precision automated indoor farming.
python iot arduino automation sensor data-logging environmental-monitoring open-source-hardware control-system precision-agriculture agritech indoor-farming smart-garden diy-electronics hydrophonics
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Jun 7, 2025 - Python
Python library for AI-driven agricultural zoning with ISO 42001 compliance.
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Jun 11, 2025 - Python
An implementation of the backend of an application tailored to help farmers minimize both pre and post harvest losses.
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Apr 18, 2024 - Python
Streamlit application that accurately identifies crops and weeds in agricultural images. This tool empowers farmers with visual insights, optimizing their land management strategies.
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Sep 7, 2023 - Python
An Open Source Disease Detection Platform for Microimaged Plant Phenotypic Characteristics (Currently for Tomato, Cucurbit, and Grape)
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Jan 5, 2024 - Python
A modular AI system for automating disease detection, growth stage classification, and yield prediction in vertically farmed lettuce using computer vision, deep learning, and environmental data.
machine-learning computer-vision deep-learning random-forest pytorch resnet lettuce vertical-farming agritech precision-farming plant-disease-detection smart-agriculture yolov8
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Jun 26, 2025 - Python
ለኢትዮጵያ ገበሬዎች የሰብል ምርት ትንበያ፣ የማዳበሪያ ምክር፣ የምግብ ጥራት ምርመራ እና የአማርኛ AI አማካሪ የሚሰጥ መተግበሪያ ። (A platform providing crop yield prediction, fertilizer advice, food quality inspection, and an Amharic AI advisor for Ethiopian farmers.)
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Aug 26, 2025 - Python
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