A dataset with Space (Sentinel-1/2) and Ground (street-level images) components, annotated with crop-type labels for agriculture monitoring.
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Aug 2, 2022 - Jupyter Notebook
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crop-monitoring
Here are 17 public repositories matching this topic...
A crop monitoring system made using a Raspberry Pi 4B, a 7-in-1 NPK sensor, an ultrasonic sensor, and an ESP32 Wi-Fi module.
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Dec 25, 2023 - Python
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.
computer-science machine-learning computer-vision deep-learning agriculture artificial-intelligence survey dataset phenotyping plant-disease agtech precision-agriculture crop-detection plant-classification rgb-images smart-farming weed-detection crop-monitoring agricultural-robotics field-robotics
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Feb 26, 2025 - TeX
CS3282 - Industrial Computer Engineering Project. Helps farmers to apply the right amount of fertilizers to the fields.
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Oct 7, 2023 - Jupyter Notebook
Sugar Beet Leaf Damage Regression Model for Smart Plant Monitoring
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Aug 18, 2024 - Python
Corn Health Monitoring System (Designed for Ceylon Biscuit Limited) using Aerial Imagery
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Feb 7, 2022 - Python
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.
react python machine-learning typescript deep-learning agriculture tensorflow image-classification plant-pathology agtech disease-classification tailwindcss fastapi smart-farming plant-disease-detection crop-monitoring plant-health agriculture-tech
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Sep 29, 2025 - Python
A website to monitor crop through collected data on Firebase.
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Dec 25, 2023 - HTML
A new release of the previous MoniCrop iOS application, but now connected to Firebase.
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Dec 25, 2023 - Swift
Python tool for displaying time series of Radar backscatter and NDVI values in a web app.
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Feb 28, 2022 - Python
DroneUI is a Python-based system that allows farmers to manually control a DJI Tello EDU drone, capture video of tomato crops, and automatically detect signs of leaf disease using a custom-trained YOLOv11 model. It features a user-friendly interface built with PyQt6 and generates detailed flight reports with visual and statistical summaries.
machine-learning drone user-interface human-computer-interaction precision-agriculture plant-disease-detection ultralytics crop-monitoring yolov11 crop-monitoring-system
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Jul 31, 2025 - Python
Green Shadow Crop Management System, a robust backend API crafted to streamline farm operations for Green Shadow (Pvt) Ltd.. This system supports efficient management of fields, crops, staff, and resources, enabling scalability for farms expanding nationally and globally
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Dec 7, 2024 - Java
IoT-based soil moisture, temperature, and humidity monitoring system using ESP32, DHT22, and Blynk for smart farmingReal time crop monitoring Using IOT
iot esp32 soil-moisture smart-farming crop-monitoring soil-health-monitoring blynk-iot weather-monitoring-system temperature-and-humidity-monitoring crop-monitoring-system iot-weather-monitoring real-time-crop-monitoring
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Jun 20, 2025 - C++
AI-powered smart agricultural IoT monitoring system using Raspberry Pi sensors and Llama 3.2 LLM for offline crop management. Provides real-time environmental data analysis and natural language farming insights without internet dependency.
python raspberry-pi iot natural-language-processing automation real-time ai offline data-visualization temperature-monitoring sensors water-level precision-agriculture edge-computing smart-farming crop-monitoring llm pest-detection ollama
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Jul 20, 2025 - Python
Django web application for monitoring waterlogging risk in agricultural fields using Sentinel-1 satellite data
python django monitoring agriculture mapping leaflet gis pandas webapp satellite-imagery risk-assessment sentinel-1 crop-monitoring waterlogging
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Oct 3, 2025 - HTML
An iOS application to monitor crops through collected data.
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Mar 4, 2024 - Swift
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