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 4, 2025 - Python
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crop-monitoring
Here are 8 public repositories matching this topic...
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
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
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
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 23, 2025 - Python
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