Developed a Cattle Monitoring System using MERN stack to detect lumpy disease in cows. Integrated real-time data collection on cow activity (steps count, temperature, milk production) via an API to assess health. Built a machine learning model for image classification to analyze cow images and predict lumpy disease. Implemented a continuous monitoring system, allowing farmers to upload images for daily health analysis over a period of time. Designed backend API to process data, perform AI-driven predictions, and send health alerts to the frontend.
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Cattle Monitoring System provides an easy way for farmers to check if there ill cow is having Lumpy disease or not. It uses MERN Stack for the creation of the website. Also, the feature of ML Algorithm present in the backend helps to get better accuracy and performance.
Koustubh-lapate/Cattle-Monitoring-System
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Cattle Monitoring System provides an easy way for farmers to check if there ill cow is having Lumpy disease or not. It uses MERN Stack for the creation of the website. Also, the feature of ML Algorithm present in the backend helps to get better accuracy and performance.
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