SYSTEM FOR FUTURISING FARMING USING ML AND IOT

COMPUTER ENGINEERING

India is a farming country that has a large population to feed. Efficient Farming is always a great vision. Traditional farming methods have large flaws since it doesn’t consider changes in environment .We propose a system that automate almost 90% of plant cultivation. The system uses Machine learning methods identify weather condition as well as soil condition. The IOT methods are used for automating farming. Field of farming is technically advancing day by day. Still a large amount of Indian farmers do cultivation through traditional methods. They are time consuming as well as require high knowledge in farming. Even with the knowledge the crops can be damaged due to different hazardous conditions. The system we propose is a easy and anybody who has zero knowledge in farming can also use. Here we use CNN for soil prediction and Random Forest algorithm for weather prediction. By comparing both these values we can identify a appropriate crop. After crop prediction system with the help of Microcontroller helps in creating a automated farming environment

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