AGRO BASED TECHNOLOGY USING AI-ML AND BLOCKCHAIN
Agriculture based automation with recommendation System Based on AI-Models and Plant Disease Detection Using Image Processing With Drip Irrigation Using Twilo Api
Created on 9th May 2023
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AGRO BASED TECHNOLOGY USING AI-ML AND BLOCKCHAIN
Agriculture based automation with recommendation System Based on AI-Models and Plant Disease Detection Using Image Processing With Drip Irrigation Using Twilo Api
The problem AGRO BASED TECHNOLOGY USING AI-ML AND BLOCKCHAIN solves
Agriculture occupies an essential position in the world's economy. But now Farmers face big issues because of a lack of information about the weather, diseases caused by their plants, climate change. They don’t know what kind of crop they have to use for that climate. For that, we have come up with a solution. We created a weather monitoring application and a classification model that provide answers for plant diseases and crop fertilizer recommendations. We also have a crop monitor which is going to monitor the crop during growing state and identification of Plant Leaves disease Caused and the accuracy of the affected areas
Challenges I ran into
The Main Objective of this project presents Agriculture based automation with recommendation System based on AI Models and Disease Detection using image processing techniques for automated Vision System used at agricultural field. In agriculture research of automatic plant disease detection is essential one in monitoring large fields of crops, and thus automatically detects symptoms of disease as soon as they appear on plant leaves. The Software Works by a automatic classifier CNN will be used for classification based on learning with some training samples of that two category. Finally, the simulated result shows that used network classifier provides minimum error during training and better accuracy in classification. So that Prediction level of affected areas accurate Properly.CHALLENGES:1,PLANT DISEASE DETECTION USING IMAGE PROCESSING 2,CULTIVATING LAND USING MACHINE LEARNING 3,WEATHER FORECASTING USING OPEN WEATHER API 4,AGRICULTURE PRODUCTS ARE SELLED USING BLOCKCHAIN IN WHICH IT WILL BE MORE HELPUL FOR FARMERS TO SELL TO CUSTOMER EASILY 5,MAP VISUALIZATION USING NODE.JS .
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