Browsing by Author "Kumara, W. A. L. S"

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    IoT Based Classification and Price Prediction of Organically and Inorganically Grown Vegetables and Fruits
    (IEEE, 2021-12-16) Wijekoon, W. M. G. S; Wijewardana, L. W. M; Wattegedara, S. L; Kumara, W. A. L. S; Sasini, W; Abeygunawardhana, P. K. W
    Food plays a vital role in human life and, foods also play an essential role in promoting health and disease prevention. Especially fruits and vegetables are considered as one of the primary sources of vitamins and minerals. Therefore, humans are given more priority to consume vegetables and fruits. However, in modern days vegetables and fruits are grown both inorganically and organically. Inorganically grown vegetables are less nutritious and also harmful for the health. Therefore, it is not easy to find quality vegetables and fruits in the market at a reasonable price. The proposed solution is to develop a system to classify the vegetables and fruits, check the freshness and the quality, and predict appropriate prices based on food quality. Here mentioned how the Linear Regression, Ridge Regression, and MLP perception models act when predicting prices. Prices are predicted based on food quality grades.