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Fruit Freshness Detection Using Raspberry PI

Journal: International Journal of Innovative Research in Applied Sciences and Engineering (Vol.1, No. 10)

Publication Date:

Authors : ;

Page : 202-208

Keywords : Raspberry Pi; Digital Image Processing; Embedded.;

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Abstract

This paper sheds light on the advancements made in the agricultural industry. Digital image processing techniques are now widely used for the maturity estimation of fruits. This work aimed to study and analyze the various algorithms and feature extraction techniques that are now used for the extracting features from the captured digital images. Thus, it is important for the suppliers to label the quality of fruits. In this paper, we are inspecting the quality of fruits based on size, shape and color and also by its weight. All these algorithms are implemented using RASPBERRY PI development board which will become an independent and cost effective system. All the interfacing of the components will be carried out and will make a cost effective embedded system prototype for the determination of size, shape and color of the fruit. Same system can be utilized for other fruits also. Advantages and disadvantages of various classifiers have been classified. It was observed that for achieving high accuracy a compromise had to be made with high computational complexity.

Last modified: 2018-09-16 11:05:34