Deep Learning Based Classification System for Recognizing Local Spinach

نویسندگان

چکیده

A deep learning model gives an incredible result for image processing by studying from the trained dataset. Spinach is a leaf vegetable that contains vitamins and nutrients. In our research, Deep method has been used can automatically identify spinach this dataset of total five species 3785 images. Four Convolutional Neural Network (CNN) models were to classify spinach. These give more accurate results classification. Before applying these there some preprocessing data. For data, methods need happen. Those are RGB conversion, filtering, resize rescaling, categorization. After data preprocessed ready be in classifier algorithms. The accuracy classifiers between 98.68 99.79%. Among those models, VGG16 achieved highest

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ژورنال

عنوان ژورنال: Lecture notes in networks and systems

سال: 2022

ISSN: ['2367-3370', '2367-3389']

DOI: https://doi.org/10.1007/978-3-030-85365-5_1