CFNN for Identifying Poisonous Plants

نویسندگان

چکیده

Identification of poisonous plants is a hard challenge for researchers because the great similarity between and non- plants. Traditional methods to identify plant can be tiresome, therefore, automated identification system needed. In this work, cascade forward neural network framework proposed based on their leaves. The was evaluated both (poisonous leaves/non-poisonous leaves) which are collected using smart phone internet. Combination shape features statistical extracted from leaf then fed cascade-forward used TRAINLM function training. 500 samples images used, 250 poisonous, remaining non-poisonous.300 in training, 200 testing. Our achieved an accuracy value 99.5%.

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ژورنال

عنوان ژورنال: Baghdad Science Journal

سال: 2023

ISSN: ['2078-8665', '2411-7986']

DOI: https://doi.org/10.21123/bsj.2023.7874