Publication:
Classifying maturity of cherry tomatoes using Deep Transfer Learning techniques
Classifying maturity of cherry tomatoes using Deep Transfer Learning techniques
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Date
2021
Authors
Danh Phuoc Huynh
My Van Vo
Nghin Van Dang
Tri Quoc Truong
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Research Projects
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Abstract
This research studies a method to classify the tomatoes’ maturity by using deep
transfer learning techniques. We carry out sorting systems adopting three pre-trained
convolutional neural networks of VGG16, VGG19, and ResNet101. The experimental results
show that the VGG19 model obtains a high precision on both the train set and the test set