Improved Plant Species Identification Using Convolutional Neural Networks with Transfer Learning and Test Time Augmentation

Kelvin Igbineweka; Babatunde Alade Sawyerr; Ebun Fasina

doi:10.1007/978-3-030-37830-1_8

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Improved Plant Species Identification Using Convolutional Neural Networks with Transfer Learning and Test Time Augmentation

Kelvin Igbineweka Babatunde Alade Sawyerr Ebun Fasina

Year: 2020 Studies in computational intelligence Pages: 197-206 Publisher: Springer Nature

DOI: 10.1007/978-3-030-37830-1_8

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Keywords:

Transfer of learning Convolutional neural network Identification (biology) Computer science Artificial intelligence Machine learning Plant identification Test (biology) Pattern recognition (psychology) Biology Botany

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Topics

Smart Agriculture and AI

Life Sciences → Agricultural and Biological Sciences → Plant Science

Spectroscopy and Chemometric Analyses

Physical Sciences → Chemistry → Analytical Chemistry

Advanced Chemical Sensor Technologies

Physical Sciences → Engineering → Biomedical Engineering

Improved Plant Species Identification Using Convolutional Neural Networks with Transfer Learning and Test Time Augmentation

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