All Outputs (2)

Image-Based Plant Disease Identification by Deep Learning Meta-Architectures (2020)
Journal Article
Saleem, M. H., Khanchi, S., Potgieter, J., & Arif, K. M. (2020). Image-Based Plant Disease Identification by Deep Learning Meta-Architectures. Plants, 9(11), 1451. https://doi.org/10.3390/plants9111451

The identification of plant disease is an imperative part of crop monitoring systems. Computer vision and deep learning (DL) techniques have been proven to be state-of-the-art to address various agricultural problems. This research performed the comp... Read More about Image-Based Plant Disease Identification by Deep Learning Meta-Architectures.

Plant Disease Classification: A Comparative Evaluation of Convolutional Neural Networks and Deep Learning Optimizers (2020)
Journal Article
Saleem, M. H., Potgieter, J., & Arif, K. M. (2020). Plant Disease Classification: A Comparative Evaluation of Convolutional Neural Networks and Deep Learning Optimizers. Plants, 9(10), 1319. https://doi.org/10.3390/plants9101319

Recently, plant disease classification has been done by various state-of-the-art deep learning (DL) architectures on the publicly available/author generated datasets. This research proposed the deep learning-based comparative evaluation for the class... Read More about Plant Disease Classification: A Comparative Evaluation of Convolutional Neural Networks and Deep Learning Optimizers.