65 citations · 77 across the 4 of their papers we have counts for
4 papers
Multi-output Deep-Supervised Classifier Chains for Plant Pathology
Jianping Yao, Son N. Tran
Plant leaf disease classification is an important task in smart agriculture which plays a critical role in sustainable production. Modern machine learning approaches have shown unp…
Wine Characterisation with Spectral Information and Predictive Artificial Intelligence
Jianping Yao, Son N. Tran, Hieu Nguyen +2
The purpose of this paper is to use absorbance data obtained by human tasting and an ultraviolet-visible (UV-Vis) scanning spectrophotometer to predict the attributes of grape juic…
Deep Learning for Plant Identification and Disease Classification from Leaf Images: Multi-prediction Approaches
Jianping Yao, Son N. Tran, Saurabh Garg +1
Deep learning plays an important role in modern agriculture, especially in plant pathology using leaf images where convolutional neural networks (CNN) are attracting a lot of atten…
Machine Learning for Leaf Disease Classification: Data, Techniques and Applications
Jianping Yao, Son N. Tran, Samantha Sawyer +1
The growing demand for sustainable development brings a series of information technologies to help agriculture production. Especially, the emergence of machine learning application…