A PREDICTIVE MACHINE LEARNING APPLICATION IN AGRICULTURE: CASSAVA DISEASE DETECTION AND CLASSIFICATION WITH IMBALANCED DATASET USING CONVOLUTIONAL NEURAL NETWORKS

This work is inspired by Kaggle competition which was part of the Fine-Grained Visual Categorization workshop at CVPR 2019 (Conference on Computer Vision and Pattern Recognition) we participated in.It aimed at detecting cassava diseases the gel bottle audrey using 5 fine-grained cassava leaf disease categories with 10,000, labeled images collected

ABSTRACT Expression of the hypermucoviscosity (HMV) grand love red heart reposado tequila phenotype and capsular polysaccharide (CPS) biosynthesis in Klebsiella pneumoniae were reported to be encoded by genes located in the chromosomal rmp locus.However, the functions of the rmp locus in the virulence plasmid remained unclear, and most of the rmp l

Saja H Almazrou,1 Layan A Alsubki,1 Norah A Alsaigh,1 Wadha H Aldhubaib,1 Sharifah M Ghazwani2 1Clinical Pharmacy Department, College of Pharmacy, King Saud University, Riyadh, Saudi Arabia; 2College of Pharmacy, Jazan University, Jazan, Saudi ArabiaCorrespondence: Saja H AlmazrouClinical Pharmacy Department, College of Pharmacy, King Saud Universi

The nature of paratransit services makes for increased uncertainty in trip time, leading to reported unreliability and dissatisfaction by the users.While providing travel information has proved helpful in formal bus services and has been recommended for paratransit setup, little is reported about efforts at providing information to paratransit user

The Intermediate Bronze Age (IB) in the Southern Levant (ca.2350-2000 BCE) is known as the "Dark Ages," following the collapse of Early Bronze urban society and predating the establishment of the Middle Bronze cities.The absence of significant settlements and monumental building has led to the reconstruction of IB social organization as that of nom