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Exploring Deep Neural Networks for Plant Image Classification
(University of Winnipeg, 2022-04)
Automatically distinguishing different types of plant images is a challenging problem relevant to both Botany and Computer Science disciplines. Plant identification at the species level is a computer vision task called ...
N-Dimensional Polynomial Neural Networks and their Applications
(University of Winnipeg, 2022-04-06)
In addition to being extremely non-linear, modern machine learning problems require millions
if not billions of parameters to solve or at least to get a good approximation of the solution,
and neural networks are known ...
It's JustiFlied: The Endogenous Retrovirus K Integrase Induces Motor Disturbances in Transgenic Drosophila
(University of Winnipeg, 2022-12-13)
Amyotrophic Lateral Sclerosis (ALS) is an incurable neurodegenerative disease characterized by the loss of cortical and spinal motor neurons. Endogenous retrovirus K (ERVK) is a genomic viral symbiont that has been associated ...
A Spatial Analysis Evaluation of DeltaGard®20EW Operational Efficacy in Winnipeg, Manitoba for Adult Mosquito Control
(University of Winnipeg, 2022-08-31)
Background: Mosquito abatement includes the management and surveillance of nuisance and potential vector mosquitoes. The major nuisance mosquito in Winnipeg, Manitoba is Ae. vexans, a floodwater mosquito. The City of ...
3D Convolutional Neural Networks for Solving Complex Digital Agriculture and Medical Imaging Problems
(University of Winnipe, 2022-06)
3D signals have become widely popular in view of the advantage they provide via 3D representations of data by employing a third spatial or temporal dimension to extend 2D signals. Predominantly, 3D signals contain details ...
“Weaponized sexuality” to the normalization of sexual violence: Rape culture and the non-consensual distribution of intimate imagery (NCDII)
(University of Winnipeg, 2022-08-22)
This thesis research explores the non-consensual distribution of intimate imagery (NCDII), a form of technology-facilitated sexual violence. NCDII is the digital sharing of sexualized visual content of another person, ...
Unsupervised Domain Adaptation using Satellite Images for Significantly Different Infrastructure Objects
(University of Winnipeg, 2022-03-28)
Deep learning has become one of the most efficient computer vision tools in recent years. The success and variety of deep learning semantic segmentation models inspired scientists in the remote sensing domain to apply them ...
Field Plant Identification Through Indoor Imagery Using Image Augmentation and Object Detection Algorithms
(University of Winnipeg, 2022-11-04)
A growing global population and recent changes in climate make it increasingly necessary to incorporate recent advances in machine learning and robotics into agricultural practices. Plant detection is the problem of ...
Invisibility cloaks, prisons, and a pandemic: Did COVID-19 render the prison invisibility cloak ineffective?
(University of Winnipeg, 2022-07-26)
This thesis acknowledges the importance of examining news media representation of prisons, and more specifically, news media representation of Canadian prisons during the COVID-19 pandemic. A thematic qualitative and ...
Matteo Ricci: Friendship and Chinese Christianity
(University of Winnipeg, 2022-08-16)
In the late sixteenth century CE, Macau was a fishing village located on China's south. Ruled by the Ming Dynasty (1368–1644), a fleet of ships had anchored in the village’s docks. China had limited foreign visitors. ...