DEEP LEARNING (DL) BASED APPLICATION FOR FRESH PRODUCE YIELD AND PRICE FORECASTING BASED ON SATELLITE IMAGES AND STATION-BASED PARAMETERS

Loblaw Companies Limited (LCL) supplies all fresh produce (FP) to South Western Ontario stores from Waterloo Distribution Center (DC). DC decides prices and quantities to meet FP demand. Timed fair priced orders minimize waste, bring prosperity to growers, consumers and FP trades. Factors affecting prices are highly uncertain due to environmental and socio-economic effects such […]

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Reducing Training Data Requirements with Cognitive Cues

The aim of this project is to allow for Deep Learning approaches utilized by Eye For Infrastructure to rely less heavily on labelled training data as well as to produce more human-understandable and actionable results. The improved system would allow for a seamless integration with municipalities for automated infrastructure assessment.

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Detecting defect inducing changes

This project will look at improving the quality of software by using AI to determine if a defect / issue exists and if so where it exists for easier fixes. This research is innovative and this domain is not proven. The student will explore new techniques for a highly relevant issue in industry. The industry […]

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Laura Secord Campus Commons Material Deconstruction and Reuse

Willowbank Centre for Cultural Landscape will work with a University of Waterloo student to engage in an emerging process of building disassembly and material reuse. Demolishing a building and sending the debris to landfill sites is a huge loss of resources, energy, and historical value. This project becomes a prototype on how to reuse building […]

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Ownership of Content in an Overlay Platform

The notion of ownership is fundamental and essential in a number of settings, including the setting that is the focus of this proposal: information over the Internet. Ownership of some content, in turn, endows the owner with certain rights over the content. The intent of this proposed research project is to (a) precisely enunciate what […]

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Infrastructure Sensor-based Automated Driving: Development and Demonstration

In this proposal, we intend to answer how infrastructure sensors can be used for autonomous driving. Using infrastructure sensors make automated driving safer, more simplified, and cost effective especially for multiple autonomous vehicles operating in known environments such as large residential/commercial complexes and resorts. Infrastructure sensors replace the main onboard vehicle perception sensors with infrastructure […]

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Development of AI-enabled Intelligent NDT Platform

Nondestructive evaluation (NDE) is frequently performed for various manufacturing sectors, but its current practices require human operators to be involved in all aspects of the data collection, transfer and analysis. With the advent of Industry 4.0, NDE technology needs to be upgraded to “NDE 4.0” comprising essential aspects such as automatic and autonomous NDE, interconnectivity […]

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Design of a Wearable Soft Sensor to monitor Skin Health

For people with mobility impairments, such as spinal cord injury survivors, rehabilitation and at home care settings come with the possibility of costly, painful pressure ulcers and skin breakdown. Occurring at a high frequency, current practice requires constant vigilance by caretakers and individuals using self-management practices. This injury comes from a prolonged application of pressures, […]

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