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The Relationship Between Food Allergies And Intolerances And The Development Of Disordered Eating Patterns, Lucy M. Scholma May 2025

The Relationship Between Food Allergies And Intolerances And The Development Of Disordered Eating Patterns, Lucy M. Scholma

Human Nutrition and Hospitality Management Undergraduate Honors Theses

Food allergies and food intolerances are becoming an increasingly more prevalent issue in the Unites States. To mitigate adverse reactions, these individuals often eliminate food or food groups from their diets and the ramifications of these lifestyle changes may result in disordered eating patterns. In regard to food allergies and intolerances and eating disorders, it is reasonable to suggest that the overlapping lifestyle choices and physical, social, and emotional ramifications may lead to a correlation between the two phenomena. This study explores the relationship between food allergic and food intolerant individuals and disordered eating habits among college students. Survey results …


The Effect Protein Supplementation On Waist-To-Hip Ratio, Bmi, Lipid Profile, And Resting Energy Expenditure In Postmenopausal Women, Caleb Flores May 2025

The Effect Protein Supplementation On Waist-To-Hip Ratio, Bmi, Lipid Profile, And Resting Energy Expenditure In Postmenopausal Women, Caleb Flores

Biological Sciences Undergraduate Honors Theses

Postmenopausal women are a growing and at risk population that face increased risk for adverse changes in body composition, lipid profile, and overall cardiometabolic health due to hormonal changes associated with aging. Over 40% of postmenopausal women have obesity, which can be linked not just aging but the menopausal transition. Because of the negative effects of menopause on cardiometabolic, research into dietary interventions to combat these effects are needed. High-protein diets have shown promise in mitigating these effects, but sufficient research has not been done to determine the effects on postmenopausal women. This study aimed to evaluate the effects of …


The Effect Of 1,25-Dihydroxyvitamin D3 Supplementation On Humoral Immunity Against Bacterial Chondronecrosis With Osteomyelitis Lameness In Broiler Chickens, Bailey Herberger May 2025

The Effect Of 1,25-Dihydroxyvitamin D3 Supplementation On Humoral Immunity Against Bacterial Chondronecrosis With Osteomyelitis Lameness In Broiler Chickens, Bailey Herberger

Animal Science Undergraduate Honors Theses

Bacterial chondronecrosis with osteomyelitis (BCO) lameness, the most predominant locomotive illness in fast-growing broilers, causes substantial animal well-being issues and affects broiler production, leading to huge financial losses. Several strategies, including feed supplementations using organic trace minerals, vitamin D, probiotics, and prebiotics, have been utilized to alleviate BCO lameness incidences in broiler chickens. Previous studies have indicated that feeding an additive of Panbonis®-G-1,25(OH)2D3 from Solanum glaucophyllum containing 1 µg/kg G-1,25(OH)2D3 to broilers for the first 28 days of their production cycle reduced BCO lameness by more than 50%. In this study, we …


The Rise Of Fitspiration: An Examination Of Social Media Influence, Body Image Concerns, And Online Harassment, Mary Owen May 2025

The Rise Of Fitspiration: An Examination Of Social Media Influence, Body Image Concerns, And Online Harassment, Mary Owen

Sociology and Criminology Undergraduate Honors Theses

The fitspiration movement on social media has raised concerns about potential body image satisfaction issues and body standard internalization. The potential negative effects of body image dissatisfaction include disordered eating, excessive exercise, anxiety, depression, and a risk to online harassment victimization. This dissatisfaction from fitspiration is reinforced by pressures from family and friends. Relying on data from 347 respondents, the present study explores the potential relationship between fitspiration content consumption, body image dissatisfaction, social pressures, and experiences of online harassment. Bivariate correlations and regression analysis were employed to examine the connections between the variables. Results indicated that there was a …


Understanding University-Level Food Recovery Programs’ Approaches To Minimizing Food Waste While Combating Food Insecurity In The United States, Ella F. Flesher May 2025

Understanding University-Level Food Recovery Programs’ Approaches To Minimizing Food Waste While Combating Food Insecurity In The United States, Ella F. Flesher

Crop, Soil and Environmental Sciences Undergraduate Honors Theses

Food is wasted every day at each level of the food system from production to consumption. This surplus has significant negative impacts on the environment after food is sent to the landfill and allowed to rot. However, some surplus food can be repurposed and diverted from the landfill. This study served as an initial investigation to explore multiple food waste diversion programs and analyze their structure, best practices, and methods to divert leftover food. This study specifically aimed to compare and contrast food recovery programs by interviewing participants from three food recovery programs from different university institutions. With the key …


Examining The Effects Of Quercetin On Phenotypic Characteristics Of Human Mesenchymal Stem Cells, Thomas M. Needy May 2025

Examining The Effects Of Quercetin On Phenotypic Characteristics Of Human Mesenchymal Stem Cells, Thomas M. Needy

Biomedical Engineering Undergraduate Honors Theses

Introduction A significant obstacle to mesenchymal stem cell (MSC) potency and therapeutic utility is in vitro senescence, an irreversible cessation of replication associated with age-related complications. Senolytic drugs, such as quercetin, may be helpful in selectively culling senescent cells while leaving non-senescent cells unaffected, thereby increasing potency of high-passage MSCs.

Methods The phenotypic, genotypic, and immunomodulatory effects of quercetin were assessed using in vitro models. Senescent cells, created through repeated subculturing of MSCs in vitro, and non-senescent cells were treated with 10 μM quercetin, differentiated into osteocytes, adipocytes, and chondrocytes, and analyzed to observe the effect of quercetin.

Results Quercetin …


The Effect Of 1,25-Dihydroxyvitamin D3 Supplementation On Humoral Immunity Against Bacterial Chondronecrosis With Osteomyelitis Lameness In Broiler Chickens, Bailey Herberger May 2025

The Effect Of 1,25-Dihydroxyvitamin D3 Supplementation On Humoral Immunity Against Bacterial Chondronecrosis With Osteomyelitis Lameness In Broiler Chickens, Bailey Herberger

Animal Science Undergraduate Honors Theses

Bacterial chondronecrosis with osteomyelitis (BCO) lameness, the most predominant locomotive illness in fast-growing broilers, causes substantial animal well-being issues and affects broiler production, leading to huge financial losses. Several strategies, including feed supplementations using organic trace minerals, vitamin D, probiotics, and prebiotics, have been utilized to alleviate BCO lameness incidences in broiler chickens. Previous studies have indicated that feeding an additive of Panbonis®-G-1,25(OH)2D3 from Solanum glaucophyllum containing 1 µg/kg G-1,25(OH)2D3 to broilers for the first 28 days of their production cycle reduced BCO lameness by more than 50%. In this study, we …


Poor Sleep Quality Is Associated With Decreased Structural Coherence Of Mesolimbic Dopamine Projections In Children, William A. Walker May 2025

Poor Sleep Quality Is Associated With Decreased Structural Coherence Of Mesolimbic Dopamine Projections In Children, William A. Walker

Psychological Science Undergraduate Honors Theses

Insomnia is the second most common mental disorder that affects approximately 10% of the population. An additional one-third of the population experiences occasional symptoms of insomnia like difficulty falling asleep or staying asleep. Sleep quality is also a key indicator of overall mental and physical health; however, researchers have only begun to study the effects of the structure of the mesolimbic pathway on sleep cycle regulation and quality. Emerging research suggests that mesolimbic dopamine projections from the Ventral Tegmental Area (VTA) to the Nucleus Accumbens (NAcc) play a role in sleep-wake regulation. In this study, I analyzed data from the …


Creative Brief For Wk Kellogg's Co, Sarah K. Johnson May 2025

Creative Brief For Wk Kellogg's Co, Sarah K. Johnson

Marketing Undergraduate Honors Theses

In recent years, cereal, the once classic and essential breakfast food has been losing its market share and overall sales in the breakfast category. WK Kellogg’s cereal brands include Frosted Flakes, Froot Loops, Frosted Mini Wheats, Special K, Rice Krispies, Raisin Bran, Corn Flakes, and more, yet their sales have been falling. They now face a challenge, as consumers become more cost and health conscious, how can cereal be made fun again? What ways can they engage with new audiences and further excite current customers? After conducting research, I have developed a creative brief and strategic pitch that include solutions …


What's In It For Me? The Benefits Of Breastfeeding For The Mother, Emily H. Mcmennamy May 2025

What's In It For Me? The Benefits Of Breastfeeding For The Mother, Emily H. Mcmennamy

The Eleanor Mann School of Nursing Undergraduate Honors Theses

The purpose of this systematic review was to investigate both the short- and long-term benefits that breastfeeding has on maternal physical and mental health. The PICOT question was: In postpartum mothers, how does breastfeeding compared to formula and mixed feeding affect maternal physical and mental health, including outcomes in cardiovascular health, BMI, bleeding risk, and mental health both short term and long term? For this research, EBSCOhost and the National Library of Medicine databases were searched to find relevant studies and systematic reviews. Terms such as “breastfeeding and maternal health benefits,” “breastfeeding and postpartum health,” and “breastfeeding and weight loss” …


Measuring Agricultural Adaptation Using Remote Sensing: A Study Of Pigeonpea In Malawi, Maria Gorret Nabuwembo May 2025

Measuring Agricultural Adaptation Using Remote Sensing: A Study Of Pigeonpea In Malawi, Maria Gorret Nabuwembo

Graduate Theses and Dissertations

Drought, heatwaves, and flooding cause tremendous damage to agricultural production in Malawi, and the continuous production of maize has led to widespread soil degradation. Additionally, climate change is transforming the environment at a scale beyond historical records, posing significant challenges to social, political, and economic systems. To combat these issues, agricultural innovations have been implemented, such as the installation of irrigation systems and development of heat/drought resilient crop varieties. Pigeonpea is one of the prominent drought-tolerant and temperature resilient crops grown as a diversification strategy since it allows farmers to adapt to changes while maintaining subsistence needs. This research investigates …


Identifying Best Practices In Small Business Meetings: An Importance-Performance Gap Analysis, Ashley R. Euritt, Nick J. Johnston May 2025

Identifying Best Practices In Small Business Meetings: An Importance-Performance Gap Analysis, Ashley R. Euritt, Nick J. Johnston

Human Nutrition and Hospitality Management Undergraduate Honors Theses

Meetings are crucial for small businesses, yet many struggle to plan them effectively due to limited resources. This study examines the gap between the perceived importance and actual performance of 14 meeting planning attributes in small businesses. Through an online survey and Importance-Performance Analysis (IPA), the study finds that attributes such as setting SMART goals and having employees arrive on time and engage before meetings are highly valued but underperformed. The study also emphasizes the importance of leadership, communication, and technology skills for successful meeting planning. The 5 Ps framework (Purpose, Participants, Planning, Participation, Perspective) is studied to evaluate the …


Conversations With Friends: How Gender And Politics In The 2024 U.S Presidential Election Was Perceived By The People And By The Numbers, Hadley H. Burke May 2025

Conversations With Friends: How Gender And Politics In The 2024 U.S Presidential Election Was Perceived By The People And By The Numbers, Hadley H. Burke

Political Science Undergraduate Honors Theses

The 2024 U.S. presidential election were largely unprecedented, with President Joe Biden withdrawing from the race and endorsing Vice President Kamala Harris as the Democratic Nominee mere months before election day. The events that followed were rife with opportunity to explore the intersection of gender and politics, a topic of increasing relevance as women have become more politically active over the past century. Going beyond the traditional gender gap research, which demonstrates the divergent voting patterns of women and men, this research seeks to understand how the gender of the candidate influences vote choice. Using empirical data on the gender …


Comparisons Between Traditional And Gluten-Free Cookies In Sensory Attributes, Acceptance, And Evoked Emotions, Eniola Ola May 2025

Comparisons Between Traditional And Gluten-Free Cookies In Sensory Attributes, Acceptance, And Evoked Emotions, Eniola Ola

Graduate Theses and Dissertations

The rise in food allergies and intolerances, notably conditions like Celiac disease, as well as a general shift of consumers to a more health-conscious lifestyle has significantly increased the demand for gluten-free products. Consumers increasingly seek gluten-free products, yet these alternatives often face challenges in replicating the sensory qualities of traditional gluten-containing foods. This study explores the sensory attributes, emotional responses, and labeling impacts on consumer perception of gluten-free and gluten-containing cookies. The main objective of this thesis was to address the gap in research on sensory evaluation of gluten free foods, specifically in terms of commercially available products. The …


Examining The Combination Of Race-By-Age Segregation On Violence In Little Rock, Arkansas, Karissa Kruse May 2025

Examining The Combination Of Race-By-Age Segregation On Violence In Little Rock, Arkansas, Karissa Kruse

Graduate Theses and Dissertations

The Present study addresses the issue of residential segregation. Specifically, how the physical isolation of populations segregated based on both age and race affects violent crime. The sample includes all 155 Census block groups, which represent neighborhoods, in the city of Little Rock Arkansas. Data is accessed from the U.S. Census and the Little Rock Police Department. The current study asks: does the segregation of juveniles by age and race affect the distribution of crime? The theoretical frameworks guiding this research are social disorganization theory, structural-cultural theories of crime, the racialization of space perspective, and routine activities theory. The key …


Maria Sabina And The Wise Ones, Robin Bruce May 2025

Maria Sabina And The Wise Ones, Robin Bruce

Graduate Theses and Dissertations

Maria Sabina was born Maria Sabina Magdalena Garcia in 1894, in the principality of Huautla, located in Oaxaca, Mexico. She’s known as a healer and poet, though she would most likely refer to herself as a woman doctor, whose language becomes beautiful with the help of the psylocibin mushroom, which she affectionately refers to as little saints or holy children. In 1953, American banker, R. Gordon Wasson and his wife, pediatrician Valentina Pavlovna, were the first non-Indigenous people to witness one of Sabina’s ceremonies. Novice ethnomycologists and anthropologists, the couple traveled to Southern Mexico to witness a ceremony in which …


Impacts Of Toxic Fescue Seed Consumed By Pregnant Heifers On Maternal Blood Flow And Offspring Growth Parameters: Potential For Melatonin As A Therapeutic To Improve Offspring Growth, Rachel Scott May 2025

Impacts Of Toxic Fescue Seed Consumed By Pregnant Heifers On Maternal Blood Flow And Offspring Growth Parameters: Potential For Melatonin As A Therapeutic To Improve Offspring Growth, Rachel Scott

Graduate Theses and Dissertations

The southeastern United States is home to endophyte-infected (E+), toxic, tall fescue grass. Consumption of E+ fescue by livestock has been linked to fescue toxicosis, a disease reported to cost the United States beef industry around $1 billion in annual losses. The primary objective of this dissertation was to evaluate the influence of pregnant cattle consuming E+ seed during gestation on uterine artery blood flow and growth performance of female offspring. The secondary objective was to investigate melatonin supplementation as a mitigation strategy for expected fescue-associated decreases in uterine artery blood flow and offspring growth performance. The study reported in …


Penny For Your Thoughts: Exploring Mechanisms Linking Socioeconomic Status And Cognition, Colton Hunter May 2025

Penny For Your Thoughts: Exploring Mechanisms Linking Socioeconomic Status And Cognition, Colton Hunter

Graduate Theses and Dissertations

Socioeconomic status is a complex psychological construct linked to a number of professional and personal barriers, including cognitive deficits. Throughout this dissertation, I seek to examine the mechanisms that link socioeconomic status and cognition. First, I explore potential mediators in the link between adolescent family income and cognition in adulthood, identifying education, stressful life events, inflammation, and family education expectations as significant mediators. Next, I examine the effects of writing-based stress manipulations on long-term memory and working memory, as these effects may mimic stress from financial worry. In doing so, I identify potential effects on working memory parameters. Finally, in …


In Vitro And In Vivo Evaluation Of The Effect Of A Commercial-Dried Enterococcus Faecium Fermentation Product As Quorum Sensing Inhibitors Of Salmonella Enterica Typhimurium, Ileana Loeza May 2025

In Vitro And In Vivo Evaluation Of The Effect Of A Commercial-Dried Enterococcus Faecium Fermentation Product As Quorum Sensing Inhibitors Of Salmonella Enterica Typhimurium, Ileana Loeza

Graduate Theses and Dissertations

The purpose of the present research was to evaluate Enterococcus faecium fermentation peptides (EFP) for antibacterial activity, inhibition of biofilm formation, and anti-quorum sensing properties against Salmonella Typhimurium (ST) in in vitro trials and individual body weight and ST organ colonization in therapeutic and prophylactic models in broiler chickens. Ninety-six day-of-hatch Cobb 500 broiler chickens were randomized and assigned to one of four treatments: NC) Negative Control, no EFP treatment and no ST challenge; NC+EFP) Negative Control, EFP treatment and no ST; PC) Positive Control, no EFP treatment and ST challenge, and PC+EFP) EFP treated and ST challenged. Independent trials …


End Of Life Care In Pets And What It Tells Us About The Moral Permissibility Of Physician-Assisted Suicide, Paavan Atluri May 2025

End Of Life Care In Pets And What It Tells Us About The Moral Permissibility Of Physician-Assisted Suicide, Paavan Atluri

Philosophy Undergraduate Honors Theses

Our relationships define us. We have different relationships and obligations towards animals based on the societies we live in and the attitudes that individuals choose to have with these animals. People often see themselves as having more moral value than other animals based on the fact that they perceive themselves as having greater intelligence and conscious ability. I think this notion is misguided and the way that people actually perceive moral value is in terms of their relationships with the subject in question. If life was truly perceived in a “more intellect than more moral value” lens then the permissibility …


Growth Of Methanogens Using Pyrite As An Energy Source: Implications For Life On Mars, Mckenzie K. Ragan May 2025

Growth Of Methanogens Using Pyrite As An Energy Source: Implications For Life On Mars, Mckenzie K. Ragan

Biological Sciences Undergraduate Honors Theses

The search for life beyond Earth has been the motivating factor for many scientist’s research in the past and currently. Specifically, the efforts have largely been focused on Mars. Mars exhibits qualities that are similar to the life-harboring characteristics of Earth, creating the possibility for life to exist on Mars. Mars’ subsurface conditions may be ideal for specific microorganisms to thrive, providing a haven away from the harsh surface conditions (Mancinelli, 2000). It is known that one of the most important elements to support life, H2O is found in the subsurface of Mars, along with an atmosphere lacking …


Protein Intake And The Wellbeing Of Postmenopausal Women: Investigating Sleep, Mood, And Quality Of Life, Aleesha Imran May 2025

Protein Intake And The Wellbeing Of Postmenopausal Women: Investigating Sleep, Mood, And Quality Of Life, Aleesha Imran

Biological Sciences Undergraduate Honors Theses

Postmenopausal women commonly experience declines in sleep quality, mood, and overall wellbeing, with limited non-pharmacological options available to address these concerns. This randomized controlled trial investigated whether daily beef consumption as part of a higher-protein diet could improve sleep, mood, and quality of life over four weeks. Participants were randomized to either a standard protein intake control group or a treatment group consuming a high-protein diet with daily lean beef.

The treatment group showed modest improvements in subjective sleep quality and perceived health compared to controls, although these changes were not statistically significant. Fatigue, however, significantly decreased in the treatment …


The Effect Of Antemortem Tooth Loss On Craniofacial Shape In Apes And Humans, Ashley R. Laster May 2025

The Effect Of Antemortem Tooth Loss On Craniofacial Shape In Apes And Humans, Ashley R. Laster

Biological Sciences Undergraduate Honors Theses

Antemortem tooth loss (AMTL) (i.e., defined as tooth loss occurring before death) is common among humans and many primates, and several studies have examined AMTL across various primate groups. Some research indicates that AMTL can influence masticatory function and diet; however, the effects of AMTL on craniofacial shape and biomechanics have not been extensively analyzed. We assessed craniofacial and mandibular shape in relation to AMTL, anticipating that individuals with at least one tooth lost antemortem would display significant differences in cranial and/or mandibular shape compared to those without AMTL. AMTL rates were evaluated in three primate species: wild-caught samples of …


The Expression Of Intestinal Tight Junction Proteins Induced By 1,25-Dihydroxyvitamin D3-Glycosides Supplementation To Reduce Bacterial Chondronecrosis With Osteomyelitis Lameness In Broilers, Kennedy M. Hicks May 2025

The Expression Of Intestinal Tight Junction Proteins Induced By 1,25-Dihydroxyvitamin D3-Glycosides Supplementation To Reduce Bacterial Chondronecrosis With Osteomyelitis Lameness In Broilers, Kennedy M. Hicks

Biological Sciences Undergraduate Honors Theses

Bacterial Chondronecrosis with Osteomyelitis (BCO) is a leading cause of lameness in broiler chickens, impacting animal welfare and commercial poultry production. Supplementation using organic trace minerals, vitamin D, probiotics, and prebiotics has been studied to mitigate BCO lameness incidences in broiler chickens. Our previous study demonstrated that feeding Panbonis®-G-1,25(OH)2D3 from Solanum glaucophyllum, containing 1 µg/kg G-1,25(OH)2D3, to broilers for the first 28 days of their production cycle reduced BCO lameness by approximately 50%. In this study, we investigated the impact of 1,25-dihydroxy vitamin D3 supplementation on the expression of tight junction …


Analysis Of Marshallese Perceptions Of Health And Weight In Adolescents, Sterling Thomas May 2025

Analysis Of Marshallese Perceptions Of Health And Weight In Adolescents, Sterling Thomas

Health, Human Performance and Recreation Undergraduate Honors Theses

Purpose: The purpose of the research is to understand the perceptions of Marshallese adolescents on the topic of health and weight, in order to provide guidance for interventions and public health efforts. The United States has the largest Marshallese population outside the Marshall Islands. Perceptions of weight and health is under researched for minority communities and from the insight of adolescents. Pacific Islanders such as the Marshallese are often categorized as part of the larger Asian American ethnic population, which is not always accurate in certain aspects where public health could provide support areas of concern.

Design: Focus groups …


The Effect Of Maternal Anxiety On Breastfeeding Exclusivity And Duration, Zoe E. Treat May 2025

The Effect Of Maternal Anxiety On Breastfeeding Exclusivity And Duration, Zoe E. Treat

Health, Human Performance and Recreation Undergraduate Honors Theses

Background: The postpartum period, especially during the first year, presents a heightened risk for maternal anxiety. Research suggests a potential negative relationship between maternal anxiety and breastfeeding duration, though there is currently a gap in the existing literature regarding how maternal mental health impacts breastfeeding outcomes.

Purpose: This study seeks to investigate the influence of postpartum anxiety on both the duration and exclusivity of breastfeeding, crucial knowledge required to support and implement targeted interventions. We expected that maternal anxiety would predict shorter exclusive and total breastfeeding durations.

Methodology: To explore the relationship between postpartum anxiety and breastfeeding behaviors, we distributed …


Assessment Of Attitudes, Preferences, And Knowledge Regarding Dietary Protein And Health, Annabella E. Grau May 2025

Assessment Of Attitudes, Preferences, And Knowledge Regarding Dietary Protein And Health, Annabella E. Grau

The Eleanor Mann School of Nursing Undergraduate Honors Theses

In the area of nutrition and dietary protein, experts often state that there are several barriers to consumption of dietary protein, however there is a lack of published data supporting these claims. Therefore, the objective of this study was to identify the attitudes, preferences and knowledge regarding dietary protein to identify potential barriers that would prevent purchasing protein or including protein in the diet. A 38-question Qualtrics survey was distributed via University of Arkansas listservs and on social media for three weeks. Participants (n=866) were asked to answer questions related to general nutrition knowledge and current dietary practices related to …


Food Security In Mauritius, Luke Hubbard May 2025

Food Security In Mauritius, Luke Hubbard

Economics Undergraduate Honors Theses

Located over 600 miles off the East coast of Madagascar, Mauritius is an island nation with a population of over 1.2 million people. In the summer of 2023, I had the opportunity to travel to Mauritius and conduct a representative food insecurity survey alongside other University of Arkansas and University of Mauritius students and professors. With more than 400 surveys in over 80 locations, we gathered data in every district on the primary island of Mauritius. The group used a survey based on the standard USDA question list and compiled the results to find that the population of Mauritius had …


Developing Adaptive Clothing For Patients With Advanced Als Disease, Kadence D. Trosper May 2025

Developing Adaptive Clothing For Patients With Advanced Als Disease, Kadence D. Trosper

Apparel Merchandising and Product Development Undergraduate Honors Theses

In 2017, over 30,000 people were battling with Amyotrophic Lateral Sclerosis, also known as ALS. ALS is a progressive neurodegenerative disease that affects nerve cells within the brain, brain stem, and spinal cord (ALS Association, 2023). The individual’s brain loses connection with muscles, slowly taking away one’s ability to walk, talk, eat, and eventually breathe. The currently is no cure for this disease or even treatment to halt the progression, however the treatment available can help ease the symptoms. Despite the physical challenges associated with ALS, there is a significant lack of adaptive clothing options that provide comfort, functionality, and …


Icylib: A Scalable Solution For Reproducible Image Classification Workflows, Leo Williams May 2025

Icylib: A Scalable Solution For Reproducible Image Classification Workflows, Leo Williams

Data Science Undergraduate Honors Theses

With the rapid expansion of e-commerce over time, ensuring the diversity and quality of product images has become a critical challenge infeasible for human completion. In conjunction with Walmart Global Tech for the Team 1 Data Science Practicum Project, image classification models were trained to assess product image sets, but training and deploying such models often involves repetitive code and inefficient processes. This thesis presents a reusable modeling library, named IcyLib, designed to streamline the training, validation, and testing of image classification models as well as dataset importation using PyTorch. IcyLib provides a structured yet flexible approach for model implementation, …