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คณะวิทยาศาสตร์
Currently, climate change and human activities are causing rapid deterioration of coral reefs worldwide. Monitoring coral health is essential for marine ecosystem conservation. This project focuses on developing an Artificial Intelligence (AI) model to classify coral health into four categories: Healthy, Bleached, Pale, and Dead using Deep Learning techniques. With pre-trained convolutional neural network (CNN) for image classification. To improve accuracy and mitigate overfitting, 5-fold Cross-Validation is employed during training, and the best-performing model is saved. The results of this project can be applied to monitor coral reef conditions and assist marine scientists in analyzing coral health more efficiently and accurately. This contributes to better conservation planning for marine ecosystems in the future.
คณะบริหารธุรกิจ
In an era where sustainability is at the heart of business operations, eco-friendly packaging is gaining increasing attention. This research explores sustainable business models for alternative packaging, focusing on the case of corn-based paper, an innovation that effectively replaces conventional plastic packaging. The study analyzes key factors that enable businesses using natural raw materials to remain competitive in the market, as well as the growth potential of sustainable packaging compared to plastic-based alternatives. Additionally, it examines the factors influencing consumer behavior in choosing eco-friendly products and evaluates the impact on profitability and social responsibility. This research employs both qualitative and quantitative methods, including case studies of businesses utilizing alternative materials, in-depth interviews with industry experts, and consumer behavior surveys. The findings are expected to provide insights into the business potential of corn-based packaging, strategies for market expansion, and approaches for long-term sustainability. The results of this study will serve as a valuable reference for entrepreneurs seeking to develop green businesses and policymakers aiming to promote sustainable packaging in the market.
คณะอุตสาหกรรมอาหาร
This study focused on the development of an edible film containing Terminalia chebula Retz extract for the treatment of oral ulcers. The film was designed to dissolve in the mouth without the need for swallowing or chewing, which is suitable for people with canker sores or oral inflammation. Terminalia chebula extract has been shown to have several pharmacological properties, including antimicrobial, antioxidant, and anti-inflammatory activities.