Physical Sciences and Engineering

Triage The report describes the YOLO5 algorithm that underpins the approach in question and can be classified as machine learning for object detection and classification conducted to identify different dog breeds. The project entailed curating a huge number of images of dogs, creating a bounding box for each of them similarly to the previous project, and marking the breed of the dog in the image, training the YOLO5 model, releasing the model and using it to achieve real-time detection of the breed of a dog.

This paper examines the "Coffee Can Portfolio" approach within the contemporary asset management context, contrasting its long-term investment philosophy against modern financial risk management strategies. It delves into historical and behavioral finance perspectives, exploring the efficacy of holding stocks over extended periods, and the psychological barriers such as loss aversion and the disposition effect that often hinder investors from holding on to winning stocks.

The "Ashtapailu Raja Shiv Chatrapati web Application" is a multifaceted web application dedicated to the life, legacy, and history of Chhatrapati Shivaji Maharaj. This project encompasses various features, including e-commerce for selling Chhatrapati Shivaji Maharaj-related merchandise, profiles of event management professionals, detailed information on historic forts, and interactive maps for exploration. Moreover, the application offers an extensive learning section, catering to users at different levels of expertise.

Green Information Technology (Green IT) is an emerging field that focuses on the environmentally responsible and sustainable use of IT resources. It refers to the practice of designing, using, and managing IT in an environmentally responsible and sustainable manner. This paper also discusses the principles of Green IT which are required to be considered in the context of an organization's specific needs and sustainability goals.

In Agile product development, user consideration is fundamental to success. Users serve as the nucleus of a product, rendering developers without a purpose in their absence. Consequently, User-Centered Design (UCD) emerges as a pivotal strategy within Agile Development, emphasizing user needs throughout the process. This paper delves into the myriad applications of psychological principles in UCD, elucidating how stakeholders at every stage of the Agile Development Life Cycle stand to gain significant advantages.

Librarians play a pivotal role in managing information resources and facilitating access to knowledge for diverse user communities. This paper explores the multifaceted aspects of librarian behavior, encompassing their roles, responsibilities, and ethical considerations. The discussion delves into key responsibilities such as cataloguing, reference services, collection development, and information literacy instruction, elucidating how these tasks contribute to fulfilling the mission of libraries.

Lighting in classrooms refers to the entire set of devices that are installed to produce lighting effects. This aspect, although largely ignored, is of utmost importance in the development and learning of students within classrooms, laboratories and different educational sites. learning in schools. Their good or bad implementation has a great impact on teaching results, performance and fatigue for all those who use them.

Assessing credit risk is a crucial duty inside financial institutions, ensuring sound lending procedures and reducing the probability of defaults. Traditional methods can face challenges in adapting to changing market conditions and handling large volumes of data. Machine learning (ML) offers an appealing solution by enabling automated and data-driven methods for credit risk assessment.

Epilepsy (EP) is a ceaseless issue in modern nations because of tobacco smoking, hot food varieties, way of life changes, albuminuria, ulcers, IBS, skin rashes and deferred wounds. Many of these contemporary synthetic drugs were treated through EP-associated disease conditions to expel less therapeutic efficacy, unwanted effects and unknowing unwanted effects. Our present survey found to estimate the various parameters of antiepileptic drug-consuming patients in various zones of Kerala. The literature surveyed based on a selected cohort was used.

There are three classical problems remaining from ancient Greek mathematics which are extremely influential in the development of Geometry. They are Trisecting An Angle, Squaring The Circle, and Doubling The Cube problems. I solve the Squaring The Circle problem, of which paper is published in the International Journal Of Mathematics Trends And Technology (Volume 69, June 2023).