Volume 12 | Issue 10 |

 Abstract

Real-world video violence identification is a critical task with broad implications for guaranteeing security, content control, and public safety. In order to reliably identify violent scenes in real-time videos, this study suggests an automated approach for violence identification utilizing pre-trained models. Modern pre-trained convolutional neural networks (CNNs) for visual processing are combined in the system. The system provides robustness and higher accuracy in detecting violent content by combining the data from the two modalities. The progress is efficient enough to enable real-time processing, allowing quick analysis of video streams and quick detection of violent situations. The progress alerts the appropriate authorities or content moderators when it detects violent behaviour. To ensure prompt action, a timing and location of the identified violent incident are included in an email message sent to predetermined recipients

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 Keywords

Violence Identification, Deep Learning , convolutional neural networks, OpenCV, Firebase, JSON.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Introduction: Amlapitta, an Ayurvedic disorder associated with Pitta Dosha imbalance, manifests as hyperacidity, nausea, and indigestion due to weakened Agni, the digestive fire. This leads to the formation of Ama, an incompletely digested, toxic by-product obstructing the Srotas. Modern medicine finds parallels with gastrointestinal disorders like GERD, where gut dysbiosis, an imbalance of gut microbiota, disrupts digestion, mimicking Ama-related symptoms. Primary objective: To explore the relationship between Ama formation and gut dysbiosis. Literature Review: This research examines the connection between Ama formation and gut dysbiosis, exploring microbial mechanisms contributing to digestive dysfunction in both frameworks. Ayurvedic sources on Agni and Ama are compared to modern studies on the microbiome's role in gut health. Ayurvedic and modern perspectives show significant overlap, with both identifying weak digestion as a core issue leading to toxin formation. In Ayurveda, Ama obstructs Srotas and causes inflammation, while in Western science, gut dysbiosis increases gut permeability and promotes systemic inflammation. Additionally, both systems emphasize diet's role in maintaining a balanced digestive environment to prevent toxin build-up. Discussion: The correlation between Ama and gut dysbiosis reveals shared pathophysiological pathways--both impair digestion, cause inflammation, and encourage toxin formation. Ayurveda's Agni aligns with the microbiome's regulatory role, where strong digestive fire or microbial balance prevents toxic accumulation. Conclusion: Understanding the link between Ama and gut dysbiosis fosters a comprehensive approach to gastrointestinal health, integrating Ayurvedic and modern insights. Future research on microbial profiles associated with Ama and gut health could inspire innovative interventions for conditions like Amlapitta.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Amlapitta, Ama, Gut dysbiosis, Agni, Ayurveda, microbiome, pathology

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Tuberculosis (TB), caused by Mycobacterium tuberculosis, remains one of the most significant global health challenges, especially with rising cases of drug-resistant TB strains. Traditional TB treatment relies heavily on a combination of synthetic antibiotics, including isoniazid, rifampicin, ethambutol, and pyrazinamide. While effective, these drugs are associated with several limitations, such as severe side effects, high costs, and a growing prevalence of multidrug-resistant TB (MDR-TB) and extensively drug-resistant TB (XDR-TB). The emergence of these resistant strains underscores an urgent need for alternative therapies that are both effective and accessible, with fewer adverse effects and lower chances of developing resistance.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Mycobacterium tuberculosis (M. TB), Herbal medicines, Synthetic drugs, Phytochemicals, Alternative therapies, Anti-mycobacterial activity, Herbal anti-infective, Pulmonary tuberculosis,

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Creative Commons Attribution 4.0 and The Open Definition

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An electronic health record is a collection of a patient's medical records that can be accessed at any time and from any location by authorized personnel. The use of e-healthcare has led to improved social and health outcomes, as well as a reduction in medical errors. However, a major obstacle to the advancement of e-healthcare is the security issues related to patient data storage in IT frameworks. Blockchain technology has emerged as a potential solution to this issue and may revolutionize the healthcare industry. Sharing medical records can be time-consuming because the same person's records may be kept in several locations, increasing the likelihood of duplication in the system. Usually, producing fake reports requires altering or hacking the data. The primary cause of this is that patients are not allowed to view their data. This work establishes the groundwork for a blockchain-based strategy that includes smart contracts, context based access control, a public ledger, and a private ledger to securely manage patient data. The suggested architecture ensures reliable access to patient data, safe storage, and interoperability. Additionally, the proposed blockchain-based framework provides an efficient and trustworthy means of managing complex medical procedures. The study also outlines potential uses for blockchain technology in the healthcare industry, such as facilitating secure and anonymous sharing of health data for research purposes.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Electronic Health Records, Blockchain Technology, Healthcare system, Security, Smart Contracts

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Masculinity is first noticed in primitive wild animal society. Later the same thing happened in the case of primitive human being. In the course of evolution man has formed a modern civilized society. Masculinity is flowing in the same way there. However instead of using force, women are suppressed in the society by applying intellect. This gender stereotype has also flowed through literature at different times. Attempts are being made to establish gender stereotype where literature continues to play a significant role.

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Creative Commons Attribution 4.0 and The Open Definition

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Masculinity, Gender stereotype, Civilization, Evolution, Fetus, Domesticated.

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Creative Commons Attribution 4.0 and The Open Definition

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Gandhi's life and work are infused with food and dietary concerns, dilemmas and questions. But the 'dreary details' of Gandhi's dietetics are improbable. This begs the question of the significance of food in Gandhi's thought as something other than, perhaps more than a thing to eat besides, a source of nourishment for the physiological needs of the body and feeding carnal pleasures, food has implications for the soul, renunciation, and politics. Gandhi's relationship with food is not just biological; it is also intellectual, moral, ethical, and political. The problematic of my paper is food and diet in Gandhi's An Autobiography or The Story of My Experiments with Truth. I wish to explore its relationship with Swaraj--Gandhi's life-project--as enunciated in Hind Swaraj, arguably, Gandhi's most widely read work since its first appearance in 1909. Hind Swaraj is regarded as a norm by which the significance of his other writings--including the Autobiography-- should be assessed. My purpose in this article is to pick out the line of inquiry connecting Hind Swaraj and the Autobiography; that which helps in analyzing the significance of food.

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 Keywords

Gandhi, food, non-violence, courage, swaraj

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Creative Commons Attribution 4.0 and The Open Definition

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The transition from employment to entrepreneurship represents a significant shift for many women, driven by a desire for autonomy and fulfillment. Understanding the motivations behind this journey, as well as the challenges faced, is essential for fostering an environment that supports female entrepreneurs. This paper presents an exploratory research that investigates the motivations and challenges faced by women transitioning from employment to entrepreneurship. Key motivations include the desire for flexibility, pursuit of passion, control over career paths, financial independence, and recognition of skills. Conversely, women encounter several challenges such as cultural and social barriers, limited access to resources, confidence issues, work-life balance concerns, and the need to navigate new responsibilities. Understanding these dynamics through exploratory research is crucial for developing supportive policies and initiatives that empower women entrepreneurs. By addressing the unique obstacles they face, we can foster a more inclusive entrepreneurial ecosystem that enhances women's contributions to economic growth.

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Creative Commons Attribution 4.0 and The Open Definition

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Women entrepreneurship, employment transition, motivations, challenges, work-life balance, cultural barriers, financial independence, empowerment

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The present study was aimed to explore the perception of parents towards formal education for their children. This study is delimited to the parents of students who are pursuing formal education residing in the sub locality of Hengrabari area of Guwahati city of Assam. For this study, descriptive survey method was employed to find out the way of perceiving the educational system by the parents. It directly influence the children to undertake the type of education according to their preference of parents. This research was done using a self structured questionnaire including close ended questions for deriving the overall perception of parents towards formal education. This study is relevant in the present day society for the fact that parents prefer formal education over the other types of education as the parents are familiar with formal education and also it is easily accessible.

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Creative Commons Attribution 4.0 and The Open Definition

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Perception, Parents, Formal Education.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

: Thermodynamic is a branch of physics which deals with the energy and work of a system. It was born in the 19th century as scientists were first discovering how to build and operate steam engines. Thermodynamics deals only with the large scale response of a system which we can observe and measure in experiments. Small scale gas interactions are described by the kinetic theory of gases. The methods complement each other; some principles are more easily understood in terms of thermodynamics and some principles are more easily explained by kinetic theory.

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Creative Commons Attribution 4.0 and The Open Definition

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thermodynamic,

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This study explores innovative marketing approaches aimed at enhancing tourism experiences in Assam, a state rich in biodiversity and cultural heritage yet often overlooked by travelers. Despite its vast potential, many tourist destinations in Assam remain underrated, limiting economic growth and local community development. This research examines the geographical and cultural significance of these hidden treasures, emphasizing the need for effective marketing strategies to promote them. By identifying challenges in current promotional efforts and understanding traveler preferences, the study aims to propose targeted marketing strategies that highlight Assam's unique attractions. Additionally, the research addresses issues of tourist awareness and engagement, aiming to create a more informed visitor base. This involves examining successful marketing practices from other regions to inspire innovative approaches in Assam. The study also delves into potential tourism development opportunities, focusing on sustainable practices that benefit both the environment and local economies. Moreover, it highlights the challenges faced in promoting these destinations, such as inadequate infrastructure and limited resources, while emphasizing the importance of conservation efforts. The findings are expected to contribute significantly to tourism policy discussions and help stakeholders create a robust framework for enhancing tourism in Assam. Ultimately, this research aims to position Assam as a key player in India's tourism landscape, benefiting both visitors and local communities through increased awareness and engagement.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Assam, Tourism, Marketing Strategies, Sustainable Development, Cultural Heritage

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Creative Commons Attribution 4.0 and The Open Definition