Computer vision and human–computer interaction are essential in many technological fields. Researchers in CV are particularly interested in real-time object detection techniques, which have a wide range of applications, including inspection systems. In this study, we design and implement real-time object detection and recognition systems using the single-shoot detector algorithm and deep learning techniques with pre-trained models. The system can detect static and moving objects in real-time and recognize the object’s class. The primary goals of this research were to investigate (...) and develop a real-time object detection system that employs deep learning and neural systems for real-time object detection and recognition. In addition, we evaluated the free available, pre-trained models with the SSD algorithm on various types of datasets to determine which models have high accuracy and speed when detecting an object. Moreover, the system is required to be operational on reasonable equipment. We tried and evaluated several deep learning structures and techniques during the coding procedure and developed and proposed a highly accurate and efficient object detection system. This system utilizes freely available datasets such as MS Common Objects in Context, PASCAL VOC, and Kitti. We evaluated our system’s accuracy using various metrics such as precision and recall. The proposed system achieved a high accuracy of 97% while detecting and recognizing real-time objects. (shrink)

IntroductionThe COVID-19 pandemic has led to unprecedented strain to healthcare systems worldwide and posed unique challenges to the healthcare professionals and the general public.ObjectivesThe aim of this study is to evaluate the impact of COVID-19 on the mental health, behavioral, and physical wellbeing of HCPs in the early and mid-term periods of the pandemic in comparison to non-HCPs. Thus, facilitating and guiding optimum planning and delivery of support to HCPs.Methods and AnalysisAn observational cross-sectional survey and cohort study aiming to enroll (...) over 1050 participants. Study questionnaires will be completed at baseline and after 6-weeks and 4-months. Recruitment initiated July 2020. The study was designed in London, United Kingdom, but open to participants worldwide. Baseline: Questionnaires comprising of validated self-administered screening tools for depression, anxiety, sleep-related issues, wellbeing, and burnout. The questionnaires also explore changes in behavior and physical wellbeing of the participants. In addition, associations of these mental health and behavioral factors with work-related factors and support will be explored. Six-weeks and 4-months follow-up: Follow-up questionnaires will assess change in symptoms of anxiety and depression, sleep disorders, use of alcohol and other substances, behavioral or interpersonal relationship changes. Physical wellbeing will be assessed through the presence of suspected or confirmed COVID-19 infection and absence from work. We will also evaluate the impact of variable provision of personal protection equipment, extended working hours, and concern for the wellbeing of family members, anxiety levels, and evidence of burnout.Statistical ConsiderationsThe study has 80% power to detect a 10% difference of combined depression and/or anxiety symptoms between the groups using two-sided type 1 error at 0.05 at baseline. Assuming that only 50% of these HCPs agree to be a part of a cohort survey, we will have 80% power to detect around 12% difference in the two groups in reported physical symptoms, or prevalence of depression and/or anxiety at the end of the study.EthicsThe study was approved by the Cambridge East, Research Ethics Committee.Trial Registration NumberClinicalTrials.gov, NCT04433260. (shrink)

The nature of Islamic ethics has long been a topic of debate amongst Muslim scholars. Islamic ethics was, and continues to be, instrumental in negotiating the dynamics and relation between the Muslim practitioner of the law and the values of human beings. Thus, the interpretive framework through which authoritative Islamic sources are interpreted determines or, at least, influences, the normativity and ethical outlooks gained from the texts. I propose a virtue ethics framework because it aligns with Islamic principles and values. (...) Virtue ethics is an ethical approach that prioritizes cultivating virtuous behavior in the practitioner through engaging in certain rituals and actions. Another way of conceptualizing this is that certain rituals and actions are instrumental in cultivating virtuous dispositions in the practitioner. In this essay, I argue that a robust virtue ethics framework can be interpreted from the Qur’an because will contribute to our understanding of the aspirational nature of the Qur’an. This is done in reference to Shariah as the “path of God.” My argument is proposed by first, highlighting the concept of Shariah; what it is, and how its essence may be understood. Second, I engage in textual analysis of the Qur’an in light of virtue ethics, while substantiating that analysis with secondary material. (shrink)

On November 2019, the world commemorated the 30th anniversary of the United Nations’ Convention on the Rights of the Child. The UNCRC noted that “the press and other media have essential fu...

This book is about the life and teachings of Abu Bakr Siddiq (may Allah be pleased with Him)- The Frist Caliph of Islam.

Apart from the knowledge of specialists in the field of Islamic law, the perception of Islamic law, for the most part, is that of a law with no structure and, therefore, no logical consistency. This depiction is often theorized by using the term Kadijustiz. In this essay, I seek to undermine this view and propose that Islamic legal theorists developed a systematic process of employing formal logic in Islamic law. I argue that these arguments exist, were negotiated regarding the nuances (...) of their form and modes of applicability, and were utilized in concrete cases in books of Islamic legal theory. By formal logic, I am referring to inferential forms of reasoning. The paper is divided into two main parts: first, I describe the notion of Kadijustiz and offer objections to this view. Second, I explain the primary arguments that fall under the category of qiyas. These include, broadly, deduction, induction, and legal analogy. My hope is that this essay contributes to the appreciation of Islamic Law as a rigorous legal system and serves as a reference for some of the modes of thinking and processes of legal reasoning when engaging with Islamic law. (shrink)

In The Art of Living, Alexander Nehamas argues that Michel de Montaigne, Friedrich Nietzsche, and Michel Foucault undertook a particularist art of living—a unique project of self‐construction. In so doing, argues Nehamas, they based their lives on the life of Socrates, that quintessentially ironic character. To this list of self‐fashioning philosophers, I add Fernando Pessoa, the twentieth‐century Portuguese writer. I argue that Pessoa, via the writings of his heteronyms, also took Socrates as the model for constructing a self. Moreover, Pessoa (...) employed all three kinds of irony that Nehamas argues is present in Plato’s writing, and did so not just to investigate the nature of the self, but to question its very existence. This is Pessoa’s formulation of the problem of the self. But Pessoa also borrowed from Nietzsche’s views on multiplicity, redeploying them in order to fabricate multiple selves. Pessoa’s solution to the problem of the self thus consists in the heteronymic device, which acts as a deus ex machina, unifying the disparate fictional voices and establishing Pessoa as a new, authentic self. Accordingly, Pessoa borrows from both Platonism and anti‐Platonism, distinguishing himself from both, so as to contrive—and simultaneously exemplify—an original art of living. (shrink)

Modal agnosticism is the view that we must be agnostic about whether things could have turned out differently. I argue that claims about unrealised possibilities are not justified by our modal intuitions, nor are they justified by any of the means proposed by philosophers. It follows that we do not have merely metaphysical modal knowledge, and that we must adopt modal agnosticism.

On Western philosophy from the point of view of Burmese philosophers.

Green innovation plays a critical role in mitigating environmental issues and balancing the interaction between economic growth and the natural environment. Drawing on social network and resource-dependence theory, this article scrutinises the relationship between independent director interlocks and corporate green innovation. Using the data from listed Chinese companies from 2010 to 2022, this study finds that independent director interlocks can significantly promote corporate green processes and product innovation. This research further finds that internal corporate contexts can also influence the relationship (...) between independent director interlocks and green innovation. Moreover, the results indicate that corporate environmental commitment positively moderates the relationships between independent director interlocks and corporate green innovation. This study also provides significant implications for firms seeking green innovation performance and for policymakers seeking ways to fulfill the mission of carbon dioxide abatement. (shrink)

Within the Ideological Surround Model of the social sciences and religion, so-called “universal” perspectives within the psychology of religion can dialogically clarify and be clarified by the “particular” elements of Muslim commitment. This study developed new scales for operationalizing the experience and behavior of Pakistani Muslims during Ramadan. In a sample of university students, one set of experiential factors apparently facilitated, whereas another interfered with the practices of Ramadan. Intrinsic and Extrinsic Personal Religious Orientations correlated with greater and the Extrinsic (...) Social motivation with lower levels of involvement in Ramadan. Relative to these religious orientation measures, Ramadan experience scales displayed incremental validity by explaining additional variance in Ramadan behavior. Women proved to be more religious than men. At the most general level, these data further supported the dialogic assumptions of the Ideological Surround Model of research in the psychology of religion. (shrink)

Mostly consists of works composed in Tibetan, with translations into Mongolian, on the Soyombo script.

A modern classic of Universal Sufism that explores the mystical dimensions of music-and the musical dimensions of mysticism. Music, according to Sufi teaching, is really a small expression of the overwhelming and perfect harmony of the whole universe-and that is the secret of its amazing power to move us. The Indian Sufi master Hazrat Inayat Khan (1882-1927), the first teacher to bring the Sufi mystical tradition to the West, was an accomplished musician himself. His lucid exposition of music's divine (...) nature has become a modern classic, beloved not only by those interested in Sufism but by musicians of all kinds. This newly reissued edition includes a foreword by Pir Zia Inayat Khan, Hazrat Inayat Khan's grandson and the current leader of the Inayati Order, the widespread Western Sufi organization that Hazrat Inayat Khan founded. (shrink)

Consumer buying behavior is an important aspect in every marketing strategy to produce maximum output from the market. This study aims to determine how advertisement affects consumer buying behavior and brand loyalty by considering a mediator between brand awareness and the moderating role of perceived quality. For this purpose, this study targets the rising cosmetics industry. This study used the purposive sampling technique to collect data from 300 respondents with the help of an online survey method via Google doc. The (...) partial least squares structural equation modeling PLS-SEM was applied to verify the hypotheses relationships. The findings have confirmed that advertisements substantially predicted brand awareness, brand loyalty, and consumer buying behavior. Furthermore, brand awareness partially mediated the association of advertisement with brand loyalty and consumer buying behavior. Also, perceived quality is significantly moderated on the association of brand awareness with brand loyalty and consumer buying behavior. Based on such findings, this study has contributed to the literature and provided new insights into the practical implications alongside the future roadmap of the survey. (shrink)

A Theory of Universal Democracy empowers cultures and communities across the world to custom design democracy in consonance with their traditional values. For example, the book makes concrete proposals for Muslim countries to democratize their constitutions without accepting Western values and without violating the principles of Islamic law. More importantly, Universal Democracy further develops the idea of Free State, which the author first presented in his previous book, The Extinction of Nation-States (Kluwer, 1996). The proposed fusion of Universal Democracy and (...) Free State is designed to revolutionize the classical theory of government and to offer a new paradigm that accommodates both universality and uniqueness. Scholars, teachers and students of international law, constitutional law, legal theory, and Islamic law will find this book a source of valuable ideas. (shrink)

: The modern era may be deemed as that of scientific and technologicaldevelopment but peace and harmony among the people remain elusive. Thetwo world wars, Palestinian problem, bombing of world twin towers, invasionof Muslim countries by Americans and allied forces, and the continuous bloodshedding of humanity in one form or another in different parts of the world, allthese horrifying phenomena prove lack of political will on the part of UnitedNations. Had religions in the strife-torn regions played their crucial role, therewould (...) never have occurred bloodshed of the humanity. Judaism, Christianity,and Islam account for the big majority in the world today and have so manythings in common, especially essential human values guided by two universalprinciples, unity of God and unity of man. The Ten Commandments in theTorah, confirmation of the Mosaic Law in the Bible, and reconfirmation of theMosaic and Biblical instructions in the Qur’an still hold the significance forcreating peace and harmony among people of the three creeds. (shrink)

Moral foundations theory provides a theoretical framework for understanding the universal and societal aspects of morality. The focus thus far has been on understanding the influence of group categories on moral foundations by controlling for relevant factors and then examining the unique contribution of a single factor. Although this type of analysis was critical to demonstrate the efficacy of the Moral Foundations Theory and Moral Foundations Questionnaire, the current study examines moral responses from the intersection of culture, ethnic identity and (...) gender group membership in the United States and India. Significant results suggest that moral foundations are better understood through a multiple group identity perspective and that the MFQ is equipped to capture differences in moral foundations within subgroups. (shrink)

Code switching is defined as the use of two or more languages or varieties of language in conversation. It is a general phenomenon in Pakistani society. This research was conducted through a qualitative descriptive method; it produces descriptive data in the form of code switched sentences from editorial of Urdu newspaper. In this research paper I discussed code switching in editorial of an Urdu newspaper. Daily Khabrain Newspaper was selected for this purpose. One week newspapers were collected for research from (...) 1st January, 2020 to 7th January, 2020 to analyze code switching in editorial. In this research paper I discussed code switching in editorial of an Urdu newspaper. Aims and Objectives are; in this research paper I discussed code switching in editorial of an Urdu newspaper. Research Question was what type of code switching is in editorial in Daily Khabrain Newspaper? Daily Khabrain Newspaper from first January 2020 to 7th January 2020 was collected for the analysis of language or code switching and its type in editorial. Through the analysis of data of newspaper it can be concluded that the type of code switching was intra sentential, word code switching and total integrated Urdu. (shrink)

_Unemployment poses a significant threat to Pakistan's economy alongside other global countries. The current study tries to determine the substantial determinants affecting unemployment in the country. Data was retrieved from the worldwide development indicator (WDI) and worldwide governance indicators (WGI) by employing Time series analysis from 1996 to 2021. Augmented Dicky Fuller and Philips-Perron Unit root test were employed to check the stationary of the data. To figure out the short-run and long-run cointegration among variables, the model Autoregressive distributed lag (...) (ARDL) was applied. Findings indicate that all variables were statistically significant. Inflation, FDI and GDP are negatively affecting unemployment. While population growth, external debt and governance index have a positive association with unemployment. Growing population and external debt are substantial contributors to unemployment, while governance reveals inadequate effectiveness in addressing this challenge. Study recommended to improve FDI and GDP growth in Pakistan to reduce unemployment. Furthermore, govt stability and effective policies are necessary to overcome the problem of unemployment._. (shrink)

Keyword extraction refers to the process of selecting most significant, relevant, and descriptive terms as keywords, which are present inside a single document. Keyword extraction has major applications in the information retrieval domain, such as analysis, summarization, indexing, and search, of documents. In this paper, we present a novel supervised technique for extraction of keywords from medium-sized documents, namely Corpus-based Contextual Semantic Smoothing. CCSS extends the concept of Contextual Semantic Smoothing, which considers term usage patterns in similar texts to improve (...) term relevance information. We introduce four more features beyond CSS as our novel contributions in this work. We systematically compare the performance of CCSS with other techniques, when implemented over INSPEC dataset, where CCSS outperforms all state-of-the-art keyphrase extraction techniques presented in the literature. (shrink)

This paper draws a correlation between processes of research and drawing by analyzing the formation of emotional content and stylistic representation in art. The paper suggests that research process fundamentally involves a systematic development of understanding on a particular issue through a process of rational inquiry. The research outcome or an intellectual understanding is therefore nothing more than a thoroughly investigated form of a hypothesis/ premise/ theory/ idea that has undergone a careful process of scrutiny, comparison and evaluation. On similar (...) grounds, drawing process also involves a systematic development of form in which adjustments are made with the help of nonverbal reasoning till the final form is evolved. The development of form in drawing becomes a systematic rational process but operates at a subconscious plane; reason is substituted by aesthetic sensibility. It is suggested that aesthetic sensibility is a judgment that the human mind tailors through the use of non-verbal criteria of evaluating the beautiful and ugly. The paper develops a theoretical model in the light of above and then applies it to analyze various drawing conventions used by Sadequain in figurative treatment. (shrink)