Volume 6 | Issue 3 |

 Abstract

The integration of artificial intelligence with Internet of Things (IoT) devices has opened new frontiers in real-time human-computer interaction, especially in emotion-aware systems. However, traditional facial emotion recognition (FER) models demand high computational power, making them unsuitable for resource-constrained edge devices. This paper presents a lightweight facial emotion recognition model optimized for deployment on a Raspberry Pi, enabling real-time emotion detection at the edge without relying on cloud servers. The proposed system utilizes a compact convolutional neural network (CNN) trained on the FER-2013 dataset, which is converted to TensorFlow Lite format for efficient inference. Facial regions are detected using OpenCV's Haar Cascade classifier, followed by on-device emotion classification into key categories such as happy, sad, angry, surprised, and neutral. The system also integrates with Adafruit IO to transmit emotion data over Wi-Fi for remote monitoring and IoT-based applications. Performance evaluation demonstrates low latency, reduced power consumption, and high accuracy in real-time conditions, confirming the suitability of Raspberry Pi for edge-deployed AI tasks. The proposed model has potential applications in smart homes, emotion-aware healthcare monitoring, and intelligent human-machine interfaces.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

- Facial Emotion Recognition, Raspberry Pi, Edge Computing, IoT Applications, Lightweight CNN, Real-Time Processing, TensorFlow Lite, OpenCV, Smart Devices, Human-Computer Interaction, Emotion Detection, Adafruit IO, Embedded AI, Deep Learning, Low-Power AI.

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The paper The Economics of Buddha: Right to Livelihood and Human Dignity, A Conceptual Exploration, is an attempt to explore the relationship between the Buddhist philosophy of right livelihood, mindfulness and the contemporary nuances of the concepts of right to livelihood and labour particularly the role of spiritual labour in economic framework. By revisiting the Buddha's teachings on right livelihood, it examines how Buddhist ethics can inform economic practices, focusing on the ethical dimensions of work, the role of spiritual labour, and the balance between material and spiritual well-being. The paper aims to shed light on how an integration of these principles into modern economic frameworks can lead to a more just, compassionate, and sustainable world promoting societal well-being. In doing so, it seeks to offer a vision of economic practices that nurture human dignity, foster societal well-being, and achieve a balanced coexistence between material and spiritual fulfilment. The challenges of jobless growth, economic inequality, and ethical labour practices are not just material concerns but also moral and spiritual issues. By revisiting the teachings of the Buddha, this paper aims to highlight the ways in which these age-old principles can contribute to the creation of a more harmonious and sustainable global economy.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Right Livelihood, Mindfulness, Spiritual Labour, Right to Livelihood, Human Dignity

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

This paper examines Karukku by Bama, a pivotal work in Dalit literature, as an atrocity narrative that not only highlights the social, religious, and educational oppression faced by Dalits, but also traces the author's journey from victimhood to self-empowerment. Through a personal yet collective lens, Bama narrates her life as a Dalit Christian, exploring the complex layers of caste discrimination within both society and the Catholic Church. The autobiography challenges conventional narratives by focusing on Bama's realization of the deep-seated casteism within the religious institution she joined, ultimately leading her to renounce Christianity and embrace her Dalit identity with pride. By rejecting victimhood, Bama reclaims her dignity and calls for a transformative Dalit consciousness, emphasizing the power of education and self-respect as tools of liberation. This paper highlights how Bama's narrative not only exposes the traumas of caste oppression but also serves as a clarion call for social change, presenting Karukku as a profound critique of caste, religion, and institutionalized injustice, while celebrating the strength and resilience of Dalit identity.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

From Oppression to Assertion: The Dalit Awakening

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Power transistors are fundamental components in modern electronic systems, playing a critical role in enabling efficient power conversion and control across a wide range of applications. These semiconductor devices are designed to handle high voltages and currents while maintaining reliability and performance, making them indispensable in industries such as automotive, renewable energy, industrial automation, and consumer electronics. This paper provides a comprehensive exploration of the design principles, diverse applications, and recent advancements in power transistor technology, offering insights into their evolving role in shaping the future of electronics. The discussion begins with an overview of the fundamental working principles of power transistors, focusing on the three primary types: bipolar junction transistors (BJTs), metal-oxide-semiconductor field-effect transistors (MOSFETs), and insulated gate bipolar transistors (IGBTs). Each type is analyzed in terms of its unique operating mechanisms, key performance parameters, and suitability for specific applications. BJTs, known for their high current-carrying capabilities, are often used in low-frequency and high-power applications. MOSFETs, with their high-speed switching characteristics, are ideal for power supplies and motor control systems. IGBTs, which combine the advantages of MOSFETs and BJTs, are widely used in high-voltage and high-current applications such as industrial drives and renewable energy systems. The paper also highlights the emergence of wide bandgap materials, such as silicon carbide (SiC) and gallium nitride (GaN), which are revolutionizing the field of power transistors. These materials offer superior thermal conductivity, faster switching speeds, and higher efficiency compared to traditional silicon-based transistors, enabling significant improvements in power conversion systems. The comparative advantages of SiC and GaN are discussed, along with their potential to address the growing demand for energy-efficient and high-performance electronic systems. In addition to exploring the technical aspects of power transistors, the paper delves into their diverse applications. Power transistors are essential components in power conversion systems, including switched-mode power supplies (SMPS) and inverters, where they enable efficient energy conversion and management. In the automotive industry, they play a critical role in electric and hybrid vehicles, facilitating efficient motor drives and battery management systems. In renewable energy systems, power transistors are used in solar inverters and wind turbine converters, contributing to the efficient harnessing and distribution of clean energy.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Power Transistors Bipolar Junction Transistors (BJTs) Metal-Oxide-Semiconductor Field-Effect Transistors (MOSFETs) Insulated Gate Bipolar Transistors (IGBTs) Silicon Carbide (SiC) Gallium Nitride (GaN)

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Environment plays a vital role in the survival of human beings as it consists of all those things and set of conditions which directly or indirectly influence the development or growth and quality of life of individual organisms. Despite of the fact, human are in very hurry to exploit the environment in the quest of making their life more comfortable and easy. Excess human intervention has adversely affected environment. Rapid population growth, globalization, industrialization and infrastructural developments are the causes of exploitation of natural resources which put strain on natural resources resulting in the degradation of our environment which compelled the legislature to frame the laws to protect the environment as it is the effective instrument to bring the change in the society. Thus, the aim of paper is know the concept of environment, its degradation, the factors responsible for the degradation of environment, what is the role of law and policies in safeguarding environment.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Environment, degradation, human intervention, law and policies

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Bhattarakadevashakra virchit Pratapakavyasya Sadvinsatisargasya Sampadanamadhyanamcha

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Bhattarakadevashakra virchit Pratapakavyasya Sadvinsatisargasya Sampadanamadhyanamcha

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract Bangalore, also known as Bengaluru, is facing a severe water crisis exacerbated by rapid urbanization, population growth, and climate change. The city's water demand far exceeds its supply, leading to critical shortages and over-extraction of groundwater. This abstract delves into the causes of Bangalore's water crisis, including inefficient water management, pollution of water bodies, and encroachment of lakes. It also explores potential solutions such as rainwater harvesting, wastewater recycling, lake rejuvenation, and policy reforms aimed at sustainable water usage. Addressing these issues requires a multifaceted approach involving government intervention, community participation, and technological innovation to ensure a sustainable water future for Bangalore. Detailed Analysis Causes of the Water Crisis 1. Rapid Urbanization and Population Growth: o Bangalore's population has surged over the past few decades, leading to increased water demand. 2 o Urban sprawl has resulted in the overuse of available water resources and inadequate infrastructure development to meet the growing needs. 2. Over-extraction of Groundwater: o With surface water sources being insufficient, reliance on groundwater has increased, leading to significant depletion. o Unregulated bore well drilling has exacerbated the situation, causing a drop in the water table. 3. Inefficient Water Management: o The existing water distribution system is plagued by leaks and outdated infrastructure, resulting in substantial water loss. o There is a lack of comprehensive planning and coordination among various water management authorities. 4. Pollution of Water Bodies: o Industrial discharge and untreated sewage have polluted many of Bangalore's lakes and rivers, rendering them unusable for drinking purposes. o Encroachment and dumping of waste in water bodies have further deteriorated the quality of available water. 5. Climate Change: o Irregular rainfall patterns and prolonged dry spells have affected the recharge of water sources. o Increased temperatures have led to higher evaporation rates, reducing the availability of surface water. o 3 6. Encroachment of Lakes: o Bangalore's lakes, which historically served as a major source of water, have been encroached upon for real estate development. o This has resulted in the loss of natural reservoirs and reduced groundwater recharge. Solutions to the Water Crisis 1. Rainwater Harvesting: o Promoting and implementing rainwater harvesting in residential, commercial, and industrial buildings can significantly augment the water supply. o Government policies should mandate rainwater harvesting systems in new constructions and encourage retrofitting in existing structures. 2. Wastewater Recycling and Reuse: o Treating and recycling wastewater for non-potable uses such as irrigation, industrial processes, and toilet flushing can alleviate the pressure on freshwater sources. o Establishing decentralized wastewater treatment plants in residential and industrial zones can facilitate efficient recycling. 3. Lake Rejuvenation: o Restoration and protection of existing lakes can enhance groundwater recharge and provide a sustainable water source. 4 o Community involvement and public-private partnerships can be instrumental in the maintenance and conservation of these water bodies. 4. Policy Reforms and Regulations: o Implementing stricter regulations on groundwater extraction and penalizing illegal borewell drilling can prevent over-extraction. o Developing a comprehensive water management policy that integrates various stakeholders, including government agencies, NGOs, and the public, is crucial for sustainable water governance. 5. Public Awareness and Community Participation: o Educating citizens about the importance of water conservation and efficient usage can foster responsible water consumption habits. o Community-driven initiatives, such as local water management committees, can play a pivotal role in monitoring and managing water resources. 6. Technological Innovations: o Utilizing advanced technologies like remote sensing and GIS for monitoring water resources and predicting water shortages can enhance planning and management. o Implementing smart water meters and leak detection systems can reduce water wastage and improve distribution efficiency. Addressing Bangalore's water crisis requires a holistic and integrated approach that combines policy measures, technological advancements, and active community engagement. Ensuring a sustainable water future for the city is not 5 only crucial for its residents but also for its economic and environmental well- being.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

KEY WORDS: Water Crisis, Bangalore, Urbanization, Population Growth, Groundwater Depletion, Water Management, Pollution, Climate Change, Lake Encroachment, Rainwater Harvesting, Wastewater Recycling, Lake Rejuvenation, Policy Reforms, Community Participation, Technological Innovations, Water Conservation, Sustainable Water Usage, Public Awareness, Water Supply, Water Demand, Introduction, Bangalore, often referred to as the Silicon Valley of India, has experienced exponential growth over the pas

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract: That long Silence emphasises that the women's suffering is due to the long silence that they maintain. The title That Long Silence is very suggestive as throughout the novel we see Shashi Deshpande expressing her shock at tendency of women to silent suffering and death. No one pays attention to their silent sacrifice. To ensure that women find their place in a world that is dominated by men, the novelist urges them to end their prolonged quiet. The protagonist's resolve to speak up and stop her prolonged silence at the end of the novel is a protest against the limitation forced on lives of the women.

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

silence, retrospection, accusations, loneliness

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Raheem Ke Kavya Me Ghar

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Raheem Ke Kavya Me Ghar

  License

Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Learning English language and English literature seems to bring about considerable questions of the benefits and the importance of so doing. Why should students who learn English language require learning English literature at the same time? The ultimate matter remains the same what is the very core of learning the subject? What are their relationships embrace? What, why, and how are we supposed to know that?

Licence: creative commons attribution 4.0

  License

Creative Commons Attribution 4.0 and The Open Definition

 Keywords

English language, English literature

  License

Creative Commons Attribution 4.0 and The Open Definition