Volume 11 | Issue 4

 Abstract

In India, where it affects 7% of the world's population and accounts for 2 million child deaths annually, or approximately 23% of the global burden of pneumonia, the World Health Organization (WHO) estimates that pneumonia accounts for one out of every three deaths. An aching X-ray radiograph may typically be examined by a highly trained consultant to identify pneumonia. By allowing models to achieve high accuracy with little training data, the strong method of transfer learning has fundamentally altered the field of deep learning. Top to bottom examination of move learning in profound brain networks is introduced in this exploration. It discusses the main concepts and applications of transfer learning, as well as its benefits and drawbacks, in general.

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Transfer learning, deep neural network, machine learning, natural language processing, Pneumonia

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????,?????????, ????? ???????, ???.??????????, '???? ???', ?????, ?????? ??????, ??????, ?????????

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The automatic coil winding machine system is designed to enhance the motor's coil winding. The goal of this project is to replace manual coil winding machines with automatic ones. It will solve the issue of the time required to make coils. With this system, winding a coil will be faster. This system will take less time for winding coil. This technology can be applied to a variety of applications, such as winding coils for transformers, inductors, motors, chokes and others. By utilizing this system, the industry person can reduce the time needed for coil creation by employing this technology. This technique can also be applied to lower manufacturing costs and boost productivity. The components of an automatic coil winding machine include a digital display for the number of turns, ON and OFF controls, and a spot for the user to submit an order. The goal of the project is to reduce the labor and time involved in making coils.

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Coil winding, Arduino Uno, DC motor, Shaft, Pulley, Automation

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 Abstract

Now a days, monitoring healthcare by 24x7 and apothecary services needs a large cost and manpower. This, added with the intrinsic absentmindedness of human being can result in severe flaws, frequently leading to carelessness, dangerous situations and depression. Often we cannot understand the damage we impose on our body by not taking medicines on time, putting off intake or leaving in halfway on the whole, or wrongly taking the wrong quantity. Some of the key areas have been aided by automation and technology to eliminate human fault. The proposed medication update and gadget incorporate a few compartments for holding distinctive sorts of drugs, for example, tablets, containers and so on.

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Arduino Uno , Arduino Mega, G.S.M module, Stepper Motor, C language

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Abstract: Women Empowerment is essential for the betterment of any country's future. Women empowerment implies the ability in women to take decisions with regard to their life, work and giving equal rights to them in all spheres like personal, social, economic, Political, legal and so on. Without women empowerment we can't eradicate injustice, gender bias and inequalities in our society. Empowerment acts as a powerful tool against exploitation and harassment of women. It is a great means to get adequate legal protection for women. The empowerment of women has become one of the most important concerns of 21st Century not only at national level but also at the international level also. Women empowerment is a strong instrument to eliminate the discrimination and all forms of violence against women and girl child. It is building and strengthening partnership with civil society particularly women's organizations. Women empowerment is essence for the up liftmen of society by the way of enforcement of Constitutional and legal provisions and safeguarding the rights of women.

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Keywords: Benefits of Women, Gender Equality, Uniform Civil Code, Legal and Constitutional Status.

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The major goal of this initiative is to help the blind walk normally by providing them with acoustic support and addressing their mobility issues. As a result, the initiative attempts to create a tool that could act as a navigational aid for them. The study focuses on creating a tool that will enable visually impaired (or blind) people to travel more easily and independently. One of the largest challenges that people with visual impairments encounter is travelling because, unlike sighted people, they are less aware of their location and direction in relation to traffic and other impediments as they walk both indoors and outdoors. The technique suggested in the research provides a remedy for those who are blind. The idea consists of smart shoes that warn visually impaired persons of impediments in their path and may enable them to walk without colliding as much. This paper's major goal is to present a dependable solution that includes a shoe that can connect with consumers via audio alert and pre-recorded messages. Unlike other creatures, they encounter hurdles along the road.

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ESP8266, APR33A3 module, Fire sensor, Ultrasonic, Panic, etc.

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The implementation of a movable road divider using IoT (Internet of Things) involves the integration of smart technology with traditional road safety measures. The objective is to create a road divider that can be moved to adjust the flow of traffic and to prevent accidents. This system consists of sensors, controllers and actuators that work together to detect and respond to changes in traffic flow. The sensors monitor the traffic flow and communicate with the controllers, which process the data and send signals to the actuators to adjust the position of the road divider. The use of IoT technology allows the system to be remotely controlled and monitored, providing real-time updates to traffic authorities. This paper presents the design and implementation of a movable road divider using IoT, highlighting its benefits in terms of safety, efficiency, and cost-effectiveness.

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Road Divider, traffic density, ESP32, Ultrasonic Sensors, DC motor, L298N motor driver.

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AIM- To assess the health-related quality of life of 13-18 years old with cerebral palsy in Mumbai and Navi Mumbai. OBJECTIVE- To analyse various domains of quality of life of 13-18 year olds with cerebral palsy using cerebral palsy quality of life teens questionnaire proxy report. METHODOLOGY- It is a cross sectional survey study using CPQOL teens questionnaire proxy report which will be filled by 60 caregivers of 13-18year old boys and girls with Cerebral Palsy who are able to walk with assistance upto GMFCS level 2 admitted to special schools and reside in Mumbai and Navi Mumbai. The caregivers will rate each question on a scale of 1-9 which will be recorded as per the questionnaire values for each number of likert scale and algebraic mean for each of the domains was calculated. RESULTS- The CP-QOL Teens questionnaire proxy report revealed that on the basis of the scores of participants SOCIAL WELLBEING was the strongest domain while FEELINGS ABOUT FUNCTIONING was the weakest domain. CONCLUSION- The study provides an brief discription of quality of life in 13-18year old with cerebral palsy in Mumbai and Navi Mumbai.

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KEYWORDS: Cerebral Palsy, Quality of life.

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The architectural designs of today's structures often feature numerous flaws that cannot be avoided. The structure is more susceptible to natural disasters like earthquakes because of these flaws. The behavior of irregular buildings during seismic events is examined in the current study. Nonlinear static analysis is used to evaluate the effectiveness and susceptibility of the irregular building models taken into consideration. Building reaction to earthquakes is a challenging, dynamic, nonlinear, three-dimensional challenge. It is generally acknowledged that the most accurate method for modelling the reaction of structures exposed to high levels of seismic excitation is nonlinear time-history analysis. This analytical approach may replicate the inherent inelastic dynamic behavior of structures and is founded on strong fundamental ideas. As a result, the combination of analysis accuracy and simple modelling allows for the reduction of the sense of complexity associated with nonlinear dynamic analysis. Modelling presumptions are explored together with their effects on the nonlinear time-history analyses' numerical outcomes, which were found to be in strong accord with the findings of the experiments. According to the study, it is advised that Time History method analysis of multi-story RCC buildings become important to assure safety against earthquake force. In the case of irregular buildings, the angle of seismic force incidence is significant. Even though the building structure is safe when assessed and developed in accordance with design code requirements, the incidence of seismic action makes it more vulnerable. For this reason, it is crucial to examine the behavior of the considered models while taking the incidence angle of earthquake forces into consideration using parametric test. By taking into account various earthquakes, nonlinear dynamic analysis has been done in various directions to establish the critical angle of incidence, which is comparable to the response spectrum of the Indian standard code. In the current research, nonlinear dynamic analysis of high-rise RCC buildings is explored, taking into account various seismic intensities, as well as the seismic reactions of such buildings. ETABS software is used to model the building under examination while taking into account various seismic intensities. With the help of time history analysis, dynamic structural response to loads can be evaluated linearly or nonlinearly and may vary depending on the chosen time function.

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Time History Analysis, Irregularity, Multistory Building Non-Linear Dynamic Analysis, Seismic Zones, Shear wall, ETABS Software

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bioplastics, sustainable, pre-treatment, bamboo, sugarcane

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Abstract: The main focus of this paper is to find out the significant effect of the BBC Learning English app on enhancing the learner's language skills, especially speaking skills. BBC Learning English application is an English learning app used to help English pronunciation to enrich learners speaking ability. Learning English speaking through mobile apps is an easy task for learners. It encourages self-learning. Learners can understand the contents from anywhere and anytime. They can download the series and learn in offline mode, also. Learners expressed an interest in receiving instruction in good pronunciation. Some students didn't pay any attention to accents while speaking. The researcher noticed that the speaker's articulation was unfamiliar, So the researcher started guidance with the basic sound patterns using mobile apps. BBC Learning English provides audio and video lessons for learners. The researcher used an experimental method and used a speaking test as the instrument. In collecting data, the researcher recorded the voice of the learners. The recordings were held in two parts - pre-test and post-test. The sample of this research is conducted on tertiary level or undergraduate students of BCA (Bachelor of Computer Application). The researcher asked the students to read a paragraph in the pre-test and post-test. The researcher observed the learner's pronunciation of voiceless consonants and how they pronounced words in the pre-test and post-test. This Broadcast learning English makes the students more confident.

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BBC Learning English App, Speaking, Pronunciation, Self-learning, voiceless consonants.

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 Abstract

People interact with systems more and more through voice assistants and chatbots. The days of solely engaging with a service through a keyboard are over. These new modes of user interaction are aided in part by This research will investigate how advancements in Artificial Intelligence and Machine Learning technology. are being used to improve many services. In particular it will look at the development of chatbots as a channel for information distribution. This project aimed to implement a web-based chatbot to assist with online food delivery applications , using tools that expose artificial intelligence methods such as natural language understanding. Allowing users to interact with the chatbot using natural language input and to train the chatbot using appropriate methods so it will be able to generate a response. The chatbot will allow users to view all their personal information all from within the chatbot In an industry with low user satisfaction rates and limited technology to increase accessibility. It is clear the chatbot overcomes the challenges food delivery applications face to increase the use of their services and gain a competitive edge over leading competitors.

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A.I, Machine learning, NLP

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Web-AI is a web-based platform that offers a range of artificial intelligence services to users. With the growing demand for AI-based solutions, Web-AI aims to provide a comprehensive and user-friendly platform for individuals and businesses to utilize. The platform provides a variety of AI services such as a simple prediction system, OCR, speech-to-text, sign language detection, emotion recognition, and image Up-scaling.Web-AI is a powerful and comprehensive platform for individuals and businesses looking to leverage the latest AI technologies. The platform is designed to be user-friendly, accessible, and optimized for performance and accuracy. With its range of AI services, Web-AI provides a one-stop-shop for all AI-related needs, making it an invaluable resource for anyone looking to utilize AI for their personal or professional needs.

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 Keywords

Artificial Intelligence, Machine Learning, Supervised Learning, OCR, Speech-to-text, Sign Language Detection, Emotion Recognition, and Image Up-scaling.

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Today, the battlefield is an essential element of any national security. One of the main roles played by an army soldier. Various measures were taken to protect the soldiers. Therefore, for their safety, they can use many instruments to observe their health. Bioprobe systems include different types of biosensors, delivery systems, and processing capabilities, facilitating low-cost, non-invasive wearable health monitoring solutions. GPS is used to find the longitude and latitude so that location of the soldier can be easily known. These devices are attached to weapons and clothing, and some armies like the Israeli army are exploring the possibility of integrating GPS devices into soldiers jackets and uniforms so that base stations can monitor their soldiers in real time scenarios.

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Heartbeat Sensor, Temperature sensor, GPS

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Robots are increasingly being used in the hospitality business, with applications ranging from artificially intelligent chat-bots aimed to aid with customer service to robot assistants. Part of the reason why robots have become a prominent technological trend in the hospitality business is that concepts like automation and self-service are becoming increasingly important in the customer experience. The usage of robots has the potential to enhance speed, cost-effectiveness, and even accuracy. Chat-bots, for example, enable a hotel or travel firm to give 24/7 help via online chat or instant messaging systems, even when staff is absent, resulting in incredibly fast response times. Meanwhile, a robot employed at check-in can expedite the entire procedure.

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 Keywords

LCD screen, WI-FI module, Bluetooth module, Temperature sensor, telegram.

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 Abstract

Diabetes mellitus is a common non communicable disorder of the developing countries. The worldwide prevalence of Diabetes mellitus has arisen dramatically over the past two decades, Diabetes Mellitus is a group of metabolic diseases in which a person has high blood sugar, either because the pancreas does not produce enough insulin, or because cells do not respond to the insulin that is produced. All forms of diabetes increase the risk of long-term complications. These typically develop after many years, but may be the first symptom in those who have otherwise not received a diagnosis before that time. The research approach selected for the study is Quasi experimental research design [ one group pre and post test with control group ]. 60 patients were selected through Nonprobability - Convenient Sampling Technique. In that 30 were assigned as experimental and 30 were assigned as control group. The tool developed and used for data collection was structured interview and observation schedule. First data was collected from experimental group and then followed by control group. Pre test fasting and post prandial blood sugar was measured in experimental and control group before intervention. 25 gm of sprouted fenugreek seeds was administered in early morning before breakfast for clients in experimental group for 28 days. The conceptual framework based on modified J.M.Kenny's open system model. The collected data were analysed based on the above mentioned objectives using descriptive and inferential statistics. The findings of the study showed that there was a significant (P<0.001) reduction in blood glucose level after administering sprouted fenugreek seeds in experimental group.

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sprouted fenugreek seeds, blood glucose level, type 2 diabetes mellitus.

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: Automation is a great solution of this problem. So we make an autonomous floor cleaning robot that operated by internet of things and Arduino Nano programming. Ultrasonic sensor is the most important component for autonomous floor cleaning robot because ultrasonic sensor works as eyes of robot. Ultrasonic sensor useful for turning of robot by sense the obstacle or wall. Sensing distance range of robot set by Arduino Nano programming. In this range robot sense the obstacle and turn back. Households of today are becoming smarter and also more automated. Home automation delivers convenience and creates more time for people. Domestic robots are entering the homes and peoples daily lives, but it is yet a relatively new and immature market. However, a growth is predicted and adoption of domestic robots is evolving. Several robotic vacuum cleaners are available on market but only few ones implement wet cleaning of floors. Purpose of this project is design and implement a Vacuum Robot Autonomous and Manual via Phone Application named as blynk. Vacuum Cleaner Robot is designed to make cleaning process become easier rather than by using manual vacuum. The main objective of this project is to design and implement a vacuum robot prototype by using Arduino Nano, motor driver Ultrasonic Sensor and to achieve the goal of this project. Vacuum Robot will have several criteria that are user-friendly.

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FLOOR CLEANER USING AURDUINO AND BLUETOOT

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The project's goal is to create a women's safety device that makes use of a number of cutting-edge technologies to guarantee the user's safety. A Node MCU microcontroller, a GPS module, a GSM module, a camera module, a fingerprint scanner, and a buzzer are all components of the gadget. When an emergency arises, the system uses the GPS module to track the user's location and the GSM module to transmit an SOS alert to the user's registered emergency contacts. The camera module records pictures and videos of the surroundings, which can help find the offender. The smartphone has an additional layer of protection thanks to the fingerprint scanner, which makes sure that only authorised users can use it. In the event of an emergency, the buzzer can be used to.

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NodeMCU ,Camera, Finger Print Scanner, Buzzer, GSM, GPS

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 Abstract

Attendance marking in a classroom during a lecture is not only an onerous task but also a time-consuming one. Due to an unusually high number of students present during the lecture, there will always be a probability of proxy attendance(s). Attendance marking with conventional methods has been an area of challenge. The growing need for efficient and automatic techniques for marking attendance is a growing challenge in the area of face recognition. In recent years, the problem of automatic attendance marking has been widely addressed through the use of standard biometrics like fingerprint and Radiofrequency Identification tags, etc., However, these techniques lack the element of reliability. In this proposed project an automated attendance marking and management system is proposed by making use of face detection and recognition algorithms. Instead of using conventional methods, this proposed system aims to develop an automated system that records the student's attendance by using facial recognition technology. The main objective of this work is to make the attendance marking and management system efficient, time-saving, simple, and easy. Here faces will be recognized using face recognition algorithms. The processed image will then be compared against the existing stored record and then attendance is marked in the database accordingly. Compared to the traditional attendance marking system, this system reduces the workload of people. This proposed system will be implemented with 4 phases Image Capturing, Segmentation of group image and Face Detection, Face comparison and Recognition, and Updating of Attendance in the database.

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 Keywords

Attendance Management, Computer Vision, Deep Learning, Human Face Images.

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 Abstract

Swami Dayanand Saraswati is world famous as a great scholar of Veda Shastras, social reformer and promoter of Arya Samaj. He was the first person of this era, who legislated for compulsory education for all and implemented it by making a revolutionary declaration of equal right to education for human beings. He is the first Indian who propounded the principle of equality of man and equal opportunity for all in the modern era. A new era in the development of Indian nationalism begins with the religious and social reform movements of the 19th century. At this time the society was polluted by evils such as Sati Pratha, Caste system, Child Marriage, idol worship, untouchability etc. At this time, due to the propaganda being done by Christian missionaries, people's attention was getting attracted towards Christianity and they were becoming indifferent towards Hinduism. At this time there was a renaissance in the country and various reformers made many improvements in the social and religious condition of the country, due to which the construction of modern India was encouraged. Swami ji enlightened the glorious past of India and inspired the countrymen to rise above their exploited condition and move towards the future. Swami Dayanand Saraswati got more fame as a social reformer than in any other field. Swami Dayanand's first main task towards social reform was to oppose untouchability. Swami ji believed that in the absence of proper education, all-round development of any country cannot be possible. Swami ji emphasized on the character building of the youth and taught them the lesson of true illegal fearlessness. Swami ji used to emphasize on the upliftment of the entire human race in his social thoughts, he also supported the Vedic ashram system. Swami Dayanand considered education important in the context of the unity of the country and rendered the fact that Hindi language must be prevalent in the whole country to unite the country in the thread of unity. Swami Dayanand Saraswati was in favor of compulsory education. He emphasized on adopting such an education system which is completely national and which produces such citizens who have a sense of duty and responsibility towards the society. Swami Dayanand was not only a religious reformer, he also felt acutely the political plight of India's subjugation. Dayanand was the first to raise the voice that self rule should be established in India by ending foreign rule. According to Swami Dayanand, Vedas are the only evidence to know the truth. Whatever is according to the Vedas is true and whatever is against the Vedas is untrue. According to him, religion cannot be many because God is one, therefore religion is also one. Swami Dayanand believed in such a religion which is universal and whose principles are accepted as truth by all human beings. Swami Dayanand gave a liberal interpretation of religion and emphasized on one God.

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 Keywords

Equality, Propaganda, Religion, Reformer, Liberal, Upliftment, Untouchability

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