Volume 10 | Issue 4 |

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Drownnig Detection, Object, Alart

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Nowadays, face recognition is a reliable and accurate access control technique which is used along with other biometric methods. Face recognition is a process of recognizing the face sample of particular person from the set of face samples stored in the system. It can be done by converting images into digital binary representation to extract features using various techniques. In this paper, we propose a real time face recognition system which implemented using VGG16 architecture of Convolutional Neural Networks (CNN) and Transfer Learning. Convolutional Neural Networks are special type of deep learning neural networks which mainly used for image classification. OpenCV open-source library is used for image pre-processing. The experimental results indicates that an average accuracy of 97- 99% is achieved and hence this is one of the best methods for face recognition.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Face Recognition, Convolutional Neural Networks, Deep Learning.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

License Plate Recognition was a computer system that recognizes any digital image automatically on the number plate. This system includes various operations such as taking pictures, localizing the number pad, truncating characters and OCR from alphanumeric characters. The main idea of this system is to design and develop effective image processing techniques and algorithms to localize the license plate in the captured image, to divide the characters from that number plate and to identify each character of the segment by using the Open Computer Vision Library. This has been implemented in K-NN algorithm and python programming language. Many applications can be implemented by using this system, such as security, highway speed detection, violation of light, identification of handwritten text, discovery of stolen cars, automatic fee collection systems.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

License plate, Computer Vision, Pattern Recognition, Python, OCR, Email.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Licence: creative commons attribution 4.0

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Sentiment, feelings, flaws, application programming interfaces.

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Creative Commons Attribution 4.0 and The Open Definition

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In recent years, Coronaviruses, a large family of viruses, have grown extremely prevalent, communicable, and harmful to the whole human race. It transmits from person to person by exhaling infected breath, which deposits virus droplets on various surfaces, which are subsequently breathed by another person, who contracts the illness. As a result, we must safeguard ourselves and others around us from this predicament. We may take safeguards like keeping social distance, washing hands every two hours, using sanitizer, and, most importantly, wearing a mask. Wearing a mask in public has grown quite widespread in recent years all around the world. Due to its high population in a short space, India is the most afflicted and terrible situation. This study presents a technique for detecting whether or not a face mask is used in offices or any other workplace with a large number of individuals. For this, we employed a convolutional neural network. The model was trained on a real-world dataset and successfully tested using live video streaming. The model's accuracy is further tested using several hyperparameters and many persons at various distances and locations inside the picture. Face Mask Detection, Convolutional Neural Network, MobileNetV2, Corona Virus Precaution are some of the terms used in this paper.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

MobileNetv2, Facemask, CNN, Covid19.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Differential Evolution (DE) is a simple, rapid, and numerically robust evolutionary optimization approach. The DE algorithm is a population-based algorithm, similar to a genetic algorithm that employs comparable operators, such as crossover, mutation, and selection. The DE method is simple to apply to a wide range of real-valued situations. DE utilized in this work to tackle two engineering optimization problems in the literature. The approach presented in this article compared to other well-known conventional optimization method. According to the results obtained, the convergence speed of DE is much faster than that of the other approaches. As a result, the DE algorithm appears to be a potential method for solving engineering optimization issues.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Evolutionary Algorithms, Differential Evolution, Optimization, Genetic Algorithms

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The Internet of Things is a network of connected physical objects that can communicate and exchange data without human intervention. As a result, the Internet of Things is considered an "information society infrastructure". The IoT infrastructure used accurate sensors and seamless connectivity to assist in the collection and analysis of real-time information, enabling effective decision making. By using this technology, we present the idea of Security Monitoring System for Remotely Isolated Areas is an IOT-based system that uses the Internet for various purposes. The proposed system shows the existence of a person if it is located on the premises and provides more security by capturing and recording activities on the frames after intruder is detected. When leaving the facility, the user enters a password to activate the system. The operation of the system starts with motion detection, presuming it is because of an intruder, then reports the presence of people to the owner. The corresponding notification will also be sent to Users via SMS. The hardware implementation of the proposed system Supported by Raspberry Pi. Meanwhile, the software used is OpenCV (for video surveillance), Raspberry Pi camera Module for surveillance and GSM module (for SMS notifications).

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

IoT, Smart Surveillance, Raspberry Pi, OpenCV.

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Creative Commons Attribution 4.0 and The Open Definition

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In Online Blood Donor Management System is the support function of an organization and it means having the right object, at the right place, in the right time.The main motto behind this project is to provide desired way of blood donation with Availability of blood as needed so that the user can place his order for blood Requirement whenever needed, to fulfil this requirement all possible ways of Donation and information of availability are put up at a single platform with Tracking of active camps facility. For entire website development HTML, CSS, Bootstrap, JavaScript are used for designing and PHP for backend database Connectivity. The report contains detailed information about methodology, research and process of developing the website.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Online Blood Management, Blood donation, Web Development, camps, donor activities.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

An Android Automatic Question Paper Generator App is project for college officials to automatically generate papers from an existing Questions Database table by applying constraints to automatically select questions from the database. System has a feature to process different paper sets by default. It takes all the tedious work and makes the manual work quick and effective. The software is very useful for auto nomos institutes for Internal Assessment and Semester Paper. The Application will use the database to compile a questionnaire where the database can contain thousands of queries. Every user will its own database where he can add, update and remove questions from Database. At the end teacher can send the question paper to students through mail 5 min before exam starts.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Android, Descriptive questions, Paper PDF, Question Paper

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Food Detection, UI, Recipies, Chef Booking.

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Creative Commons Attribution 4.0 and The Open Definition