Volume 9 | Issue 6 |

 Abstract

The main goal of computer vision is to identify and recognize different objects of various size, shape and position. The major problems faced by the computer vision is the illumination and the viewpoint of the object, Concerning this multiple studies on detecting and recognizing objects that showed a high level of accuracy and precision on these tasks. To facilitate object detection online the proposed work allows the user to track the movement of any cultured object of his/her choice. The user can even choose the colors of his choice to be displayed. By running the Application, the camera is activated thus enabling the user to draw in the air just by waving the tracker object. The drawing is also simultaneously visible on the white window. Instructor can choose any color of his choice displayed above to draw and also can clear the screen when needed. We will be using the computer vision techniques of OpenCV and Python to build this Application

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

OpenCV, Object Tracker, Computer Vision, Python

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Following the emergence of Severe Acute Respiratory Syndrome (SARS) in 2002 and Middle East Respiratory Syndrome (MERS) in 2012, the world is now combating third large scale outbreak caused by coronavirus, the Coronavirus Disease 2019(COVID-19). Since Dec 2019, the global pandemic caused by highly infected novel coronavirus 2019(COVID-19) has been rapidly spreading. In this review we summarize the current diagnostic tools and therapeutic strategies for covid-19.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

COVID-19, Severe Acute Respiratory Syndrome Corona Virus 2 (SARS CoV-2), Diagnosis, Treatment, Vaccines.

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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

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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

Posrtrual trachycardia syndrome(POTS), midodrine hydrochloride, blood pressure, dizziness and fainting,

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The COVID-19 coronavirus has had a wide range of effects on countries, communities, and individuals, ranging from school closures to health-care insurance concerns, not to mention deaths. As governments struggle to address these issues, a slew of blockchain-based solutions has sprung up to address the global health epidemic. Blockchain is a distributed, immutable record that allows for faster transactions. The practice of recording transactions and tracking assets in a corporate network is known as transaction recording and asset tracking. Intellectual property, patents, and copyrights are examples of intangible assets that are not physical, such as a house, cash, or land. In an ideal scenario, blockchain would provide an immutable ledger containing real-time, shared, and completely transparent data that could only be viewed by members of a permissioned network. Pharmaceutical supply chains are intricate. Using blockchain to ensure pharmaceutical traceability and compliance with the Drug Supply Chain. Existing healthcare blockchains are being built with patient data management in mind. Management, insurance, provider directories, and worker credentialing are all things that need to be considered. In this article, we will look at how blockchain has influenced healthcare and pharmaceuticals during the pandemic, as well as blockchain applications in these two industries.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Blockchain, immutable, tangible, intangible, pharmaceuticals, credentialing.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Abstract: Sublethal effects of endohyper on biochemical constituents were studied in Mystus vittatus for the period of ten days. M.vittatus exhibited maximum tolerance up to 0.006ppm concentration. In the sublethal concentration (0.002ppm) protein, carbohydrate, lipid content of muscle and liver were reduced and acid and alkaline phosphatase enzyme activity were increased when the days of exposure increased

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Mystus vittatus, Endohyper, Protein, Carbohydrate, Lipid.

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The project is about handwriting digital recognition which is one of the most important processes in pattern recognition applications. Some of the digital recognition requests are email filtering, processing of bank checks, data entry form, etc. The aim of our project is to create an efficient algorithm that can accurately detect handwritten and collected digits from scanners, tablets and other digital devices. This project discusses the solution to part of the problem as we limit the limit to only handwritten digits i.e. (0-9). We trained the model using Cumulative Neural Networks to obtain digital recognition. We have used 'MNIST DATABASE' which contains training and testing set of handwritten digits (0-9) of size (28x28) of pixels i.e. 784 pixels. Our set of training data contains 60,000 and test data contains 10,000. The limit for this model will be if the outside digits (0-9) given to the model will not be able to detect and distinguish it and the model will only be able to predict numbers in black and white images

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 Keywords

Deep Learning, Convolution Neural networks, OpenCV, Tensorflow

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

The study looked at the economic impact of tourism on the Devangas weaver's community in Krishna District. The economic impact of tourism on residents is measured using a five-point Likert Scale. The current study is based on primary data collected at random from residents of specific locations. A questionnaire was used to interview respondents. The quantitative data is analyzed using econometric and non-econometric methods to determine the significant impacts on residents of the chosen destinations. The findings indicate that tourism development has a significant impact on the income, employment, and asset generation of Krishna District residents. Furthermore, policy recommendations are made in the paper.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Tourism, Local Resident, Economic Impact, Weaver's Community

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Loan prediction is a very common real-life problem that each retail bank faces at least once in its lifetime. If done correctly, it can save a lot of man hours at the end of a retail bank. Customers first apply for a home loan after that company validates the customer eligibility for the loan. The loan eligibility process (real time) can be automated based on customer details provided through for example filling an online application form. These details can be Gender, Marital Status, Education, Number of Dependents, Income, Loan Amount, Credit History and many more. Hence the goal is to identify the customer segments that are eligible and in fact germane for loan amounts so that they can be specifically targeted. In this first Phase, some preliminary operations were carried out to understand all the features clearly. Visualization of all the variables for instance Married, to determine whether the married tend to repay the loans back or the unmarried was done. Similarly Gender, Self Employed, Applicant Income, Credit History, and on Independent Variables like Education etc.. Plotting Box and Bar Plots. All the variables were normalized before Plotting and cross checked if it is Normal using graphs. Some of the Bivariate Analysis Include Loan Status and Education etc. Loan status is our Target Variable. Data cleaning includes dealing with missing values Mean (without outliers) and Mode (with Outliers) Replacement Method. Also Correlation is visualized using Heat map. In the Upcoming Phases, the plan is to progress further by performing feature engineering, Model Building using regression etc..

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Data Analysis, Visualization, Machine Learning, Loan Prediction, Retail Banking, Validation, Eligibility

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Creative Commons Attribution 4.0 and The Open Definition

 Abstract

Corona virus 2019 (Covid-19) is an infectious disease caused by SARSCoV-2 (severe acute respiratory syndrome) (SARSCoV-2). As a result, the World Health Organization (WHO) and nearly every country's health agency has recommended that the best medication for combating the COVID-19 pandemic is keeping social distance and quarantine. This pandemic has had a negative impact on practically every element of human life, as well as many business sectors and global areas. Another big issue is the bogus information epidemic (sometimes known as the "disinfo epidemic"), which is intensifying the pandemic. In these circumstances, blockchain technology can be used to discover health security problems, analyze preventive actions, and speed up decision-making processes so that action may be taken quickly and effectively. We begin by noting some of the broader issues that have developed throughout the COVID-19 outbreak.

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Creative Commons Attribution 4.0 and The Open Definition

 Keywords

Blockchain, Pandemic, Infodemic, WHO, Corana Virus(Covid-19), Vaccine

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Creative Commons Attribution 4.0 and The Open Definition