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Karan Naik's Projects

americansignlanguagedetection icon americansignlanguagedetection

American Sign Language is one of the predominantly used sign languages among all other global sign languages. It is natural language used by Deaf communities in the United States. The language is developed with the hand gestures, facial expression and motion. In this report, we present the way to detect the alphabets and digits by using Deep Convolution Neural Network. We also propose to use the pre-defined Deep Neural Network and compare the accuracy of AlexNet and VGG16 Net. We propose the implementation of the application to take the video of hand gestures and detect the alphabet and digits with an accuracy of approximately 98%. The proposed methodology is scalable and extendable to have multiple classification classes. The proposed methodology is flexible for taking input with a variety of RGB image sizes. The classification procedure is followed by pre-processing of images to extract reliable feature and remove noise if any.

currency-exchange-rates-app icon currency-exchange-rates-app

A simple currency exchange calculator built to demonstrate using redux with react hooks in this course: https://egghead.io/lessons/react-refactor-to-use-action-type-constants-and-action-creators-when-dispatching-redux-actions. Thanks Jamund for this course.

data-science icon data-science

"If you torture the data long enough, it will confess" #AllAboutDataScience

openmrs-assignments icon openmrs-assignments

I have worked and contributed on OpenMRS in the past 3 months. In my university last semester, there were more than 6 assignments on OpenMRS. I used to submit weekly report for it. I have uploaded these 6 assignments in total.

walknearn icon walknearn

This project is done in my 2nd semester while pursing Masters in Computer Science. (Anything copyrighted use of any material is purely for testing purpose)

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