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Full-Text Articles in Physical Sciences and Mathematics
Yoda – Your Only Design Assistant, Siddharth Kulkarni
Yoda – Your Only Design Assistant, Siddharth Kulkarni
Master's Projects
Converting user interface designs created by graphic designers into computer code is a typical job of a front end engineer in order to develop functional web and mobile applications. This conversion process can often be extremely tedious, slow and prone to human error. In this project, deep learning based object detection along with optical character recognition is used to generate platform ready prototypes directly from design sketches. Also, a new design language is introduced to facilitate expressive prototyping and allowing the creation of more expressive and functional designs. It is observed that the AI powered application along with modern web …
Smartphone Gesture-Based Authentication, Preethi Sundaravaradhan
Smartphone Gesture-Based Authentication, Preethi Sundaravaradhan
Master's Projects
In this research, we consider the problem of authentication on a smartphone based on gestures, that is, movements of the phone. Accelerometer data from a number of subjects was collected and we analyze this data using a variety of machine learning techniques, including support vector machines (SVM) and convolutional neural networks (CNN). We analyze both the fraud rate (or false accept rate) and insult rate (or false reject rate) in each case.