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Predictive maintenance schedule
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
The transportation sector is an eminent and indispensable part of the development of an economy. An potent transportation system supports social and economic benefits and opportunities. When transportation systems are ...
Image and video super resolution using deep learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
The aim of the Super-Resolution (SR) technique is to recover the High Resolution (HR) image from a Low Resolution (LR) image. It has applications in many computer vision areas such as medical imaging, face recognition and ...
Application of smartphone sensing system for general and mental assessment of students
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
Smartphone has become a vital part of a human being and it has been used as an analytic tool, due to its ability to provide a context-aware system, which enables applications to infer context from sensor data and these ...
Design of low power interrupt driven RISC-V instruction set processor for embedded systems
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
This thesis presents a design for low power, interrupt driven processor compatible with RISC-V Instruction Set Architecture (ISA). The processor is designed to target the application of home automation systems. To accomplish ...
Export to PPT & certification recommendation system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
Export to PPT: Capturing screenshot of different Power BI reports and visuals and then adding then into PPT or PDF file along with some specific layout is time consuming process especially when it comes to be done on ...
Design and implementation power interrupt-driven processor using RISC-V ISA
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
From the past mistakes of popular ISA's and with the motivation to work on one of the most important abstraction layer, the RISC-V ISA steps forth to upend the status quo. Working towards a low power processor that entertains ...
Tyre pressure monitoring system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
The Tyre Pressure Monitoring System (TPMS) is mainly used to monitor in realtime tyre pressure while driving is an effective measure device for guaranteeing safe driving. The system helps to reduce pollution emissions, ...
Fuel monitoring system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
AssetTrackr provides fleet management solutions. AssetTrackr provides services[2] like Vehicle tracking, TPMS(Tyre Pressure Monitoring System), Over-speeding alert, Geofence Alert, Driver behaviour, Reports like movement, ...
Defending machine learning models against adversarial attacks using GANs
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
We have used Generative Adversarial Network (GAN) to defend against adversarial attacks. Pixel-wise and perceptual distance measures for images are used in the GAN training. We have used five different distance measures, ...
Network security using machine learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
Network Security is one of the major challenges for any organization. With the increase in cyber attacks, Network Security is also a point of concern for home users. Network Intrusion Detection Systems (NIDS) are widely ...