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Design and implementation of low power processor design using RISC-V ISA
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
This thesis, represents a design in which the processor is made to work once or twice on occurrence of external signal, therefore the processor remains idle most of the time. Unlike the processor used in mobile phones, ...
Image question and answering
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
In the past few years, Question Answering on Images has achieved a lot of attention from researchers. It is a must-researched topic, since it covers both the domain of Computer Vision and Natural Language Processing. Recent ...
Monkey detection using deep learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
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Multi-crop classi cation using hyperspectral data: comparison of classical machine learning and convolutional neural network techniques
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
Hyperspectral remote sensing is one of the most exciting elds of remote sensing with the enormous size of data due to high spectral resolution. Hyperspectral data has both spatial and spectral components making a datacube ...
Investigation of emerging graphene field effect transistors for low power applications
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
The onset of VLSI industry started with big sized chips with some thousand number of transistors incorporating several functionalities. Transistor dimension used then was some hundreds of micometer. This has stepped towards ...
Segmentation and classification: optical character recognition algorithms to enhance the accuracy
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
OCR (Optical Character Recognition) is a well known algorithm for the conversion of machine printed or handwritten text images to machine-encoded text. As the word "Optical" is related to light or vision, an OCR system ...
AgriChain: supply-chain management for agri foods using Block-chain technology
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)
Agriculture is India's most important sector which accounts for 18% of country's GDP. A conventional agricultural supply chain in India involves complex interconnected processes between various stakeholders before it reaches ...
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 ...