DRSR@DA-IICT: Recent submissions
Now showing items 301-320 of 1148
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Clickbait detection using deep learning Techniques
(2020)With the growing shift towards news consumption primarily through social media sites like Twitter, Facebook etc., most of the news agencies are prompting their stories on social media platform. These news agencies are ... -
Image aesthetic assessment using deep learning
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Image aesthetic assessment is defined as to classify the image in aesthetically good images and aesthetically bad images. In era of digital media, video and images has impact more in human life. Image aesthetic assessment ... -
Mobile messaging and analytics web application with third party API integration
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Mobile messaging is one of the best application to reach out the customers. If companies like banking sector, health sector aspire to instruct their customers who are having limited insight on technology or current affairs, ... -
Fraud detection in teen patti
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Octro Inc is one of the fastest-growing mobile gaming companies around. It aims to develop productive applications for mobile devices. The company is engaged in creating mobile gaming platforms. Some of their recent gaming ... -
DOOH automation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)As time proceeds the way of advertisement also changes. In the early days Indians used handmade posters on fabrics, Egyptians used papyrus to make sales messages and wall posters. By the invention of the printing press, ... -
Light weight end to end pipeline for ingesting documents into UDR
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)The work describes here is to create an end to end data pipeline with open source tools and technologies available, we have used Nifi which is ETL (Extract, Transform and load) tool to ingest the data and transform it using ... -
Out of home advertising platform
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Out Of Home advertising is about passing the particular message to consumers when they are at public places, commuting to work, or waiting at places(elevators or bus stops). Traditional OOH formats include billboards, ... -
Bayesian networks : Bayesian learning in neural networks and autoencoders
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)In traditional neural networks, we have fixed weights and biases that determine how input is transformed into an output. In a Bayesian Neural Network (BNN), all weights and biases have a probability distribution attached ... -
Acyclic edge colouring of subgraphs of hypercubes
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Acyclic edge colouring is a very important combinatorial optimization problem, which many researchers are currently working on. Acyclic edge colouring is assignment of colours to vertices or edges of the graph such that, ... -
Exposure of MR physics throughout automation of test cases
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)The project aims at manual testing of requirements and automating it. Requirements are generated based on MR software. MR software is key to Magnetic Resonance Imaging (MRI) scanners, the medical device that make images ... -
Wind turbine management system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Wind turbine power generation quantity is increasing at a much faster rate day by day in the field of power systems. And wind turbine failures lead to crucial financial losses. Therefore, it is very important to apply ... -
Verification of multi-PHY SerDes IP
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)This report gives a brief explanation of PHY interfaces and its sub-modules. It gives an overview of PMA , PCS Raw and the sequence of PHY initialization. The role of SerDes with its main components is elaborated to ... -
Avatar retargeting
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Human Motion analysis has variety of applications including animation and content creation. In order to extract human motion and apply it to other character with different body structure and limb sizes, we require to have ... -
Applications of deep-learning at digital communication receiver
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)Modulation and demodulation are fundamental modules for communication systems. The modulation techniques — Offset QPSK (OQPSK), p/2 BPSK, p/4 QPSK and GMSK — are frequently applied in the power-constrained wireless ... -
Remaining useful life prediction and bug triaging using machine learning techniques
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)In the field of engineering, it’s become important to understand machines and components of it, not only in terms of how they are performing currently but also how their performance degrades over time. Breakdown of a machine ... -
Augmenting dialogue generation using dialogue act embeddings: a transfer learning approach
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)The following work looks at contemporary end-to-end dialogue systems with the aim of improving dialogue generation in an open-domain setting. It provides an overview of popular literature in the domain of dialogue generation, ... -
Implementation of SMAP and sentinel microwave signal based algorithm for high resolution soil moisture
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)In this study, we retrieve high-resolution soil moisture (SM) using an active-passive algorithm by merging Sentinel-1 C-band radar data with SMAP L-band radiometer measurements. Soil moisture is helpful in agricultural, ... -
Image captioning using xception
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)The main aim of the project was to create a model that generates the captions. The captions must be syntactically correct and semantically true. Also the goal was to create a new model that can achieve outstanding results ... -
Data warehousing and analytics for chatbot
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)For businesses it has become mandatory to solve the issues and problems that the customers are facing to ensure the customer loyalty. Man has always looked to take help of machines to remove human intervention and once ... -
Design of leaf cell layouts for memory compiler
(Dhirubhai Ambani Institute of Information and Communication Technology, 2019)Digital layouts are designed in such a way that it should have minimum area and hence lesser delay.On the contrary analog layouts are made using best matching technique so as to provide same environment to each transistors.In ...