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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 ...
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 ...
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 ...
Machine learning in financial data EPS estimates
(2020)
The project “EPS Estimates” is as the name suggests a work on Earnings Per Share figures released by companies annually and quarterly. The whole project is intended to come up with a better consensus methodology for EPS ...
Comparison and analysis of channel coding schemes for 5G mobile communication
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
This thesis aims to do a Detailed investigation of the performance of Convolutional, Turbo, Low-Density Parity-Check (LDPC), and Polar codes which are the high-performance channel coding schemes for 5G mobile communication. ...
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, ...
Commonsense validation and explanation
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
Common-sense reasoning[1] is a field of artificial intelligence and machine learning that focuses on helping computers understand and interact with people more naturally by finding ways to collect these assumptions and ...
Energy parameters measuring system
(Dhirubhai Ambani Institute of Information and Communication Technology, 2020)
Optimized Solutions Ltd design, configure and integrate Automated Test Equipment, Monitoring & Automation solutions using IOT and conventional technologies. An ISO 9001:2015 company with esteemed clientele in Aerospace, ...
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 ...
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 ...