Vijay Kumar Reddy P

Education

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  Indian Institute of Technology Jodhpur

  2021 - 2023

  Master of Technology - MTech Computer Science and Engineering 7.00

  Title: High-Resolution Image Enhancement Using Cycle-in-Cycle GANFocused on improving low-resolution images from the challenging DIV2K dataset by developing a Cycle-in-Cycle Generative Adversarial Network (GAN) architecture.Designed and implemented a custom loss function to optimize the model's ability to reconstruct high-fidelity images with enhanced clarity and detail.Conducted extensive evaluations, achieving significant improvements in image resolution and quality, enabling… Show more Title: High-Resolution Image Enhancement Using Cycle-in-Cycle GANFocused on improving low-resolution images from the challenging DIV2K dataset by developing a Cycle-in-Cycle Generative Adversarial Network (GAN) architecture.Designed and implemented a custom loss function to optimize the model's ability to reconstruct high-fidelity images with enhanced clarity and detail.Conducted extensive evaluations, achieving significant improvements in image resolution and quality, enabling seamless downstream analysis and decision-making.The project addressed critical challenges in super-resolution, offering a robust and scalable solution applicable to domains like medical imaging, satellite imagery, and real-time processing.Key Contributions:Innovated a new loss function tailored to balance perceptual quality and pixel accuracy.Delivered a scalable framework for real-world applications requiring precise image reconstruction. Show less

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  Sree Vidyanikethan Engineering College

  2015 - 2019

  Bachelor of Technology - BTech 7.84

  Title: Analysis of Electric Field Distribution in 110 kV Composite InsulatorsInvestigated the uneven aging of composite insulators caused by non-uniform electric field distribution in medium and high-voltage applications.Conducted a hydrophobicity test to analyze the shed dimensions of 110 kV silicone rubber insulators with four different weather shed configurations.Simulated the insulator models under clean and uniformly polluted surface conditions using ANSOFT software based on… Show more Title: Analysis of Electric Field Distribution in 110 kV Composite InsulatorsInvestigated the uneven aging of composite insulators caused by non-uniform electric field distribution in medium and high-voltage applications.Conducted a hydrophobicity test to analyze the shed dimensions of 110 kV silicone rubber insulators with four different weather shed configurations.Simulated the insulator models under clean and uniformly polluted surface conditions using ANSOFT software based on the Finite Element Method (FEM).Studied the maximum electric field intensity and its location for various surface conditions to optimize the performance of composite insulators.Delivered insights to improve the design and durability of composite insulators in adverse environmental conditions.This project highlights expertise in electrical power systems, finite element modeling, and simulation-based design optimization. Show less