Gyanateet Dutta

Master's student in CS & AI at the University of Leeds with a focus on video game technology, GPUs, and computer graphics.

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About Me

Hi there! I'm Gyanateet, a passionate gamer and technology enthusiast. I love exploring the fascinating worlds of computer graphics, machine learning, and quantum computing. Join me on this exciting journey as we delve into the cutting-edge advancements shaping our future.

Gyanateet Dutta

Projects

Project 1

Lora Dreambooth

LoRA adaption weights for stabilityai/stable-diffusion-xl-base-1.0, trained on an anime finetuning dataset with varied artstyles.

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Project 2

Anime-Realism Art Generation with JAX Diffusers

Ranked 8th in the JAX Diffusers Event by Hugging Face and Google Cloud, created a control net for anime-realism art style generation using JAX and TPU v4 MXUs.

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Research

Research 1

Improved Pothole Detection with YOLOv7 and ESRGAN

This paper proposes a unique algorithm to use low-resolution cameras for automatic pothole detection using SR through SRGANs, establishing a baseline performance with the YOLOv7 network.

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Research 2

Solving The Travelling Salesmen Problem using HNN and HNN-SA algorithms

A study on the Travelling Salesman problem, addressing it with Hopfield Network and comparing it to other algorithms for solving graph theory problems.

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Get in Touch

I'm always excited to connect with fellow enthusiasts and collaborate on interesting projects. Feel free to reach out to me through any of the channels below: