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sumukhmarathe/
sketch-generation-dissertation

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High-Fidelity Image Generation from Arbitrary Abstract Sketches

MSc Dissertation Research ProjectAuthor: Sumukh MaratheSupervisor: Prof. Yi-Zhe Song (SketchX Group, University of Surrey)Date: 2025

Project Overview

This repository contains the complete implementation, documentation, and results for the dissertation project on sketch-conditioned image generation with abstraction-aware adaptive conditioning. Core Question: How can sketch-conditioned image generation be… See the full description on the dataset page: https://huggingface.co/datasets/sumukhmarathe/sketch-generation-dissertation.