CrossViT COVID-19 FYP - Implementation Guide

Project Overview

Student: Tan Ming Kai (24PMR12003)
Program: Bachelor of Computer Science (Honours) in Data Science
University: TAR UMT, Penang Branch, Malaysia
Academic Year: 2025/26
Supervisor: Angkay A/P Subramaniam

Project Title: Multi-Scale Vision Transformer (CrossViT) for COVID-19 Chest X-ray Classification Using Dual-Branch Architecture

Core Philosophy: COMPLETION OVER PERFECTION

• Target: Pass with 50%+ (not publication-quality)
• Approach: Working code > Optimal code
• Timeline: Must complete within semester
• Constraint: NVIDIA RTX 6000 Ada Generation (51GB VRAM) VRAM (consumer hardware)

Quick Reference