Daehwan Yeo

Computer Science Honours student (2026) specialising in 3D medical image segmentation.

Category

coursework

Performance in HPC: Gnuplot & ARM map

3 minute read

Today’s workshop focused on exploring performance in a hybrid MPI/OpenMP application using tools such as Gnuplot and ARM Forge MAP.

Reflection on MP

6 minute read

Notes on the COMP3007 Machine Perception assignment and my reflection.

Reflection on Capstone Project

4 minute read

Short reflection on the year-long capstone computing project sequence, ISAD3000 and ISAD3001.

AI Ethics

2 minute read

Quick reference notes for the COMP3007 AI ethics content.

3D Perception

6 minute read

3D perception extends 2D vision into depth and spatial structure. Instead of just asking “what is in this image?”, we ask: “what does the 3D world look like?”

Motion and Tracking

6 minute read

Tracking extends perception from single images to video and dynamic scenes. Instead of just asking “what is this?”, we now ask: “where is it over time?”

Image Segmentation

6 minute read

Image segmentation divides an image into meaningful regions so that each region corresponds to a distinct object or part of an object.

Object Detection

6 minute read

Object detection goes beyond whole-image classification. It asks what objects are present and where they are, usually via bounding boxes.

Machine Learning for MP

8 minute read

Machine learning is the stage in the pipeline where features become decisions.

Feature Extraction

7 minute read

Feature extraction turns raw pixels into numerical descriptors that a machine can compare, match, and classify.

ALGOL and Pascal

2 minute read

Notes from the COMP2007 Lecture, and online resources.

Data Similarity and Distance

2 minute read

Similarity and distance measures are central to clustering, classification, and retrieval tasks.

Feature Detection

3 minute read

Feature detection in computer vision, progressing from points and patches to edges and lines.

Data Processing

2 minute read

Data preparation is a critical step in transforming raw, messy real-world data into a format suitable for data mining algorithms. Poor preparation leads to u...

Image Processing

3 minute read

High-quality machine perception requires understanding image formation, anticipating imperfections, and applying suitable processing techniques.

Introduction to Data Mining

2 minute read

Data mining bridges data and knowledge, combining cleaning, analysis, and modeling to deliver actionable insights in real-world applications.

Reflection on ML

less than 1 minute read

Short reflection of the COMP3010 Machine Learning unit.

Reflection on HCI

1 minute read

Short reflection of the ICTE3002 Human Computer Interface unit.

Reflection on WAF

less than 1 minute read

Short reflection of the COMP3011 Web Application Frameworks unit.

Deployment with AWS

2 minute read

Notes from the summary of COMP3011 Lecture 11, and online resources.

Self-Supervised Learning

2 minute read

Notes from the summary of COMP3010 Lecture 10, labs, and online resources.

Transformers and Beyond

3 minute read

Notes from the summary of COMP3010 Lecture 8, labs, and online resources.

Node.js and Express

2 minute read

Notes from the summary of COMP3011 Lecture 6, 7, and online resources.

Neural Networks Details

3 minute read

Notes from the summary of COMP3010 Lecture 6, labs, and online resources.

Bootstrap components

1 minute read

Notes from the summary of COMP3011 Lecture 4, 5, and online resources.

Neural Network Basics

2 minute read

Notes from the summary of COMP3010 Lecture 5, labs, and online resources.

Framework and Django

2 minute read

Notes from the summary of COMP3011 Lecture 1, 2, 3 and online resources.

Linear Classification

3 minute read

Notes from the summary of COMP3010 Lecture 3, labs, and online resources.

Introduction to OS

less than 1 minute read

Notes from the summary of COMP2006 Lecture 1, labs, and online resources.

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machine-learning

Reflection on ML

less than 1 minute read

Short reflection of the COMP3010 Machine Learning unit.

Self-Supervised Learning

2 minute read

Notes from the summary of COMP3010 Lecture 10, labs, and online resources.

Transformers and Beyond

3 minute read

Notes from the summary of COMP3010 Lecture 8, labs, and online resources.

Neural Networks Details

3 minute read

Notes from the summary of COMP3010 Lecture 6, labs, and online resources.

Neural Network Basics

2 minute read

Notes from the summary of COMP3010 Lecture 5, labs, and online resources.

Linear Classification

3 minute read

Notes from the summary of COMP3010 Lecture 3, labs, and online resources.

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machine-perception

Reflection on MP

6 minute read

Notes on the COMP3007 Machine Perception assignment and my reflection.

AI Ethics

2 minute read

Quick reference notes for the COMP3007 AI ethics content.

3D Perception

6 minute read

3D perception extends 2D vision into depth and spatial structure. Instead of just asking “what is in this image?”, we ask: “what does the 3D world look like?”

Motion and Tracking

6 minute read

Tracking extends perception from single images to video and dynamic scenes. Instead of just asking “what is this?”, we now ask: “where is it over time?”

Image Segmentation

6 minute read

Image segmentation divides an image into meaningful regions so that each region corresponds to a distinct object or part of an object.

Object Detection

6 minute read

Object detection goes beyond whole-image classification. It asks what objects are present and where they are, usually via bounding boxes.

Machine Learning for MP

8 minute read

Machine learning is the stage in the pipeline where features become decisions.

Feature Extraction

7 minute read

Feature extraction turns raw pixels into numerical descriptors that a machine can compare, match, and classify.

Feature Detection

3 minute read

Feature detection in computer vision, progressing from points and patches to edges and lines.

Image Processing

3 minute read

High-quality machine perception requires understanding image formation, anticipating imperfections, and applying suitable processing techniques.

Back to top ↑

web-app

Reflection on WAF

less than 1 minute read

Short reflection of the COMP3011 Web Application Frameworks unit.

Deployment with AWS

2 minute read

Notes from the summary of COMP3011 Lecture 11, and online resources.

Node.js and Express

2 minute read

Notes from the summary of COMP3011 Lecture 6, 7, and online resources.

Bootstrap components

1 minute read

Notes from the summary of COMP3011 Lecture 4, 5, and online resources.

Framework and Django

2 minute read

Notes from the summary of COMP3011 Lecture 1, 2, 3 and online resources.

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notes

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technology

AARP site visit

1 minute read

A quick reflection of the AARP site visit on the 9th Wed, July.

Reflection on AWSome Day Online Conference

1 minute read

On this day, I completed the AWSome Day Online Conference and deepened my understanding of AWS cloud technologies. The three‑hour workshop highlighted the im...

Introduction to Model Context Protocol(MCP)

2 minute read

What is MCP? Model Context Protocol (MCP) is an open standard that allows AI models to connect to external tools and data sources seamlessly—without the need...

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data-mining

Data Similarity and Distance

2 minute read

Similarity and distance measures are central to clustering, classification, and retrieval tasks.

Data Processing

2 minute read

Data preparation is a critical step in transforming raw, messy real-world data into a format suitable for data mining algorithms. Poor preparation leads to u...

Introduction to Data Mining

2 minute read

Data mining bridges data and knowledge, combining cleaning, analysis, and modeling to deliver actionable insights in real-world applications.

Back to top ↑

programming-languages

ALGOL and Pascal

2 minute read

Notes from the COMP2007 Lecture, and online resources.

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operating-systems

Introduction to OS

less than 1 minute read

Notes from the summary of COMP2006 Lecture 1, labs, and online resources.

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human-computer-interface

Reflection on HCI

1 minute read

Short reflection of the ICTE3002 Human Computer Interface unit.

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capstone-project

Reflection on Capstone Project

4 minute read

Short reflection on the year-long capstone computing project sequence, ISAD3000 and ISAD3001.

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maths

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high-performance-computing

Performance in HPC: Gnuplot & ARM map

3 minute read

Today’s workshop focused on exploring performance in a hybrid MPI/OpenMP application using tools such as Gnuplot and ARM Forge MAP.

Back to top ↑