This page provides information about the projects undertaken by SWTube, a software club at Kyung Hee University, during the years 2020 to 2021.

2020: LOL Highlight Extractor [Leader of the audio team]

Project Objective: Automatically extract highlight videos using the source material from the popular game 'League of Legends' official videos.

2021: Darkest Cave (Game Development and Engine Development Project) [Leader of the Game Design Team and Senior member of the Gameplay Team]

Project Objective: Develop a game that combines elements of horror and metroidvania, from the ground up, including the game engine.

On this page, you will find a brief introduction and details about some of the roles I undertook. For more comprehensive information, please refer to our GitHub repository and the following articles.

Team Information : SWTube

Writer : JinYeob Kim

👀 [2020] LOL Highlight Extractor

LOL Highlight Extractor

Please refer to the document above for detailed information.

Team 1: Video Analysis

• Utilized open-source OCR technology to extract text from videos.
• Calculated the importance of extracted text frame by frame and determined Highlight scores to decide whether it's a highlight or not.

Team 2: Video Highlights

• To identify highlights, checked for the usage of summoner spells and champion ultimate abilities.
• Utilized OpenCV to compare original and in-game images, assigning highlight scores.
• Frames with scores above a certain threshold were considered highlights, and adjacent frame information was stored.

Chat Team:

• Extracted highlight data from Twitch chat data obtained through Twitch developers, using time, keywords, and word similarity.