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Hi there πŸ‘‹

πŸ”­ Tech Stack

Python PythonAnywhere PyTorch TensorFlow WandB Jupyter MySQL Flask Django

🌱 I’m currently learning ...

  • XAI (eXplainable AI)
  • HCI (Human-Computer-Interaction; not only Computer, but also AI)
  • FL (Federated Learning)
  • ViT (Vision Transformer)
  • Multi-Modal
  • Tech Stack for Big Data : Hadoop, NoSQL, Spark
  • Offline Reinforcement Learning

πŸ“‘ Papers

  • Win Prediction in MOBA Games Using Time-Series Location Data: Case Study in League of Legends (LoL) google scholar link
  • ConvLSTM-based Particulate Matter Concentration Prediction Using Meteorological Data Imagification Reflecting Location of Weather Station

πŸ‘― Contributed project ...

  • assiCT : Brain hemorrhage detection & explaining using XAI (Lime Explainer)
  • LolPAGO : E-sports Realtime Coaching Service (@League of Legends)
  • D2ar Diary : It's a service that sympathizes with the diary using GPT
  • Tool's Riot : Lane Meta Analytics Using EDA (@League of Legends)
  • FishScope : Weight Estimation Using Stereo Bbox Matching
  • League Replay Extractor : CV based automated Game Replay Data Extractor

sykim1106's Projects

deepleague icon deepleague

(Open Source) Computer Vision + Deep Learning + League of Legends

fedlearning-parkinglot-ai icon fedlearning-parkinglot-ai

μ—°ν•©ν•™μŠ΅μ„ ν†΅ν•œ μ£Όμ°¨μž₯ μ‹€μ‹œκ°„ 만차/μ—¬μœ  감지 λ”₯λŸ¬λ‹ λͺ¨λΈ

for_rallo icon for_rallo

에어맨이 μ“°λŸ¬μ§€μ§€ μ•Šμ•„.

javastudy18-1 icon javastudy18-1

18λ…„ 여름방학 μžλ°” λΏŒμ‹œκΈ° ν”„λ‘œμ νŠΈ!

lego2me icon lego2me

AI technology to make Lego characters by analyzing the clothes and physical gender you are wearing.

lol_easyapi icon lol_easyapi

번거둜운 request 과정을 μƒλž΅

pass icon pass

PASS : LoL(League of Legends) "Player-Action-Scoring-System" using Offline Reinforcement Learning from Replays

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