Yilguk Seo πŸš€

Yilguk Seo πŸš€

AI Researcher

Recent posts

μ‹œμž‘

10 minute read

μ‹œμž‘ν•˜κ²Œ 된 이유 λŒ€μ²΄ 뭘 μ‹œμž‘ν•˜λŠλƒμ— λŒ€ν•œ 닡은. μƒκ°μ˜ 정리 및 μ‚΄λ©΄μ„œ λ“œλŠ” 생각듀 및 μΌν•˜λ©΄μ„œ 느꼈던 것에 λŒ€ν•œ νšŒκ³ μ΄λ‹€. μ™œ μ‹œμž‘ν•˜κ²Œ λ˜μ—ˆλŠ”κ°€. μΌν•œμ§€ 1년이 μ§€λ‚˜κ³  λ‚΄ λ”΄μ—λŠ” μΌν•˜λŠ” ν™˜κ²½λ„ 크게 λ°”λ€Œμ§„ μ•Šμ•˜μ§€λ§Œ, μ’…μ „κΉŒμ§€λŠ” 혼자 μΌν•˜κ³  μ±…μž„μ§€λŠ” ν™˜κ²½μ—μ„œ μ•„λ§ˆλ„ νŒ€μ›λ“€μ„ κΎΈ...

ML Flow Tutorial

less than 1 minute read

MLOps 반볡적인 μž‘μ—…μ„ ν•΄μ†Œν•  수 μžˆλŠ” 방법이면 λ‹€ MLOps 의 μ˜μ—­μœΌλ‘œ κ°„μ£Όν•œλ‹€.

Windows gitlab ssh

less than 1 minute read

Execute git bash by windows key command ssh-keygen Enter file in which to save the key (μƒμ„±μœ„μΉ˜ μ •ν•˜λŠ” 파트) 기본경둜둜 ν•  μ˜ˆμ •μ΄λ―€λ‘œ ENTER ...

Git bash & conda in Windows

less than 1 minute read

Go to conda.sh location such as C:\Users\{your_username}\anaconda3\etc\profile.d Open git bash here by right click as Git ...

Kaggle - Sartorius Cell Instance Segmentation

less than 1 minute read

Overall Entered around 2 weeks before the competition ends. Get used to implementing Detectron2 with custom data First Instance Segmentation Task

Git Reset Modes: soft, mixed, hard

less than 1 minute read

commit을 resetν•΄μ„œ 이전 commit μ§€μ μœΌλ‘œ λŒμ•„κ°ˆ ν•„μš”κ°€ μžˆλŠ” κ²½μš°κ°€ μ‘΄μž¬ν•œλ‹€.

Heart Datathon 2021

less than 1 minute read

Detection Metrics Dice Coefficient \[Dice = \frac{2 |A∩B|}{(|A|+|B|)} = \frac{2 TP}{(2 TP + FP + FN)}\]

NoonBody SemanticSegmentation

1 minute read

Task: Semantic Segmentation of Body labels are come from DensePose. Using these body labels, inference body parts.

Conda Vs. Pip

less than 1 minute read

conda 둜 ν™˜κ²½ λ§Œλ“€μ–΄μ„œ torch install을 conda둜 ν–ˆλ”λ‹ˆ cuda Falseκ°€ λ˜λ²„λ €μ„œ 버전 λ¬Έμ œμΈμ€„ μ•Œμ•˜λ”λ‹ˆ pip install 둜 ν•˜λ‹ˆ 문제 없이 cuda μ‚¬μš© κ°€λŠ₯ν•˜κ²Œ λ˜μ—ˆλ‹€.

OpenSlide Usages

less than 1 minute read

OpenSlide lib μ‚¬μš©λ°©λ²•

Setup Env with conda

less than 1 minute read

λŒ€νšŒλ§ˆλ‹€ νŒ¨ν‚€μ§€ 버전 μ΄μŠˆκ°€ μžˆμ„ 수 있기 λ•Œλ¬Έμ— λŒ€νšŒ μ°Έμ—¬ν•  λ•Œλ§ˆλ‹€ λ‹€λ₯Έ conda ν™˜κ²½μ„ λ§Œλ“€μ–΄μ£Όκ³  μ‹œμž‘ν•˜λŠ”κ²Œ μ’‹λ‹€κ³  μƒκ°ν•œλ‹€.

Heap Sort Implementation

2 minute read

μ½”λ“œ κ΅¬ν˜„ 원칙 μˆ˜λ„μ½”λ“œλ³΄κ³  κ΅¬ν˜„ μ‹€νŒ¨μ‹œ, μ½”λ“œλ³΄κ³  μ½”λ©˜νŠΈ 달고 μž‘μ„±ν•΄λ³΄κΈ° μž¬κ·€λ‘œ κ΅¬ν˜„ μ™„μ„± iterative version κ΅¬ν˜„ν•˜κΈ°

Quick Sort Implementation

1 minute read

Pseudo Code 기쀀점(pivot)을 μ •ν•œλ‹€. (4가지 방법 쑴재) Always pick first element as pivot. Always pick last element as pivot (implemented below) ...

Bubble Sort Implementation

less than 1 minute read

Pseudo Code adjacent elements 끼리 λΉ„κ΅ν•œλ‹€. μ–΄λ–»κ²Œ sortedκ°€ λ˜μ—ˆλŠ”μ§€ νŒλ‹¨ν•˜λŠ”κ°€(μ’…λ£Œμ‘°κ±΄) 2-1. 첫 passλ₯Ό ν†΅κ³Όν•˜λ©΄ λ§ˆμ§€λ§‰ μ›μ†ŒλŠ” 무쑰건 κ°€μž₯ 큰 μ›μ†Œκ°€ 됨 2-2. λ”°λΌμ„œ pass ν•  λ•Œλ§ˆλ‹€ λ’€μ—μ„œλΆ€ν„° 정렬이 λ˜λŠ” μ•Œκ³ λ¦¬μ¦˜ 2-...

design scroll bar

less than 1 minute read

https://ansohxxn.github.io/blog/scrollbar/