Posts by Tag

• BOJ 12
• PyTorch 9
• CV 5
• Modeling 5
• Pstage-01 5
• Segmentation 5
• programmers 4
• gradient descent 3
• monitoring 3
• 경량화 3
• 선형대수 3
• autoencoder 3
• Multi GPU 2
• Object Detection 2
• Neural Network 1
• 확률 1
• DL 1
• AAE 1
• CV model 1
• CNN model 1
• transformer 1
• project template 1
• googlenet 1
• pretrained 1
• hyperparameter 1
• augmentation 1
• Generative model 1
• GAN 1
• 저작권 1
• Quant Trading 1
• kaggle 1
• AI Ethics 1
• Validationset 1
• WSSS 1
• annotation 1
• AutoML 1
• wandb 1
• github blog 1
• pruning 1
• MLOps 1
• Product Serving 1
• DL Flow 1
• Computer Networking 1
• colab 1

BOJ

[programmers] 가사찾기_binary search, trie 2022.03.18 Algorithm BOJ

[BOJ] 11404 플로이드_Binary Search 2022.02.17 Algorithm BOJ

[BOJ] 2110 공유기 설치_Binary Search 2022.02.15 Algorithm BOJ

[programmers] 실패율_sorting 2022.02.05 Algorithm BOJ

[BOJ] 14888 연산자 끼워넣기_DFS 2022.01.28 Algorithm BOJ

[programmers] 블록 이동하기_BFS 2022.01.27 Algorithm BOJ

[BOJ] 16234 인구 이동_BFS 2022.01.26 Algorithm BOJ

[BOJ] 1439 뒤집기_그리디 2022.01.24 Algorithm BOJ

[BOJ] 15483 최소 편집_DP 2022.01.22 Algorithm BOJ

[BOJ] 14501 퇴사_DP 2022.01.20 Algorithm BOJ

[BOJ] 1520 내리막 길_DP, DFS 2022.01.11 Algorithm BOJ

[BOJ] 1932 정수 삼각형_DP 2022.01.10 Algorithm BOJ

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PyTorch

HyperParameter Tuning - Ray 2021.08.20 Visualization hyperparameter Multi GPU PyTorch

Multi GPU 2021.08.20 DL Multi GPU PyTorch

PyTorch Model save & load 2021.08.19 Pytorch PyTorch

Weight & Biases - Monitoring tool for PyTorch 2021.08.19 Visualization monitoring PyTorch

Tensorboard - Monitoring tool for PyTorch 2021.08.19 Visualization monitoring PyTorch

PyTorch Dataset & DataLoader 기초문법 2021.08.18 Pytorch PyTorch

PyTorch nn.Module(Autograd & Optimizer) 2021.08.18 Pytorch PyTorch

PyTorch 소개 2021.08.17 Pytorch PyTorch

PyTorch 기초 문법 2021.08.17 Pytorch PyTorch

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CV

[CV Project] 마스크 착용 상태 분류 - check Point 정리🌓 2021.08.26 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - DenseNet 제출🌓 2021.08.26 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - DataSet🌓 2021.08.25 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - EDA🌓 2021.08.24 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - 시작🌓 2021.08.23 boostcourse CV Modeling Pstage-01

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Modeling

[CV Project] 마스크 착용 상태 분류 - check Point 정리🌓 2021.08.26 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - DenseNet 제출🌓 2021.08.26 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - DataSet🌓 2021.08.25 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - EDA🌓 2021.08.24 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - 시작🌓 2021.08.23 boostcourse CV Modeling Pstage-01

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Pstage-01

[CV Project] 마스크 착용 상태 분류 - check Point 정리🌓 2021.08.26 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - DenseNet 제출🌓 2021.08.26 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - DataSet🌓 2021.08.25 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - EDA🌓 2021.08.24 boostcourse CV Modeling Pstage-01

[CV Project] 마스크 착용 상태 분류 - 시작🌓 2021.08.23 boostcourse CV Modeling Pstage-01

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Segmentation

Segmentation Model(HRNet) 소개 2021.10.27 DL Segmentation

Segmentation Model(Unet,Unet++,Unet3+) 소개 2021.10.21 DL Segmentation

Segmentation Model(Deconv,SegNet,Unet,DeepLabV1,DilatedNet) 소개 2021.10.20 DL Segmentation

[Segmentation Task] Overview 2021.10.18 boostcourse Segmentation

FCN model - transpose convolution 2021.10.18 DL Segmentation

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programmers

[programmers] 다단계 칫솔 판매_노가다 2022.01.06 Algorithm programmers

[programmers] 조이스틱_greedy 2022.01.03 Algorithm programmers

[programmers] 매출 하락 최소화_DP 2021.12.29 Algorithm programmers

[programmers] 게임 맵 최단거리_BFS 2021.12.28 Algorithm programmers

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gradient descent

경사하강법 순한맛(gradient descent) 2021.08.02 DL gradient descent

경사하강법 매운맛(gradient descent) 2021.08.02 DL gradient descent

경사하강법을 이용한 선형회귀식 유도 2021.08.01 DL gradient descent

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monitoring

Weight anb Bias 시작 Code sample 2021.11.27 DL monitoring wandb

Weight & Biases - Monitoring tool for PyTorch 2021.08.19 Visualization monitoring PyTorch

Tensorboard - Monitoring tool for PyTorch 2021.08.19 Visualization monitoring PyTorch

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경량화

경량화 방법 : Pruning 2021.11.28 DL etc pruning 경량화

경량화 모델 찾기 : AutoML 2021.11.23 DL etc AutoML 경량화

DL의 경량화 필요성 2021.11.22 DL etc 경량화

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선형대수

[선형대수] 특이값 분해 2021.12.05 Linear Algebra 선형대수

[선형대수] 고윳값 분해 2021.12.05 Linear Algebra 선형대수

[선형대수] 행렬의 종류 2021.12.01 Linear Algebra 선형대수

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autoencoder

Autoencoder 기초(4/5) 2022.03.08 DL autoencoder

Autoencoder 기초(2/5) 2022.03.04 DL autoencoder

Autoencoder 기초(1/5) 2022.03.01 DL autoencoder

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Multi GPU

HyperParameter Tuning - Ray 2021.08.20 Visualization hyperparameter Multi GPU PyTorch

Multi GPU 2021.08.20 DL Multi GPU PyTorch

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Object Detection

Neck(2 stage detection model) 구조 설명 2021.09.30 DL Object Detection

Object Detection Model 소개 2021.09.10 DL Object Detection

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Neural Network

신경망(Neural Network) 개념 2021.08.03 DL Neural Network

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확률

확률론(probability theory) 2021.08.03 Probability/Statistics 확률

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DL

AAE(Adversarial AutoEncoder) model 소개 2021.08.10 DL AAE DL

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AAE

AAE(Adversarial AutoEncoder) model 소개 2021.08.10 DL AAE DL

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CV model

CV(Computer Vision) model 소개(FCN, Deconv, R-CNN, YOLO) 2021.08.11 DL CV model

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CNN model

CNN Model 소개(AlexNet, VGG, GoogleNet, ResNet, DenseNet) 2021.08.11 DL CNN model

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transformer

transformer 소개 2021.08.12 DL transformer

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project template

[PJT-Template] Project Structure Template 2021.08.17 DL etc project template

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googlenet

GoogLeNet model Introduction 2021.08.19 DL googlenet

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pretrained

Pre-trained model 사용하기 2021.08.19 DL pretrained

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hyperparameter

HyperParameter Tuning - Ray 2021.08.20 Visualization hyperparameter Multi GPU PyTorch

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augmentation

Image Data Augmentation_(cv2,PIL) 2021.09.07 DL augmentation

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Generative model

Conditional Generative Model 2021.09.15 DL GAN Generative model

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GAN

Conditional Generative Model 2021.09.15 DL GAN Generative model

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저작권

AI와 저작권법(copyright) 2021.09.23 DL etc 저작권

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Quant Trading

Quant Trading 2021.09.23 DL etc Quant Trading

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kaggle

Kaggle platform 소개 2021.09.23 DL etc kaggle

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AI Ethics

AI와 윤리학 2021.09.24 DL etc AI Ethics

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Validationset

Validation Set 만들기 2021.10.22 DL Validationset

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WSSS

WSSS(Weakly Supervised Semantic Segmentation) 소개 2021.10.27 DL WSSS

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annotation

Annotation Guide 만들기 2021.11.08 DL etc annotation

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AutoML

경량화 모델 찾기 : AutoML 2021.11.23 DL etc AutoML 경량화

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wandb

Weight anb Bias 시작 Code sample 2021.11.27 DL monitoring wandb

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github blog

LaTeX 문법 정리 2021.11.27 ETC github blog

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pruning

경량화 방법 : Pruning 2021.11.28 DL etc pruning 경량화

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MLOps

MLOps 개론 2021.12.08 DL etc MLOps

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Product Serving

Product Serving 방식 - Online, Batch 2021.12.09 DL etc Product Serving

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DL Flow

[Remind] 맘대로 적는 Deep Learning 2022.01.06 DL etc DL Flow

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Computer Networking

Computer Networking 기초 정리 2022.01.09 Network Computer Networking

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colab

Colab Setting 하기 2022.01.23 DL etc colab

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