PCA - Image Compression(이미지 압축) 
2022.08.14
ML
Image Compression
PCA
Category
- ML 16
- NLP 14
- DB 14
- AIStudy 6
- Python 5
- RL 5
- AIPaperLightWeight 5
- LightWeight 5
- Others 4
- XAI 4
- CV 4
- AIPaperCV 3
- AIOthers 2
- AIPaperOthers 1
- AIPaperNLP 1
ML
Hierarchical Agglomerate Clustering(HAC) - 포켓몬 군집화 
2022.08.14
ML
Clustering
HAC
Pokemon
LeNet 신경망 - MiniPlaces 이미지 분류 
2022.08.14
ML
Classification
LeNet
PyTorch
Transfer Learning #2 - Classification 
2022.08.04
ML
Classification
CNN
Transfer Learning
Transfer Learning #1 - Classification 
2022.08.03
ML
Classification
CNN
Transfer Learning
CNN - Classification: fashionMNIST 
2022.08.02
ML
Classification
CNN
FashionMNIST
ANN - Regression: House Sales Prediction 
2022.08.02
ML
ANN
Regression
ANN - Classification: Diabetes Prediction 
2022.08.02
ML
ANN
Classification
RNN - Time Series: LSTM 
2022.08.01
ML
LSTM
RNN
Time Series
CNN - Classification: MNIST with Tensorflow 
2022.08.01
ML
CNN
MNIST
PyTorch
Tensorflow
ANN - Regression 
2022.07.26
ML
ANN
Regression
ANN - Regression: Bike Rental Prediction 
2022.07.26
ML
ANN
Regression
LeNet - Traffic Signs Classification 
2022.07.24
ML
Classification
LeNet
Profit Time Series 
2022.07.23
ML
LSTM
Prophet
Time Series
Deep Learning - CIFAR-10 Classification 
2022.07.23
ML
CIFAR-10
Classification
CNN
ANN - Car Sales Prediction 
2022.07.22
ML
ANN
Regression
NLP
[개발] 긴 영문 글/기사 요약번역 웹 페이지 구현하기 
2022.08.25
NLP
NLP
Streamlit
Text Summarization
Translator
[개발] PART 7: Name Entity Recognition (NER) 앱 
2022.08.16
NLP
NER
NLP
언어모델, Seq2Seq, Attention Models 
2022.08.08
NLP
Attention
NLP Language Model
Seq2Seq
자연어와 Word Embedding 
2022.08.08
NLP
GloVe
NLP
One Hot Encoding
Word Embedding
Word2Vec
NLP: Data Preprocessing 
2022.08.01
NLP
Data Preprocessing
NLP
[개발] PART 6: Transformer - GPT-2 
2022.07.29
NLP
GPT
NLP
Transformer
[개발] PART 5: Topic Modeling 
2022.07.28
NLP
NLP
Topic Modeling
[개발] PART 4: Naive Classifier 
2022.07.28
NLP
Naive Classifier
NLP
[개발] PART 3: Voice Recognition 
2022.07.22
NLP
NLP
STT
TTS
Voice Recognition
[개발] PART 2: Word Embedding 
2022.07.20
NLP
NLP
Word Embedding
[개발] PART 1: Text Mining and Tokenization 
2022.07.20
NLP
NLP
python
DB
DBMS: Normalization 
2022.12.12
DB
Database
Normalization
DBMS: Transaction Management 
2022.12.10
DB
Database
Transaction Management
DBMS: Query Optimization 
2022.11.30
DB
Database
Query Optimization
DBMS: Relational Algebra 
2022.11.02
DB
Database
Relational Algebra
DBMS: Basic RA Operations 
2022.10.19
DB
Basic RA Operations
Database
DBMS: File Organization and Indexing 
2022.10.14
DB
Database
Files
Indexing
DBMS: ER Diagram ~ 관계 모델 변환 
2022.09.29
DB
Database
ER Diagram
Relational Model
DBMS: Relational Model(관계 모델) 
2022.09.22
DB
Database
Relational Model
Relation
DBMS(데이터베이스 관리 시스템) 설계 개요: ER Model 
2022.09.22
DB
Database
DBMS
ER Model
DBMS(데이터베이스 관리 시스템) 개요 
2022.09.08
DB
Database
DBMS
AIStudy
SQL Database in Python 
2022.09.01
AIStudy
Database
Python
SQL
PART 3: Data Visualization Techniques 
2022.08.26
AIStudy
Bokeh
Data Visualization
Python
Seaborn
PART 2: Data Visualization Techniques 
2022.08.23
AIStudy
Data Visualization
Python
PART 1: Data Visualization Techniques 
2022.08.22
AIStudy
Data Visualization
Python
Data Preprocessing Techniques 
2022.08.06
AIStudy
Data Preprocessing
Python
Python
Python: FastAPI, Openpyxl 웹 페이지 
2022.09.01
Python
DB
FastAPI
Openpyxl
Python Web App
Python: 이메일 보내기 (SMTP) 
2022.08.18
Python
Email
Python
Python: Data Crawling 
2022.08.18
Python
BeautifulSoup
Python
sqlite
SQL
Python: PART 2 - 서버없이 웹 어플 구현하기 (Streamlit) 
2022.08.13
Python
Opencv
Python Web App
Streamlit
Python: PART 1 - 서버없이 웹 어플 구현하기 (Streamlit) 
2022.08.07
Python
Python Web App
Streamlit
RL
[강화학습] Marcov Decision Process (MDP) 이해하기 
2023.02.21
RL
MDP
Reinforcement Learning
[강화학습] Q-Learning 이해하기 
2023.02.20
RL
Q-Learning
Reinforcement Learning
Minimax 알고리즘 - Teeko Game 
2022.08.14
RL
Machine Learning
Minimax
Teeko Board Game
Reinforcement Learning - Q-Learning 알고리즘 
2022.08.14
RL
Q-learning
Reinforcement Learning
A* Search - 8-tile Puzzle Game 
2022.08.14
RL
A* Search
Game
Machine Learning
AIPaperLightWeight
맨 위로 이동 ↑LightWeight
Auto Encoder(오토 인코더) 이해하기 
2023.02.14
LightWeight
AutoEncoder
Compression
Quantization 기본기 다지기 
2023.02.13
LightWeight
Non-uniform
PTQ
QAT
Quantization
Uniform
초거대AI 멀티모델(MultiModal)이란? 
2023.02.11
LightWeight
HyperscaleAI
MultiModal
Transformer
Others
[논문분석]  
2023.02.07
Others
Model Compression
Pruning
Quantization
How to Speak (Patrick Winston) 
2023.01.27
Others
PPT
Research
How to Write Markdown 
2022.07.19
Others
markdown
XAI
설명 가능한 AI (XAI): Perturbation Map & Influence Map 
2022.08.19
XAI
Inception
LIME
Perturbation Map
RISE
XAI
설명 가능한 AI(Explainable AI, XAI)... 왜 중요할까? 
2022.08.18
XAI
XAI
설명 가능한 AI (XAI): Saliency Map 
2022.08.18
XAI
CAM
Grad CAM
Saliency Map
SmoothGrad
XAI
CV
[자율주행 시뮬레이터] CARLA 오브젝트 생성, 날씨 변경, Autopilot, Spectator 
2022.10.06
CV
CARLA
Python
Window
[자율주행 시뮬레이터] CARLA 서버·클라이언트 생성하기 
2022.09.27
CV
CARLA
Python
Window
[자율주행 시뮬레이터] CARLA 0.9.12 설치 (Window 10) 
2022.09.26
CV
CARLA
Python
Window