DeepLearning

[Deep Learning] Final Summary

12/12/2021   ↪AI ↪DeepLearning

11 minute read

[Deep Learning] VAE Variational Auto Encoder

12/06/2021   ↪AI ↪DeepLearning

7 minute read

Variational autoencoder (VAE) - Generative model

[Deep Learning] Unconditional GAN

12/06/2021   ↪AI ↪DeepLearning

5 minute read

Unconditional GAN with fashion-MNIST

[Deep Learning] 자연어 처리

12/04/2021   ↪AI ↪DeepLearning

☑형태소분석 ☑품사태깅 ☑구문분석 ☑의미분석 ☑Word2Vec ☑CBOW ☑Skipgram

4 minute read

[Deep Learning] AutoEncoder

12/01/2021   ↪AI ↪DeepLearning

☑Denosing ☑FeatureReduction

8 minute read

MLP AutoEncoder

[Deep Learning] Word Vector

11/29/2021   ↪AI ↪DeepLearning

☑Word2Vec ☑Glove

13 minute read

Word Embedding

[Deep Learning] Word Embedding

11/29/2021   ↪AI ↪DeepLearning

☑Embedding

13 minute read

Word Embedding with Keras Embedding Layer

[Deep Learning] Naver Movie Sentiment Analysis

11/29/2021   ↪AI ↪DeepLearning

☑LSTM

9 minute read

Naver Movie Sentiment Analysis

[Deep Learning] CNN and RNN

11/29/2021   ↪AI ↪DeepLearning

4 minute read

Convolutional Neural Nets (CNN)

[Deep Learning] Classification of Cats and Dogs

11/23/2021   ↪AI ↪DeepLearning

☑Classification ☑DataAugmentation ☑Dropout

7 minute read

[Deep Learning] Classification using Transfer learning

11/23/2021   ↪AI ↪DeepLearning

☑Classification ☑TransferLearning ☑Filter ☑FeatureMap

16 minute read

Classification using Transfer learning

[Deep Learning] 컨볼루션 신경망 2

11/17/2021   ↪AI ↪DeepLearning

☑최적화 ☑대표적인분류기 ☑전이학습

3 minute read

[Deep Learning] 컨볼루션 신경망 1

11/13/2021   ↪AI ↪DeepLearning

☑컨볼루션 ☑풀링 ☑구조

2 minute read

[Deep Learning] 딥러닝 개요

11/10/2021   ↪AI ↪DeepLearning

☑기울기소멸 ☑가중치초기화 ☑과적합문제

2 minute read