Skip to content

shishimaru/GenerativeAIModels

Folders and files

NameName
Last commit message
Last commit date

Latest commit

 

History

25 Commits
 
 
 
 
 
 

Repository files navigation

Study materials of various generative image models

👕 Image Generation

Auto Encoder

Open In Colab

Auto Encoder based on GRU

Open In Colab

Denoising with Auto Encoder

Open In Colab

Deep Convolutional VAE ( Variational Auto Encoder )

Open In Colab

latent vector of VAE generation samples of VAE

Deep Convolutional GAN ( Generative Adversarial Nets )

Open In Colab

generation samples of DCGAN

Denoising Diffusion Model

Open In Colab

Epoch 1st of DDM training Epoch 50th of DDM training

Image Interpolation with 2 initial gausian noises

Interpolation of Images

📝 Text Generation

Recurrent Neural Network ( LSTM, GRU, Bidirectional )

Open In Colab

Details how RNN constructs Texts

generation flow by RNN

Recurrent Neural Network with Attention

Open In Colab

Attention Mechanism

About

No description, website, or topics provided.

Resources

Stars

Watchers

Forks

Releases

No releases published

Packages

No packages published