AIGC Knickknack

Here I will create some interesting AIGC projects, each directory contains a project. If you like it, please give me a star, thanks

There are mainly four kinds of projects, all of them are written using pytorch lightning, I'll keep updating

1. Generating Image

• use VAE to generate handwriting numbers
• use CVAE to generate handwriting numbers conditionally
• use VAE to generate anime faces
• use GAN to generate handwriting numbers
• use CGAN to generate handwriting numbers conditionally
• use DCGAN to generate anime faces
• use VAE&GAN to generate anime faces
• use DDPM to generate handwriting numbers
• use DDPM to generate anime faces
• use DDIM to generate anime faces

2. Generating Text

• En-Zh Transformer Seq2Seq Translation
• use BERT to generate Chinese Poetry
• Pretrained Language Model based on GPT-2 Architecture

3. Text to Image

4. Image to Text

• VIT-GPT2 Seq2Seq Image Caption