Generative AI with Segmentation

In this Repository, we do

1. Number Gnereration with MNIST Dataset ==> Simple GAN Network

2. Face Generation with CELEBA Dataset ==> Advanced wGAN Network

3. Image Generation ==> CLIP and VQGan(from taming-transformers)

4. Inpainting through Segmentation ONLY ==> Segment Anything Model [SAM from META]

5. Inpainting through Segmentation guided by Prompts ==> CLIP Model [from OpenAI]

Bonus :

1 . Creating the needed codes and functions through ChatGPT [AI]

2 . Live Monitoring the weights, outputs, gradients using Wandb.ai 

3 . Maintaining and pushing the changes via google drive to git hub.