Project information
- Category: Advanced AI
- Guide: Prof. Sunita Sarawagi, Computer Science and Engineering, IIT Bombay
- Project date: Feb, 2023 - April, 2023
- Project URL: https://github.com/labdhigandhi/ConditionedDiffusers
Conditioned diffusion models for image generation
- Experimented with the hugging face — Diffusers library for conditioned generation of images
- Utilized Stable Diffusion U-Net model for prediction and the CLIP model to generate textual embedding
- Decoded the resulting latent image representation using the VAE decoder
- After implementing Stable diffusion, experimented around and implemented 2 variations - Negative Prompt and Image-to-Image Pipeline