Hands-on - Building Image Gen App using SDXL and Streamlit
In this session, I created a web application for image generationm based on text prompt using SDXL. You can visit the web app here https://endjourney.streamlit.app/
Pre-requisites:
- Streamlit Account https://share.streamlit.io/
- Replicate https://replicate.com/
Resources:
- Stable Diffusion Paper https://arxiv.org/abs/2307.01952
- Github Repo https://github.com/Stability-AI/generative-models
- Model Card https://huggingface.co/stabilityai/stable-diffusion-xl-base-1.0
- Cross Attention used in SDXL https://vaclavkosar.com/ml/cross-attention-in-transformer-architecture
- Refined used in SDXL https://sde-image-editing.github.io/
- Tuning Guide https://sdxl.replicate.dev/
Written on November 22, 2023