DataHour: Introduction to Stable Diffusion: Text-to-Image Generative AI
DataHour: Introduction to Stable Diffusion: Text-to-Image Generative AI
25 Apr 202413:04pm - 25 Apr 202414:04pm
DataHour: Introduction to Stable Diffusion: Text-to-Image Generative AI
About the Event
Stable Diffusion is a multi-modal generative AI model primarily used to generate images conditioned on text prompts but can also be applied to guided image-to-image transformations and other tasks. Its code and model weights have been open-sourced, unlike its commercial competitors such as DALL-E and Midjourney. However, Stable Diffusion involves multiple technologies and optimizations underneath, making it difficult to comprehend.
This session aims to simplify the core concepts behind how Stable Diffusion works. We will start with highlighting some use-cases of Stable Diffusion, and then introduce a high-level overview of the end-to-end process and the components involved. Thereafter, the intuitions behind core concepts will be introduced in a non-academic and practitioner-friendly manner. Finally, we will deep dive to stitch all the concepts together and discuss some of the crucial optimizations that allow Stable Diffusion to be executed in real-world business applications. We will conclude with a note on necessary ethical considerations.
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- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
Who is this DataHour for?
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
- Best articles get published on Analytics Vidhya’s Blog Space
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