Stable Diffusion with Better Control! Perfusion Model Explained (by NVIDIA)
NVIDIA's new "Perfusion" model Explained
Good morning fellow AI enthusiast! This week's iteration focuses on Perfusion, NVIDIA's most recent AI! Tl;DR: Perfusion is an improved version of Stable Diffusion!
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2️⃣ Stable Diffusion with Better Control! Perfusion Model Explained (by NVIDIA)
Imagine creating stunning Instagram images without leaving home or snapping photos! NVIDIA's new AI model, Perfusion, advances text-to-image generation with enhanced control and fidelity for concept-based visuals.
Perfusion is a significant improvement over existing AI techniques, overcoming limitations in generating images that remain faithful to the original content. This model can accurately create these "concepts" in a variety of new scenarios.
Perfusion builds on Stable Diffusion with additional mechanisms for locking onto and generating multiple "concepts" in new images simultaneously. This results in unbeatable quantitative and qualitative performance, opening exciting possibilities across diverse industries.
🚧 While not perfect, Perfusion is a significant step forward for text-to-image models. Challenges include maintaining an object's identity and some overgeneralization, as well as requiring a bit of prompt engineering work.
NVIDIA's Perfusion sets the stage for an exciting future of AI-generated images tailored to our desires. Check out the video or read the article to learn more!
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We will see you next week with another amazing paper!
Louis