Categories: AI/ML Research

How to Use Stable Diffusion Effectively

From the prompt to the picture, Stable Diffusion is a pipeline with many components and parameters. All these components working together creates the output. If a component behave differently, the output will change. Therefore, a bad setting can easily ruin your picture. In this post, you will see: How the different components of the Stable […]

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How to Create Images Using Stable Diffusion Web UI

Launching the Stable Diffusion Web UI can be done in one command. After that, you can control the image generation pipeline from a browser. The pipeline has a lot of moving parts and all are important in one way or another. To effectively command Stable Diffusion to generate images, you…

April 12, 2024

In "AI/ML Research"

Interior Design with Stable Diffusion (7-day mini-course)

At its core, Stable Diffusion is a deep learning model that can generate pictures. Together with some other models and UI, you can consider that as a tool to help you create pictures in a new dimension that not only you can provide instructions on how the picture looks like,…

September 4, 2024

In "AI/ML Research"

Training Stable Diffusion with Dreambooth

Stable Diffusion is trained on LAION-5B, a large-scale dataset comprising billions of general image-text pairs. However, it falls short of comprehending specific subjects and their generation in various contexts (often blurry, obscure, or nonsensical). To address this problem, fine-tuning the model for specific use cases becomes crucial. There are two…

June 18, 2024

In "AI/ML Research"

AI Generated Robotic Content