AI/ML Research

Inpainting and Outpainting with Stable Diffusion

Inpainting and outpainting have long been popular and well-studied image processing domains. Traditional approaches to these problems often relied on…

1 year ago

Generate Realistic and Consistent Faces in Stable Diffusion

The deep learning model of Stable Diffusion is huge. The weight file is multiple GB large. Retraining the model means…

1 year ago

Prompting Techniques for Stable Diffusion

Generating pictures using Stable Diffusion in all cases would involve to submit a prompt to the pipeline. This is only…

1 year ago

Prompting Techniques for Stable Diffusion

Generating pictures using Stable Diffusion in all cases would involve to submit a prompt to the pipeline. This is only…

1 year ago

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…

1 year ago

A Technical Introduction to Stable Diffusion

The introduction of GPT-3, particularly its chatbot form, i.e. the ChatGPT, has proven to be a monumental moment in the…

1 year ago

Brief Introduction to Diffusion Models for Image Generation

The advance of generative machine learning models makes computers capable of creative work. In the scope of drawing pictures, there…

1 year ago

Modeling Extremely Large Images with xT

As computer vision researchers, we believe that every pixel can tell a story. However, there seems to be a writer’s…

1 year ago

Unfolding Data Stories: From First Glance to In-Depth Analysis

The path to uncovering meaningful insights often starts with a single step: looking at the data before asking questions. This…

1 year ago

The Da Vinci Code of Data: Mastering The Data Science Mind Map

Data Science embodies a delicate balance between the art of visual storytelling, the precision of statistical analysis, and the foundational…

1 year ago