here are two basic approaches to creating AI datasets. The first one, which is typical of the case we have been studying, a pool of open works is purposefully chosen to ensure license compliance. The second approach creates the dataset by scraping the “raw internet” and relying on copyright exceptions. LAION , a dataset of 400 million image-text pa... See more

Targeted harassment, bullying, or exploitation of individuals is a principal area of concern for deployment of image generation models broadly and Inpainting in particular.Inpainting – especially combined with the ability to upload images – allows for a high degree of freedom in modifying images of people and their visual context. While other image... See more

- Billions of images are scraped from the internet. These images, along with their text descriptions, are saved in a database. - The AI model uses this database to train through reverse diffusion. - Diffusion adds noise to an image (from the dog to random pixels). - Reverse diffusion turns noise back into an image.