دانلود کتاب بازآفرینی یادگیری – تغییر نحوه یادگیری با هوش مصنوعی مولد

The human-machined images in this book have been extensively edited, using a variety of techniques and workflows, all of which were iteratively denoised by hand-me-down machine learning models on a private computer, not accessing the Internet, and by the time of this printing are likely obsolete. The workflows for the images have been as follows. First versions of images were all generated using a customized and private machine learning model using OpenClip via ComfyUI on a PC, trained on an LAION-5B dataset.1 All generated images were birthed from a text prompt and image owned by the author. In addition, some public domain images that were not part of the dataset were sourced and uploaded into the ML model from various repositories1 2 focusing on the Xie Yi style of hand brush painting exemplified by Ming Dynasty (1368-1644) artist, Xu Wei—best known for his Xie Yi, or freestyle flower-and-bird paintings. Grapes (1521), by Xu Wei, was accessed via the Palace Museum, Beijing China. Other images that had stylistic features, which inspired the images in this book, were accessed via the Art Institute of Chicago,3 and all images included a CCO Public Domain Assignation.