Table of Contents Understanding Tasks in Diffusers: Part 3 Introduction Why Not Image-to-Image? ControlNet Models Configuring Your Development Environment Setup and Imports Installation Imports Utility Functions Canny ControlNet Setting Up Loading the Model Optimizing the Pipeline Image Generation Cleaning Up…

Table of Contents Inside Look: Exploring Ollama for On-Device AI Introduction to Ollama Overview of Ollama Installing Ollama on a MacOS Ollama’s Model Registry: A Treasure Trove of LLMs Ollama as a Command Line Interface Tool History and Contextual Awareness…

Table of Contents Step-by-Step Guide to Open-Source Implementation of Generative Fill: Part 2 Configuring Your Development Environment Need Help Configuring Your Development Environment? Implementation Essential Setup: Libraries and Imports for Generative Image Editing How to Prompt Language Models for Image…

Table of Contents Step-by-Step Guide to Open-Source Implementation of Generative Fill: Part 1 Understanding Open-Source Generative Fill Configuring Your Development Environment for Generative Fill Essential Setup and Imports Loading and Preparing Input Images for Editing Generating Captions for Image Understanding…

Table of Contents Understanding Tasks in Diffusers: Part 2 Configuring Your Development Environment What Is Inpainting? Setup and Imports Loading the Image and Masks An Inpainting Demo Blurring the Masked Area SDXL for Inpainting Preserving the Unmasked Area Pipeline Parameters…

Table of Contents Understanding Tasks in Diffusers: Part 1 Configuring Your Development Environment Setup and Imports Unconditional Image Generation Text-to-Image Generation Specifying Parameters Image-to-Image Generation Stable Diffusion XL (SDXL) Model A Closer Look at Pipeline Parameters Summary Citation Information Understanding…

Table of Contents Getting Started with Diffusers for Text-to-Image Introduction A Brief Primer on Diffusion Configuring Your Development Environment Need Help Configuring Your Development Environment? Setup and Imports Diffusers But What Is AutoPipeline? What Are Some Other Pipelines and Models?…

Table of Contents Train a MaskFormer Segmentation Model with Hugging Face 🤗 Transformers Project Structure Requirements Bonus An Introduction to Image Segmentation What Is MaskFormer? 🤗Transformers Ecosystem How to Train an Instance Segmentation Model with MaskFormer? Setup Loading the Dataset…