AI OmniGen Introduction

OmniGen works by accepting multiple types of inputs, including text prompts and up to three reference images, which can be combined to generate new images or modify existing ones. Users can incorporate these elements using a special format in their prompts, such as <img><|image_i|></img>, where 'i' represents the reference image number. The model processes these inputs through its unified architecture, which eliminates the need for additional modules like ControlNet or IP-Adapter. This enables various applications such as character consistency maintenance, image editing, virtual try-on, and multi-person generation. The system transforms complex computer vision tasks into straightforward image generation tasks, handling everything from edge detection to human pose recognition within its unified framework.