Shypd.aiThe largest open index of AI toolsOMG is an open-source image generation tool that enables occlusion-friendly personalized multi-concept generation in diffusion models. It supports combining multiple characters, styles, and poses within a single image.
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OMG is an advanced open-source framework designed for occlusion-friendly personalized multi-concept generation within diffusion models, as presented at ECCV 2024. It allows users to generate complex images featuring multiple characters and styles, integrating seamlessly with LoRAs from Civitai.com and InstantID for single-image ID personalization. The tool also supports ControlNet for layout control and various style LoRAs. OMG is built on Python 3.10.6 with PyTorch 2.0.1 and torchvision 0.15.2, requiring specific model downloads for its functionality, including Stable Diffusion XL and various ControlNet and LoRA checkpoints. It offers flexible usage through command-line inference scripts for both LoRA and InstantID workflows.
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