ComfyUI IPAdapter (SDXL/SD1.5): Create a Consistent AI Instagram Model
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Welcome to Data Leveling. I'm an AI Engineer (Computer Vision, NLP) and also your dedicated guide in this AI adventure. My mission is to bridge the gap between complex AI concepts and practical application, making each video an accessible, enriching experience for enthusiasts, learners, and professionals alike. Whether you're taking your first steps in AI or aiming to 'Level-Up' your expertise, my content is crafted to be intuitive, insightful, and beginner-friendly. So, subscribe and ring that bell icon β Lets Level Up our skills in this journey together!
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π¨ Dive into the world of IPAdapter with our latest video, as we explore how we can utilize it with SDXL/SD1.5 models and ControlNet using ComfyUI to get a Consistent AI Instagram Model! π Workflow: https://github.com/dataleveling/ComfyUI-IPAdapter-FaceIDv2-Workflow Prerequisite Install ComfyUI and ComfyUI Manager: https://youtu.be/_1fSVcNIOBw Install InsightFace: https://youtu.be/vCCVxGtCyhoGithub References Official IPAdapter: https://github.com/tencent-ailab/IP-Adapter Tencent AI Labs IPAdapter Research Paper: https://arxiv.org/pdf/2308.06721.pdf ComfyUI IPAdapter: https://github.com/cubiq/ComfyUI_IPAdapter_plus Model References IP Adapter (FACEID) Models: https://huggingface.co/h94/IP-Adapter-FaceID/tree/main IP Adapter Models: https://huggingface.co/h94/IP-Adapter/tree/main vit_h: https://huggingface.co/h94/IP-Adapter/resolve/main/models/image_encoder/model.safetensors ControlNet (SD1.5) Models: https://huggingface.co/lllyasviel/ControlNet-v1-1/tree/main ControlNet (SDXL) Models: https://huggingface.co/lllyasviel/sd_control_collection/tree/main Checkpoint Models: https://civitai.com/ Upscale Models: https://openmodeldb.info/ In todayβs video, we showcase the power of IPAdapters from Tencent AI Labs. Watch as we explore the synergy of IP Adapters to seamlessly blend TEXT2IMG and IMG2IMG together with ControlNet and SDXL models, resulting in the creation of AI models with a remarkably consistent facial appearance and clothing. We provide a detailed step by step tutorial to achieving AI models and Applications requiring uniformity where a standardized and consistent facial appearance is paramount, such as character design, digital storytelling, and beyond. π Timestamps: 0:00 - Introduction 1:29 - Requirements 3:34 - Get Face 6:00 - Image Preprocessing 7:42 - IPAdapter Face 12:06 - IPAdapter Clothes 14:06 - ControlNet 15:50 - SD15 17:48 - Magic Poser 19:04 - Outro My Hardware Specs GPU: 24GB VRAM RAM: 32GB CPU: 24 Core π If you're looking to level up your skills with ComfyUI or simply interested in the world of AI computer vision, don't miss out on this in-depth exploration! Hit that like button, subscribe for more content, and let us know your thoughts in the comments below.
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