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DreamOmni2 is an open-source multimodal AI model designed for instruction-based image editing and generation. It allows users to transform images by referencing abstract attributes like texture, material, and style, or by manipulating concrete objects. DreamOmni2 is highlighted for its superior identity consistency and editing precision compared to commercial AI models. It unifies multimodal instruction-based editing and generation, supporting both text and image inputs for precise control over transformations.
To use DreamOmni2, users can upload one or two reference images (the first for editing, the second for style guidance) and describe the desired transformation using an editing prompt. The platform processes these multimodal instructions to generate or edit images. For local deployment, users need to install DreamOmni2 and its dependencies, prepare source and reference images, craft combined text and image instructions, run inference scripts, and then review and iterate on the results.
You should pick this if you want precise and flexible image editing powered by AI that understands both abstract styles and concrete objects. It’s open-source, supports multiple references, and offers top-notch consistency, making it a great choice for serious creators who want full control.
For individuals exploring multimodal edits. Get 300 DreamOmni2 credits per month (≈3 edits), 2K JPG/PNG exports with subtle watermark, dual-reference instructions, attribute sliders, prompt recipes, edit history, side-by-side comparison, community Discord access, personal-use license.
Best for commercial creators and small teams. Get 3,000 DreamOmni2 credits per month (≈30 edits), unlimited dual-reference edits with pose locking, 4K exports and layered TIFF/PSD handoff without watermark, region-aware masking, object permanence controls, priority render queue, commercial license, 3 collaborative seats, priority chat and email support.
For teams shipping branded content at scale. Get 15,000 DreamOmni2 credits monthly (≈150 edits), batch pipelines, scheduled reruns, template chaining, multi-canvas editing with up to 5 reference inputs, asset versioning, 8K exports, layered PSD, alpha channel delivery, dedicated GPU lanes, studio distribution, white-label, reseller rights, 12 team seats, quarterly private model tuning sessions, producer hotline.
Everything departments need for production pipelines. Get 50,000 DreamOmni2 credits monthly with rollover, dedicated DreamOmni2 inference cluster and SLAs, custom fine-tuned checkpoints and guardrails, unlimited 8K, EXR, and custom format exports, private API endpoints, hybrid or on-prem deployment, SAML/SCIM provisioning, unlimited seats, named technical director, 24/7 response desk.
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