Dreamomni2

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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
Multimodal AI for instruction-based image editing and generation.
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www.dreamomni2.com/
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What is Dreamomni2?

Multimodal AI for instruction-based image editing and generation.

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

Core Features
Unified multimodal instruction-based image editing and generation
Abstract attribute support (material, texture, style)
Superior identity and pose consistency
Concrete object editing with pixel-perfect consistency
Open-source with full model weights and training code
Supports up to 5 reference inputs for editing
Popular Use Cases
  • Product image editing with style transfer for e-commerce
  • Portrait editing with reference hairstyles, makeup, and styles
  • Interior design style transformation
  • Editing product surface finishes and materials
  • Architectural visualization material and lighting changes
  • Applying artistic styles to digital art
  • Photo restoration and quality enhancement
  • Landscape photography lighting and atmosphere transformation
  • Automotive design paint and finish changes
  • Food photography plating and styling edits
  • Maintaining brand consistency across images
Feature Comparison
A functional comparison based on maker input.
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Comparison details are provided for informational purposes and should be verified with the official website.
How to use
  • 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.
Pricing
Dreamomni2 uses a freemium pricing model. Pricing and features may change over time.
Pricing page
Creator
$2/month
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.
Pro
$20/month
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.
Studio
$50/month
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.
Enterprise
$80/month
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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