Show HN: DreamOmni2 – Unified Multimodal Generation and Editing AI

21 hours ago 1

Create, edit, and transform visuals from both text and image prompts — powered by DreamOmni2 multimodal.

DreamOmni2 Features

DreamOmni2 combines multimodal understanding, visual consistency, and creative freedom — in one unified AI model.

Multimodal Instruction Understanding

DreamOmni2 accepts both text and image prompts, letting you guide the model visually and semantically at the same time. Describe or demonstrate — it understands both.

Unified Generation & Editing

One model, two tasks. Whether you want to create a new image from scratch or edit an existing one, DreamOmni2 intelligently adapts to your goal.

Abstract & Concrete Concept Mastery

From tangible subjects like people or objects to abstract styles like 'vintage lighting' or 'Baroque texture,' DreamOmni2 handles them all with remarkable consistency.

Superior Identity and Pose Consistency

Keep the same character, face, or design layout across multiple edits or generations — ideal for creative storytelling, branding, and iterative design.

Industry-Level Editing Tools

Perform complex edits like Object Replace, Background Replace, Pose Imitation, Lighting Render, Hair Style Change, or Font Imitation — all through natural instructions.

Use Cases

DreamOmni2 bridges the gap between editing and generation — enabling creators to express ideas with unprecedented flexibility and control.

Creative Design & Art Direction

Use Style Transfer, Lighting Render, and Pattern Imitation to match the appearance of your visual identity.

Portrait & Fashion Editing

Easily modify Hair Style, Face Expression, or Pose Imitation while maintaining personality consistency.

Advertising & Product Visualization

Leverage Background Replace, Object Replace, and Lighting Render for quick photo-ready visuals.

Typography & Branding

DreamOmni2's Font Imitation and In-Context Generation enable designers to maintain brand cohesion.

Complex Compositional Creation

Mix elements from multiple sources with Three References Generation or Four References Generation for high-control creative synthesis.

Explore Dreamomni2 work

Explore our curated collection of DreamOmni2 creations. Each example showcases the power of multimodal AI — transforming input images and text prompts into stunning visual results.

DreamOmni2 Input

A spaceship is flying in the sky, with the sun visible in the background. The style of the image is the same as in Image 1.

DreamOmni2 Result

DreamOmni2 Input

A girl wearing a pink skirt and a white long-sleeve shirt, with long golden hair. She strikes the same pose as the man in the given image. The background is a field of flowers.

DreamOmni2 Result

DreamOmni2 Input

Generate a helicopter soaring above a city skyline at dusk. The color scheme of the helicopter is the same as that of the motorcycle.

DreamOmni2 Result

DreamOmni2 Input

A woman in a cozy sweater and jeans, walking through a park during autumn. She has the same hair as the one in the given image and is holding a coffee cup in one hand, with the other hand tucked into her pocket. The background features golden fall leaves scattered on the ground, with trees in shades of red and orange, and a peaceful walking path stretching ahead.

DreamOmni2 Result

DreamOmni2 Input

A woman in a cozy knitted sweater and denim jeans, sitting by a fireplace, sipping tea while reading a book. Her hair is styled in loose waves, and she has a calm, content expression. Her makeup is the same as the woman in the given image.

DreamOmni2 Result

DreamOmni2 Input

Generate a bottle placed on a wooden kitchen counter. Its texture matches the given image. The bottle is surrounded by fresh fruit, a small bowl of herbs, and a cup of steaming tea.

DreamOmni2 Result

DreamOmni2 Input

On the cup, "Story" is displayed in the same font style as the reference image.

DreamOmni2 Result

DreamOmni2 vs Other AI Image Models

DreamOmni2 bridges the gap between editing and generation — enabling creators to express ideas with unprecedented flexibility and control.

Loved by Creators Worldwide

Real feedback from creators using DreamOmni2

"

"DreamOmni2 feels like magic — I can finally describe my edits the way I think, not the way the tool demands."

"

"It's the first open-source model where I can mix text and visual guidance naturally. The results are stunningly consistent."

"

"Perfect for concept work. I replaced backgrounds, adjusted lighting, and matched design style — all in one model."

01

Upload Your References

Upload 2 reference images. If you want to modify an existing photo, place the image you wish to edit as the first one.

02

Add Instructions

Describe what you want to achieve in text — adjust lighting, replace objects, or imitate style.

03

Generate & Export

DreamOmni2 processes your multimodal instructions and delivers a high-quality output ready to download.

DreamOmni2 Pricing

Choose Your DreamOmni2 Credit Pack

Get credits to create and edit stunning AI images with DreamOmni2. All plans include multimodal generation, high-resolution output, and one-time payment.

Multimodal image generation

Best value - $0.09 per credit

Multimodal image generation

Unified generation & editing

Superior consistency - $0.08 per credit

Multimodal image generation

Industry-level editing tools

Maximum savings - $0.07 per credit

Multimodal image generation

Open-source research access

Choose one-time credits • Flexible billing options

Choose one-timeCredits never expireSecure paymentsEmail support [email protected]

Frequently Asked Questions

DreamOmni2 is a multimodal AI image generation and editing model that accepts both text and image instructions to produce visually consistent, creative results.

Final CTA

DreamOmni2 combines multimodal understanding, visual consistency, and creative freedom — in one unified AI model.

Bring your imagination to life through words and images, not limitations.

Start Creating with DreamOmni2 →

Read Entire Article