Multi-Image Composition with Nano Banana: Advanced Techniques

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14 min read
•🍌Nano Banana
Nano Banana multi-image composition interface showing three reference images being combined

Multi-image composition represents one of Nano Banana's most innovative features, setting it apart from traditional AI image generators. By leveraging Google Gemini's multimodal understanding, you can combine up to three images with text prompts to create entirely new visual concepts that would be impossible to achieve otherwise. This advanced guide reveals professional techniques for mastering this powerful capability.

Understanding Multi-Image Composition

Multi-image composition isn't simple blending or overlay. Google Gemini analyzes all input images simultaneously, understanding their visual characteristics, extracting key elements, and intelligently synthesizing them based on your text guidance. The result is coherent, professional compositions that feel naturally unified.

What Gemini Analyzes in Each Image:

  • Artistic style and technique
  • Color palette and tone
  • Composition and spatial arrangement
  • Lighting direction and quality
  • Subject matter and objects
  • Texture and surface qualities
  • Mood and atmosphere

The Three-Image Strategy

Image 1: Style Reference

Use your first image to establish the overall aesthetic direction. This could be:

  • An artwork in your desired style (impressionist painting, Art Deco poster, etc.)
  • A photograph with your target lighting and mood
  • A reference with your desired color palette
  • An example showing your preferred composition approach

Pro Tip: The style reference doesn't need to share subject matter with your goal. A landscape painting can provide style for a portrait.

Image 2: Composition Reference

Your second image guides the spatial arrangement:

  • Layout and framing you want to replicate
  • Specific angle or perspective
  • Balance and visual weight distribution
  • Negative space usage

Example: Use a professionally composed product photo to guide the arrangement of your different product.

Image 3: Element Reference

The third image provides specific objects, subjects, or details:

  • Specific person or character
  • Particular product or object
  • Specific background element
  • Textures or materials you want included

Advanced Technique: This image can be a sketch or rough mockup. Gemini will interpret the concept and render it professionally.

Professional Composition Workflows

Workflow 1: Brand Consistency Series

Goal: Create multiple product images with consistent brand aesthetic

Setup:

  1. Image 1: Brand style guide reference
  2. Image 2: Approved composition from previous campaign
  3. Image 3: Current product to feature

Prompt: "Create product photography matching the brand style of Image 1, using the composition approach from Image 2, featuring the product shown in Image 3, professional lighting, clean background"

Result: New product photo that perfectly matches established brand guidelines

Workflow 2: Style Transfer

Goal: Apply artistic style to photographic content

Setup:

  1. Image 1: Artwork with desired style (e.g., Van Gogh painting)
  2. Image 2: Your photograph
  3. Image 3: (Optional) Additional style reference

Prompt: "Apply the artistic style from Image 1 to the scene shown in Image 2, maintaining subject recognizability while fully embracing the painterly aesthetic, vibrant colors, visible brush strokes"

Result: Your photo transformed with authentic artistic style

Workflow 3: Concept Mashup

Goal: Combine elements from different sources into unique creation

Setup:

  1. Image 1: Environment/background reference
  2. Image 2: Subject/character reference
  3. Image 3: Style/mood reference

Prompt: "Place the subject from Image 2 into the environment of Image 1, rendered in the artistic style of Image 3, ensuring lighting and perspective feel natural and cohesive"

Result: Seamlessly integrated composition that combines the best elements of all three sources

Advanced Composition Techniques

Technique 1: Color Palette Extraction

Use one image purely for its color scheme:

Prompt: "Create a landscape scene using only the color palette from Image 1, apply these colors to a mountain sunset vista with reflective lake"

Gemini extracts the colors and applies them harmoniously to your new subject.

Technique 2: Lighting Direction Transfer

Prompt: "Use the exact lighting setup from Image 1 (direction, quality, shadows) to illuminate the subject shown in Image 2"

Perfect for maintaining consistent lighting across a product series.

Technique 3: Texture Application

Prompt: "Apply the surface textures and material qualities from Image 1 to the objects shown in Image 2, maintain the composition but change the materials"

Transform materials while keeping everything else constant.

Technique 4: Composition Remixing

Prompt: "Take the layout structure from Image 1, the subject from Image 2, and the atmospheric mood from Image 3, create a unified composition that honors all three references"

Complex but powerful when you need to combine multiple successful elements.

Prompt Engineering for Multi-Image Mode

Effective prompts for composition clearly specify how to use each image:

Template Structure:

"Using Image 1 for [specific aspect], Image 2 for [specific aspect], and Image 3 for [specific aspect], create [description of desired output], ensuring [key requirement]"

Example: "Using Image 1 for artistic style, Image 2 for composition and framing, and Image 3 for the product subject, create professional marketing photography that combines all three elements, ensuring the product remains the clear focal point"

Key Elements to Specify:

  • Which image provides which aspect
  • How elements should be combined
  • What takes priority in conflicts
  • Overall vision and intent

Troubleshooting Common Composition Challenges

Challenge 1: Conflicting Styles

Problem: Reference images have incompatible aesthetics, resulting in confused output.

Solution: Explicitly state which style takes priority: "Prioritize the artistic style from Image 1, using Images 2 and 3 only for composition and subjects"

Challenge 2: Unwanted Elements

Problem: Gemini includes elements from reference images that you don't want.

Solution: Be explicit about exclusions: "Use Image 1 for lighting only—do not include any objects or subjects from this image"

Challenge 3: Unclear Focal Point

Problem: Result lacks clear subject because all references compete for attention.

Solution: Establish hierarchy: "Image 3's subject is the primary focus, Images 1 and 2 provide supporting style and context"

Challenge 4: Inconsistent Lighting

Problem: Objects from different reference images appear lit from different directions.

Solution: Specify lighting unification: "Ensure all elements are lit consistently as if by a single light source matching Image 1's lighting direction"

Professional Use Cases

E-commerce Product Lifestyle Photos

Create contextual product photography without expensive photo shoots:

  • Image 1: Lifestyle scene reference (coffee shop, home office, outdoor setting)
  • Image 2: Professional product photo composition
  • Image 3: Your product on white background

Result: Your product naturally integrated into lifestyle settings with professional composition.

Marketing Campaign Consistency

Maintain visual consistency across campaign assets:

  • Image 1: Approved campaign style reference
  • Image 2: Composition template
  • Image 3: Different products/subjects for each variation

Result: Series of images with perfect visual consistency.

Conceptual Design Exploration

Combine inspirations into new concepts:

  • Image 1: Architecture inspiration
  • Image 2: Material/texture reference
  • Image 3: Color scheme inspiration

Result: Original designs that synthesize multiple inspirations.

Combining Composition with Iterative Refinement

The ultimate professional workflow combines both modes:

  1. Multi-Image Composition: Generate initial synthesis of your three references
  2. Evaluate Result: Identify what works and what needs adjustment
  3. Iterative Refinement Round 1: Address major issues
  4. Iterative Refinement Round 2: Perfect details
  5. Final Ultra Generation: Render final version in highest quality

This combination leverages both capabilities for maximum creative control.

Credit Efficiency in Multi-Image Mode

Multi-image composition costs 20 credits per generation (Common quality only).

Efficient Strategy:

  • Perfect your reference images first
  • Write clear, specific prompts
  • Use composition mode to get close (20 credits)
  • Use 1-2 iterative refinements for perfection (20-40 credits)
  • Total: 40-60 credits for a perfectly composed image

Compare to trial-and-error with single images: easily 200+ credits with inferior results.

Conclusion: Mastering Visual Synthesis

Multi-image composition with Nano Banana opens creative possibilities impossible with traditional tools. Google Gemini's multimodal intelligence doesn't just blend images—it understands them, extracts meaningful elements, and synthesizes them into cohesive new creations.

Master these techniques:

  • Strategic three-image selection (style, composition, elements)
  • Clear prompt engineering that specifies image roles
  • Professional workflows for specific use cases
  • Combination with iterative refinement for perfection

Explore multi-image composition with Nano Banana and discover how Google Gemini transforms multiple inspirations into unified professional results. Also check out our AI Image Editor for additional creative control.

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Multi-Image Composition with Nano Banana: Advanced Techniques | Aggiii AI Blog