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Gemini nano banana: AI image editing gets consistent

Article Highlights:
  • Gemini nano banana improves consistency in AI image editing
  • Model is Gemini 2.5 Flash Image from Google DeepMind
  • Likeness preserved for people and pets across multiple edits
  • Blend photos to create coherent new scenes
  • Multi-turn editing with localized changes and preservation of context
  • Style transfer across images (color and texture)
  • Visible watermark and invisible SynthID always applied
  • Available in the Gemini app; coming to Gemini API, AI Studio, Vertex AI
  • Quick test via AI Studio at https://aistudio.google.com
  • Reduces unwanted variability common in generative systems
Gemini nano banana: AI image editing gets consistent

Introduction

Gemini nano banana brings a new level of consistency and control to AI image editing, now integrated in the Gemini app. The model (Gemini 2.5 Flash Image, from Google DeepMind) supports multi-turn edits, photo blending and style transfers while preserving key details. From a ’60s beehive to a matador costume or entirely new scenes, the goal is to keep likeness stable across changes. Compared to earlier non-deterministic behavior, you get a more reliable creative loop with visible and invisible watermarks for clear provenance.

Context

Prompt-based editing replaces complex manual steps. Early Gemini editing was strong, but generative variability could alter unintended elements. Nano banana, which topped the LMArena leaderboard, tackles this by improving cross-edit consistency: it remembers faces, outfits and objects instead of “rolling the dice” every time. This unlocks practical use cases for portraits, pets and interiors, with continuity even across consecutive edits.

What’s new with the model

The model targets persistent likeness: people and pets remain recognizable even after multiple focused changes.

Nano banana (Gemini 2.5 Flash Image) boosts output consistency throughout the editing cycle. You can apply specific tweaks — from haircuts to backgrounds — without compromising core identity. It also blends multiple photos and enables iterative editing, leaving untouched areas you don’t mention in the prompt.

Key features

Highlights for creators and AI-curious users:

  • Likeness preservation: faces (and pets) stay recognizable across images and revisions
  • Costume and setting: try outfits, professions or decades without losing identity
  • Photo blending: merge separate shots (e.g., person + dog) into a coherent new scene
  • Multi-turn editing: sequence localized changes while preserving the rest
  • Style transfer: apply color/texture from one image to objects in another
  • Background control: quickly preview room changes or different locations

Safety, watermarking and traceability

All images created or edited in the Gemini app include a visible “AI” watermark and the invisible SynthID digital watermark, detectable even after moderate edits. The model follows guardrails that limit disallowed content, supporting responsible generative AI use.

How to try it

You can use native editing in the Gemini app today; the model is also rolling out to the Gemini API, AI Studio and Vertex AI.

For a quick test: https://aistudio.google.com

  • Upload a photo and specify clear prompts for desired changes
  • Iterate step by step: apply localized transformations and check consistency
  • Experiment with blending and cross-image style transfers

Limits and best practices

Despite progress, results and consistency can vary with prompts and scene complexity. Avoid requests that violate guardrails; use specific instructions and stepwise edits to maximize quality. Remember, watermarks are always applied to signal AI-generated content.

Conclusion

With nano banana, Gemini image editing becomes more predictable and useful: consistent revisions, photo blending and targeted controls enable concrete creative scenarios, from personal experiments to rapid visual prototyping for content and design.

FAQ

What is Gemini nano banana in AI image editing?

It’s an editing model (Gemini 2.5 Flash Image) that improves cross-edit consistency, keeping subject details intact.

How does Gemini nano banana preserve likeness?

It “remembers” key traits and preserves them across prompts, reducing unintended changes.

Can I use Gemini nano banana for multi-turn editing?

Yes, it supports sequences of localized edits while leaving untouched areas unmodified.

How do I try the model in the app and AI Studio?

Use the Gemini app today and test via AI Studio by opening https://aistudio.google.com in a new tab.

What watermarks does Gemini 2.5 Flash Image apply?

A visible “AI” label and the invisible SynthID watermark, detectable after moderate changes.

Can I blend photos and transfer styles with Gemini nano banana?

Yes, you can merge separate shots and apply color/texture from one image to another’s objects.

Introduction Gemini nano banana brings a new level of consistency and control to AI image editing, now integrated in the Gemini app. The model (Gemini 2.5 [...] Evol Magazine
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