Transform Summer Photos to Winter Scenes with Nano Banana 2

Updating marketing materials for the changing seasons often requires significant time and budget for new photo shoots. Instead of scheduling a full production cycle, you can leverage AI image editing tools to transform existing assets. This guide details a specific workflow for updating seasonal decor in lifestyle photography. The goal is to shift a summer scene into a winter setting while preserving the original subjects and composition. This approach allows brands to maintain visual consistency across campaigns while adapting to current holidays or weather patterns.

The tool used for this process is Nano Banana 2. It is an AI image generation and editing platform that supports text-to-image and image-to-image workflows. By utilizing its image-to-image capabilities, users can apply new environmental contexts to established photographs. This method is particularly effective for e-commerce catalogs, social media posts, and digital advertisements where the product or model remains constant, but the background needs to reflect the season.

Preparing Your Inputs and Selecting the Right Model

Before beginning the transformation, gather your source material. You will need high-resolution lifestyle photography featuring the subjects and products you wish to keep intact. Ensure the lighting in the original image is clear, as the AI will use these cues to blend new elements naturally.

Next, select the appropriate model within the Nano Banana ecosystem. Google documents Nano Banana 2 as Gemini 3.1 Flash Image (gemini-3.1-flash-image). This model is suitable for complex edits requiring multiple reference inputs or multi-turn sequential editing. While there is a version called Nano Banana 2 Lite, it is focused on speed and cost. It is not optimized for multiple reference inputs or multi-turn sequential editing. Therefore, do not recommend Nano Banana 2 Lite for this specific workflow unless you are willing to accept limitations in handling complex seasonal transitions. For the most reliable results in transforming a summer scene to winter, the standard Nano Banana 2 interface is the recommended choice.

Navigate to the product page at Try Nano Banana to access the generator. Note that the website has a Nano Banana Pro page at /nanobananapro and a Nano Banana Lite page at /nanobananalite. However, the presence of these pages does not automatically establish support for all Google model names or identical features on every sub-page. Always verify that you are using the correct interface for the intended task.

Crafting the Prompt for Seasonal Transformation

The core of this workflow lies in the prompt instructions. These describe the desired outcomes rather than guaranteeing identity, label, object, or typography preservation. When writing your prompt, be specific about the changes you want while explicitly stating what must remain unchanged.

For a summer-to-winter transition, your input should focus on replacing warm tones with cold ones and swapping vegetation. An example prompt might read: "Transform this summer garden scene into a snowy winter landscape. Replace green grass with white snow, change bright blue skies to overcast gray winter clouds, and add frost to window frames. Keep the person, their clothing, and the product packaging exactly as they appear in the original image. Do not alter the facial features or the logo text."

It is important to label untested prompt examples as examples. The effectiveness of such prompts depends on the specific image content. The prompt library offers example prompts that users can copy or take into the generator, but these serve as starting points. You may need to iterate on the wording to achieve the desired balance between the new environment and the preserved subjects. Remember that Nano Banana refers to the AI image generation/editing tool in these articles. It is not a skincare brand, bottle, jar, or physical subject. Avoid confusing the tool name with any cosmetic branding that might appear in the generated output.

Checkpoints and Exporting Your Results

Once the prompt is entered and the generation begins, monitor the output through several checkpoints. First, verify that the seasonal elements look cohesive. Does the snow texture match the lighting direction of the original photo? Are the shadows consistent with a winter sun angle? Second, check the integrity of the subjects. Have the faces remained recognizable? Is the product logo legible and unwarped? If the result shows artifacts or unintended changes, you may need to refine the prompt or try a second generation.

After achieving a satisfactory result, proceed to the export steps. Download the final image in the highest available resolution to ensure quality for print or digital use. Review the file to ensure no unexpected watermarks or artifacts were introduced during the process. This final image can now be integrated into your marketing calendar, replacing the outdated summer asset.

By following this structured approach, you can efficiently update seasonal decor in existing lifestyle photography. This workflow minimizes downtime and reduces costs associated with traditional photography. Whether you are preparing for holiday sales or simply refreshing your feed, Nano Banana 2 provides a flexible solution for modern content creation. Remember that while the tool offers powerful capabilities, prompt instructions do not guarantee identity, label, object, or typography preservation. Always review the generated images carefully before deployment.

For more information on the underlying technology, Google describes Nano Banana 2 as Gemini 3.1 Flash Image (gemini-3.1-flash-image), Nano Banana Pro as Gemini 3 Pro Image (gemini-3-pro-image), and Nano Banana 2 Lite as Gemini 3.1 Flash Lite Image (gemini-3.1-flash-lite-image). These are distinct Google image models with varying capabilities. For further documentation on image generation, refer to the official resources at https://ai.google.dev/gemini-api/docs/image-generation.