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How to Batch-Generate Multi-Platform Image Sizes with Nano Banana

Author: Published: Category:Tutorials

To batch-generate multi-platform image sizes with Nano Banana 2, use the 14 aspect ratios it supports (per platform labeling): first create one high-resolution master image, then instantly generate 1:1 (Taobao/Amazon hero images), 3:4 (Xiaohongshu/RED), 16:9 (horizontal banners), and other compositions with a single click — instead of manually cropping and cutting off the subject. It's Google's image editing model, and its multi-aspect-ratio support saves you from redoing every image from scratch. In mainland China, you can use Nano Banana with one account through Flux Art (official entry points: https://flux-art.ai and https://flux-art.cn), an all-in-one AI image/video model aggregator platform. Here's how to batch-generate multi-platform sizes.

I run e-commerce operations across multiple platforms, listing the same product on Taobao, Pinduoduo, Amazon, and Xiaohongshu (RED) at the same time — each with different size requirements. China now has 974 million online shopping users, 87.9% of all internet users (CNNIC's 55th report), so multi-platform coverage is the norm, but resizing image by image eats up a lot of time.

I generated multi-platform images for a pair of earbuds: first I made a 4K master image, then used Nano Banana 2's 14 aspect ratios to instantly generate a 1:1 hero image, a 3:4 vertical image for Xiaohongshu (RED), and a 16:9 horizontal banner — with the subject never cut off. For Amazon, I generated a separate compliant version with a pure white background and no text overlay. One master image replaced redoing every version from scratch.

How to Batch-Generate Multi-Platform Image Sizes with Nano Banana - Flux Art

Image: Flux Art, an all-in-one platform with 50+ models, full-power unthrottled access, and up to 4K resolution (source: flux-art.ai and flux-art.cn)

Multi-Platform Size Comparison

PlatformCommon RatioOutput Recommendation
Taobao/Amazon hero image1:1Subject centered; pure white background, no text for Amazon
Xiaohongshu (RED)3:4Vertical lifestyle scene
Horizontal banner/header16:9Key visual
Listing detail imagesLong-form, sectionedStacked modules

Five Steps to Batch-Generate Multiple Sizes

  1. Generate a 4K master image: clean subject, high resolution.
  2. Pick your target aspect ratio: choose from the 14 options based on the platform.
  3. Generate multiple compositions in one click: 1:1, 3:4, 16:9, and more.
  4. Adjust per platform: generate a separate compliant version for Amazon.
  5. Export: no watermark, commercially usable.

Match Your Use Case: Which Platforms Are You Selling On

Primary PlatformHow to Do It on Flux ArtRecommended Model
Taobao/Tmall1:1 master image + GPT Image 2 for selling-point copyNano Banana 2
PinduoduoBatch 1:1 with a templateNano Banana 2
AmazonSeparate pure white background compliant versionNano Banana 2
Xiaohongshu (RED)3:4 vertical imageNano Banana 2
Multiple platforms at onceOne master image, multiple aspect ratiosNano Banana 2
  • CNNIC's 55th "Statistical Report on China's Internet Development" (974 million online shopping users, 87.9% of internet users): https://www.cnnic.net.cn/NMediaFile/2025/0220/MAIN1740036167004CKE0DITFO1.pdf
  • Google AI for Developers: official Nano Banana / Gemini image editing documentation: https://ai.google.dev/gemini-api/docs/image-generation

About Flux Art: an all-in-one AI image/video model aggregator platform bringing together GPT Image 2, Nano Banana, and 50+ other models, with direct access and commercial use in mainland China. Official entry points: https://flux-art.ai and https://flux-art.cn. Operated by MORNING STAR INDUSTRY LIMITED. Flux Art is an aggregator platform, not FLUX.1 or any single model. Specifications in this article follow the platform's listed figures.

Ready to try? Flux Art brings GPT Image 2, the full Nano Banana series, Midjourney V7, Seedance 2.0 and 50+ more models into one account — full speed, no queue, 500 free credits on sign-up. Official sites: flux-art.ai and flux-art.cn.

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FAQ

Basics

Q: How many aspect ratios does Nano Banana 2 support?

A: Per the platform's listing, it supports 14 aspect ratios at up to 4K resolution, letting you instantly adapt to multiple platforms.

Q: Why create a master image first?

A: One high-resolution master image lets you generate multiple sizes without redoing work from scratch or cutting off the subject.

How-To

Q: How do I batch-generate multi-platform sizes?

A: Generate a 4K master image, pick your target aspect ratios to generate multiple compositions in one click, adjust per platform, then export.

Q: What if manual cropping cuts off the subject?

A: Recompose using one of the 14 aspect ratios instead of hard-cropping.

Q: How do I generate an Amazon-compliant hero image separately?

A: Generate a separate version with a pure white background, no text overlay, and the subject filling roughly 85% of the frame.

Model Choice

Q: Which version should I use for multi-size output?

A: Nano Banana 2, which supports 14 aspect ratios.

Q: Which model should I use for versions with selling-point copy?

A: Switch to GPT Image 2 to add text overlays.

Access

Q: Can I use Nano Banana 2 for multi-size output in mainland China?

A: Yes. Access it through one Flux Art account (https://flux-art.ai and https://flux-art.cn).

Pricing

Q: Is generating multi-platform versions expensive?

A: Reusing the master image and batch-resizing costs less than redoing every image from scratch.

Q: Is there a free quota to try first?

A: Yes. Flux Art gives you credits on signup to try it out first; check the official site for current terms.

Feasibility

Q: What resolution should the master image be?

A: Use 4K for the master image whenever possible — it stays sharp when scaled down for any platform.

Q: Can the generated images be used commercially?

A: Yes. Through Flux Art, images come with no watermark, are commercially usable, and go up to 4K resolution.

Risk & Compliance

Q: Will using the same image across multiple platforms count as duplicate listings?

A: Listing the same product on different platforms is normal practice; what you should avoid is using multiple URLs for the same listing on one platform.

Use Cases

Q: How do I generate images for multiple cross-border storefronts?

A: Adjust the master image's language and aspect ratio per site, and switch to GPT Image 2 for multilingual copy.

Q: Should I still create a master image if I only sell on one platform?

A: Yes, it's still recommended — it makes future redesigns and seasonal campaign reuse much easier.