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Astria

AI studio that turns product photos into on-brand ecommerce, lookbook and campaign images, with fine-tuned models and a REST API.

Paid

What is Astria?

Astria is an AI visual production platform for fashion, retail and brand teams that want product and campaign imagery without booking a shoot for every asset. You pick a template, upload product photos, and generate on-model lookbook, social and banner images in bulk. Templates let a team define a treatment once and reuse it across a drop. Astria also fine-tunes custom models from a person's or product's photos, which powers AI headshot and photoshoot packs, and it exposes the same capability through a REST API built around tunes and prompts, with callbacks, idempotency and a free mock mode for testing. Teams do not need prompt-writing skills, according to the site. Costs depend on usage: the ecommerce page says brands pay for what they generate, the API draws on account credits, and there is no public price list, so a demo or test run with your own products is the suggested way to start.

Use cases

  • Create ecommerce product images without a studio
  • Generate on-model fashion lookbooks
  • Produce social posts, stories and campaign banners
  • Train a custom model for AI headshots
  • Reuse approved photoshoot templates across a catalog
  • Generate images through a REST API

Who it's for

  • Fashion and retail brands
  • Ecommerce teams
  • Photographers and studios
  • Developers

Why use Astria

  • Produce large sets of product and campaign images in hours, which suits new drops, seasonal campaigns and big catalogs.
  • Keep imagery consistent by reusing an approved template across a whole collection.
  • Pay for what you generate rather than carrying the fixed overhead of a traditional production.
  • Add generation to your own product through a REST API with callbacks and a free mock mode for testing.
  • Run the workflow without prompt-writing expertise, since it is aimed at brand and creative teams.

Astria features

  • Hundreds of ready-made templates for fashion, beauty and jewelry
  • Upload product photos and generate images in bulk
  • Output formats for lookbooks, social stories, posts, reels and campaign banners
  • Brand-specific workflows built around a visual identity
  • Fine-tuning of custom models from training photos
  • REST API with tune and prompt resources, callbacks and idempotency
  • Free mock mode (branch=fast) for testing API integrations
  • Super-resolution option for higher-resolution images
  • CKPT model download for use in Automatic1111 and ComfyUI
  • Auto top-off of account balance for API usage

Astria integrations

  • Shopify
  • Google Drive
  • Automatic1111
  • ComfyUI

How to get started with Astria

  1. Choose a ready-made template for your category, such as fashion, beauty or jewelry.
  2. Upload your product photos and set the brand direction you want.
  3. Generate images in bulk for lookbooks, social posts, stories or campaign banners.
  4. Review the results, rerun prompts and refine until they match your brand.
  5. For headshots or custom looks, upload training photos to fine-tune a model, or call the REST API from your own app.

Astria limitations

  • No public price list; the site points to a demo or test run for cost
  • Models, training photos and generated images are deleted after 30 days unless storage is extended
  • Fine-tuned models work from training images that should be sharp and at least 512x512 pixels
  • Not a full replacement for every photoshoot, according to the vendor

Astria pricing

Astria has no free plan.

Prices can change and may vary by country or exclude tax. Check the official pricing page.

Astria alternatives

The main Astria alternatives listed on Debuly are Photoroom, Flair AI, Pebblely, Midjourney, Lamina and Awen. The table compares pricing and platforms; order is A–Z.

Astria compared with its alternatives
ToolPricingStarting pricePlatforms
AstriaPaid—Web, API
AwenFreemium$8/moWeb
Flair AIFreemium$8/moWeb, API
LaminaFreemium$19/moWeb, API, CLI
MidjourneyPaid$10/moWeb, Discord, iOS, Android
PebblelyPaid$9/moWeb
PhotoroomFreemium$7.5/moWeb, iOS, Android, API
  1. Awen

    Conversational AI studio that creates images, video, vectors and 3D from chat, picking the right models for you.

  2. Flair AI

    AI product photography and ad creative tool with custom models, a drag-and-drop scene editor and an API.

  3. Lamina

    Creative platform and API that turns a brief and a brand kit into on-brand product photos, try-ons, reels and banners.

  4. Midjourney

    AI image and video generator that turns text prompts into artwork, sold as monthly or annual subscriptions with no free plan.

  5. Pebblely

    AI product photography tool that builds backgrounds, shadows and reflections around your product photo for listings, ads and social posts.

  6. Photoroom

    AI product photo editor and API for sellers: background removal, AI backgrounds, shadows, batch edits and video, with plans from $7.50 a month.

Astria FAQ

How much does Astria cost?

Astria does not publish a price list; check the official site for current rates. Its ecommerce page says brands pay based on usage, and the API bills against account credits that you can top up.

Is there a free plan for Astria?

No free plan is described. The FAQ explains it is not free because each fine-tuned model runs on expensive GPU machines. The API has a free mock mode for testing integrations.

Does Astria have an API?

Yes. Astria offers a REST API with tune and prompt resources, bearer-token authorization, callbacks and optional idempotency. A mock tune created with branch=fast costs nothing and returns test images.

Who is Astria for?

Fashion, retail and brand teams that need many consistent images are the main audience. Developers and photographers who want to fine-tune models or generate through the API can use it too.

How long does Astria keep my images and models?

Fine-tunes, training pictures and generated images are kept for 30 days, then deleted. You can delete them sooner, or extend model storage from the billing page.

Can I use Astria models in other software?

Yes. Once a fine-tune finishes, the page offers TAR and CKPT downloads. The CKPT file works with tools such as Automatic1111 and ComfyUI.

What are alternatives to Astria?

Alternatives for AI product and fashion photography include Botika, Photoroom, Flair AI, Pebblely and Midjourney, and for AI headshots, Aragon AI and HeadshotPro.

Sources & verification

Facts on this page come from the official sources below, each with the date we read it. Written by Debuly; the vendor did not review this page.

SourceTypeAccessed
astria.ai/official
astria.ai/ecommerceofficial
docs.astria.ai/docs/use-cases/faq/docs
docs.astria.ai/docs/api/overview/docs
astria.ai/articles/astria-vs-botika-fashion-ai/official

Image credits

  • Logo: from a.astria.ai · fetched · Vendor trademark, used only to identify the product; removed on request
  • Cover: none collected yet, so a generated tile is shown.

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