What is Astria AI?
Astria provides a generative imaging and fine-tuning API supporting Dreambooth workflows, Flux models, and Nano Banana 2 (Gemini 3.1 Flash).The API enables single-call fine-tuning, batch prompt runs, upscaling, and face correction for studio-quality image outputs.
Use cases include AI headshots, avatars, virtual try-on, product shots, pet images, interior design, and mobile or social media apps.Fine-tuning options cover Dreambooth, LoRA, and checkpoint approaches for SD1.5 and SDXL, with an adapter/FaceID-like alternative for faster, lower-resemblance results.Generative filters and ControlNet integration support line-art, painting, and stylistic illustration while preserving subject identity.
A model library lets teams use open models or import custom baselines for fine-tuning and deployment.Infrastructure provides auto-scaling and managed processing to handle peaks without devops overhead.
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Astria AI's key features
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Fine-tuning API for generative image models (DreamBooth, SD1.5, SDXL) with Checkpoint and LoRA support
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Generative inference API with generative filters and ControlNet while preserving subject identity
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Scalable developer API infrastructure with auto-scaling, no queues, and fast processing (no devops)
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Image upscaling and enhancement features including tiled upscales and face correction
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Model library with ability to use or import any open model as a baseline (Flux family supported)
Astria AI use cases
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Create on-brand, studio-quality character and marketing assets by fine-tuning models in a single API call (Dreambooth/LoRA/SDXL), preserving brand identity and deploying them into production with Astria's auto-scaling infrastructure
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Generate large batches of consistent, production-ready product photos and e-commerce imagery using batch prompts and ControlNet for pose/background control, then apply upscaling and face-correction for high-resolution listing assets
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Offer a scalable AI headshot and avatar generation service for HR, recruiting, and social platforms that uses identity-preserving generation, Astria's AI headshot generator, and image upscaling via API to automate secure, studio-quality portraits
Who is it for?
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Generative developers
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Content creators
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Studio-quality companies
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Production teams
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Learning students
